Table of Contents Author Guidelines Submit a Manuscript
Advances in Astronomy
Volume 2016 (2016), Article ID 5743272, 15 pages
Review Article

Analytic Models of Brown Dwarfs and the Substellar Mass Limit

1Department of Physics and Astronomy, The University of Western Ontario, London, ON, Canada N6A 3K7
2King’s University College, The University of Western Ontario, London, ON, Canada N6A 2M3

Received 29 January 2016; Revised 6 June 2016; Accepted 8 June 2016

Academic Editor: Gary Wegner

Copyright © 2016 Sayantan Auddy et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.


We present the analytic theory of brown dwarf evolution and the lower mass limit of the hydrogen burning main-sequence stars and introduce some modifications to the existing models. We give an exact expression for the pressure of an ideal nonrelativistic Fermi gas at a finite temperature, therefore allowing for nonzero values of the degeneracy parameter. We review the derivation of surface luminosity using an entropy matching condition and the first-order phase transition between the molecular hydrogen in the outer envelope and the partially ionized hydrogen in the inner region. We also discuss the results of modern simulations of the plasma phase transition, which illustrate the uncertainties in determining its critical temperature. Based on the existing models and with some simple modification, we find the maximum mass for a brown dwarf to be in the range . An analytic formula for the luminosity evolution allows us to estimate the time period of the nonsteady state (i.e., non-main-sequence) nuclear burning for substellar objects. We also calculate the evolution of very low mass stars. We estimate that 11% of stars take longer than  yr to reach the main sequence, and 5% of stars take longer than  yr.

1. Introduction

One of the most interesting avenues in the study of stellar models lies in understanding the physics of objects at the bottom of and below the hydrogen burning main-sequence stars. The main obstacle in the study of very low mass (VLM) stars and substellar objects is their low luminosity, typically of order , which makes them difficult to detect. There is also a degeneracy between mass and age for these objects, which have a luminosity that decreases with time. This makes the determination of the initial mass function (IMF) difficult in this mass regime. However, in the last two decades, there has been substantial observational evidence that supports the existence of faint substellar objects. Since the first discovery of a brown dwarf [1, 2], several similar objects were identified in young clusters [3] and Galactic fields [4] and have generated great interest among theorists and observational astronomers. The field has matured remarkably in recent years and recent summaries of the observational situation can be found in Luhman et al. [5] and Chabrier et al. [6].

In two consecutive papers, Kumar [7, 8] revolutionized the understanding of low mass objects by studying the Kelvin-Helmholtz time scale and structure of very low mass stars. He successfully estimated that stars below about contract to a radius of about in about years, which was a correction to the earlier estimate of years. The earlier calculation was based on the understanding that low mass stars evolve horizontally in the H-R diagram and thus evolve with a low luminosity for a long period of time. However, Hayashi and Nakano [9] showed that such low mass stars remain fully convective during the pre-main-sequence evolution and are much more luminous than the previously accepted model based on radiative equilibrium. Kumar’s analysis showed that, for a critical mass of , the time scale has a maximum value that decreases on either side. Although this crude model neglected any nuclear reactions, it did give a very close estimate of the time scale. The second paper [8] gave a more detailed insight into the structure of the interior of low mass stars. This model was based on the nonrelativistic degeneracy of electrons in the stellar interior. Kumar’s extensive numerical analysis for a particular abundance of hydrogen, helium, and other chemical compositions yielded a limiting mass below which the central temperature and density are never high enough to fuse hydrogen. A more exact analysis required a detailed understanding of the atmosphere and surface luminosity of such contracting stars.

The next major breakthrough in theoretical understanding came from the work of Hayashi and Nakano [9], who studied the pre-main-sequence evolution of low mass stars in the degenerate limit. Although it was predicted that there exist low mass objects that cannot fuse hydrogen, the internal structure of these objects remained a mystery. A complete theory demanded a better understanding of the physical mechanisms which govern the evolution of these objects. It became essential to develop a complete equation of state (EOS).

D’Antona and Mazzitelli [10] used numerical simulations to study the evolution of VLM stars and brown dwarfs for Population I chemical composition , and different opacities. Their model showed that for the same central condition (nuclear output) an increasing opacity reduces the surface luminosity. Thus, a lower opacity causes a greater surface luminosity and subsequent cooling of the object. Their results implied that the hydrogen burning minimum mass is for opacities considered in their model. Furthermore, they showed that objects with mass close to spend more than a billion years at a luminosity of ~.

Burrows et al. [11] modelled the structure of stars in the mass range . They used a detailed numerical model to study the effects of varying opacity, helium fraction, and the mixing length parameter and compared their results with the existing data. Their important modification was that they considered thermonuclear burning at temperatures and densities relevant for low masses. A detailed analysis of the equation of state was performed in order to study the thermodynamics of the deep interior, which contained a combination of pressure-ionized hydrogen, helium nuclei, and degenerate electrons. This analysis clearly expressed the transition from brown dwarfs to very low mass stars. These two families are connected by a steep luminosity jump of two orders of magnitude for masses in the range of .

Saumon and Chabrier [12] proposed a new EOS for fluid hydrogen that, in particular, connects the low density limit of molecular and atomic hydrogen to the high density fully pressure-ionized plasma. They used the consistent free energy model but with the added prediction of a first-order “plasma phase transition” (PPT) [12] in the intermediate regime of the molecular and the metallic hydrogen. As an application of this EOS, they modelled the evolution of a hydrogen and helium mixture in the interior of Jupiter, Saturn, and a brown dwarf [13, 14]. They adopted a compositional interpolation between the pure hydrogen EOS and a pure helium EOS to obtain a H/He mixed EOS. This was based on the additive volume rule for an extensive variable [15] and allowed calculations of the H/He EOS for any mixing ratio of hydrogen and helium. Their analysis suggested that the cooling of a brown dwarf with a PPT proceeds much more slowly than in previous models [11].

Stevenson [16] presented a detailed theoretical review of brown dwarfs. His simplified EOS related pressure and density for degenerate electrons and for ions in the ideal gas approximation. Although corrections due to Coulomb pressure and exchange pressure are of physical relevance, they together contribute less than in comparison to the other dominant term in the pressure-density relationship for massive brown dwarfs (). The theoretical analysis gave a very good understanding of the behavior of the central temperature as a function of radius and degeneracy parameter . Stevenson [16] discussed the thermal properties of the interior of brown dwarfs and provided an approximate expression for the entropy in the interior and in the atmosphere of a brown dwarf. He also derived an expression for the effective temperature as a function of mass.

A method to use the surface lithium abundance as a test for brown dwarf candidates was proposed by Rebolo et al. [17]. Lithium fusion occurs at a temperature of about , which is easily attainable in the interior of the low mass stars. However, brown dwarfs below the mass of never develop this core temperature. They will then have the same lithium abundance as the interstellar medium independent of their age. However, for objects slightly more massive than , the core temperature can eventually reach . They deplete lithium in the core and the entire lithium content gets exhausted rapidly due to the convection. This causes significant change in the observable photospheric spectra. Thus, lithium can act as a brown dwarf diagnostic [18] as well as a good age detector [19].

Following this, an extensive review on the analytic model of brown dwarfs was presented by Burrows and Liebert [20]. They presented an elaborate discussion on the atmosphere and the interior of brown dwarfs and the lower edge of the hydrogen burning main sequence. Based on the convective nature of these low mass objects, they modelled them as polytropes of order . Once again, the atmospheric model was approximated based on a matching entropy condition of the plasma phase transition between molecular hydrogen at low density and ionized hydrogen at high density. The polytropic approximation enabled the calculation of the nuclear burning luminosity within the core adiabatic density profile [21]. While the luminosity did diminish with time in the substellar limit, the model did show that brown dwarfs can undergo hydrogen burning for a substantial period of time before it eventually ceases. The critical mass deduced from this model did indeed match that obtained from more sophisticated numerical calculations [11].

In this work, we give a general outline of the analytic model of the structure and the evolution of brown dwarfs. We advance some aspects of the existing analytic model by introducing a modification to the equation of state. We also discuss some of the unresolved problems like estimation of the surface temperature and the existence of PPT in the brown dwarf environment. Our paper is organized as follows. In Section 2, we discuss the derivation of a more accurate equation of state for a partially degenerate Fermi gas. We incorporate a finite temperature correction to the expression for the Fermi pressure to give a more general solution to the Fermi integral. In Section 3, we discuss the scaling laws for various thermodynamic quantities for an analytic polytrope model of index . In Section 4, we discuss the derivation of the equations [20] connecting the photospheric (surface) temperature with density, where the entropies at the interior and the exterior are matched using the first-order phase transition. In the spirit of an analytic model, we derive simplified analytic expressions for the specific entropies above and below the PPT. We also highlight the need to seek alternate methods given current concerns about the relevance of the PPT in BD interiors. We discuss the nuclear burning rates for low mass objects in Section 5 and determine the nuclear luminosity [21]. In Section 6, we estimate the range of minimum mass required for stable sustainable nuclear burning. In Section 7, we discuss a cooling model and examine the evolution of photospheric properties over time. In Section 8, we estimate the number fraction of stars that enter the main sequence after more than a million years. In the concluding section, we discuss further possibilities for an improved and generalized theoretical model of brown dwarfs.

2. Equation of State

In main-sequence stars, the thermal pressure due to nuclear burning balances the gravitational pressure and the star can sustain a large radius and nondegenerate interior for a long period of time. However, substellar objects like brown dwarfs fail to have a stable hydrogen burning sequence and instead derive their stability from electron degeneracy pressure. A simple but accurate model needs to have a good equation of state that incorporates the degeneracy effect and the ideal gas behavior at a relative higher temperature. Burrows and Liebert [20] give a pressure law that applies to both extremes but has a poor connection in the intermediate zone. Stevenson [16] also gives an empirical relation for the pressure that does include an approximate correction term to connect the two extremes. Here, in order to obtain a more accurate analytic expression for the pressure, we integrate the Fermi-Dirac integral exactly using the polylogarithm functions . The most general expression for the pressure is[22], where for the Fermi gas and and the other variables are the standard constants. For substellar objects, the electrons are mainly nonrelativistic due to the relatively low temperature and density. In the nonrelativistic limit, that is, , the energy density reduces to . Now, rewriting (1) in terms of the energy density giveswhere , , and we have taken . In the limit , for all , the argument of the exponential is negative and hence the exponential goes to zero as . Thus, the integral reduces to the Fermi pressure at zero temperature. However, in a physical situation at finite temperature, the integral can be solved analytically using the polylogs. The details of the exact derivation for a general Fermi integral are shown in Appendix A. The expression for the pressure of a degenerate Fermi gas at finite temperature isThe above expression for pressure is the most general analytic relation for the pressure of a degenerate Fermi gas at a finite temperature. The first term is the zero temperature pressure and the subsequent terms are the corrections due to the finite temperature of the gas and include , the polylogarithm functions of different orders . The expression is terminated after the fourth term as the polylogs fall off exponentially as the gas becomes more and more degenerate. Equation (3) is a natural extension of the first-order Sommerfeld correction [23].

The central temperature of VLM stars and brown dwarfs is of the same order as the electron Fermi temperature and thus the degeneracy parameter is defined aswhere is the electron Fermi energy in the degenerate limit and is the number of baryons per electron and and are the mass fractions of hydrogen and helium, respectively. Other constants have their standard meaning.

Rewriting (3) in terms of the degeneracy parameter and retaining terms only up to second order, we arrive (for ) atwhere is a constant. However, the interior of a brown dwarf is also composed of ionized hydrogen and helium. The total pressure is a combined effect of both electrons and ions; that is, , where is the Fermi pressure for an ideal nonrelativistic gas at a finite temperature. The pressure due to ions for an ionized hydrogen gas can be approximated as

Therefore, the final equation of state for the combined pressure iswhere and is the mean molecular weight for helium and ionized hydrogen mixture and is expressed aswhere is the ionization fraction of hydrogen. It should be noted that changes as one moves from the core (completely ionized) to the surface which is mainly composed of molecular hydrogen and helium.

There are several corrections to the EOS that can be considered. The Coulomb pressure and the exchange pressure (see in Stevenson [16]) are two important corrections to (7). However, as stated earlier, they are less important for more massive brown dwarfs. Hubbard [24] presents the contribution due to the electron correlation pressure, which depends on the logarithm of , the mean distance between electrons. Stolzmann and Blocker [25] present an analytic formulation of the EOS for fully ionized matter to study the thermodynamic properties of stellar interiors. They show that the inclusion of both electron and the ionic correlation pressure results in a ~10% correction to the EOS. Furthermore, Gericke et al. [26] state that the main volume of the brown dwarfs and the interior of giant gas planets are in a warm dense matter state, where correlation energy, effective ionization energy, and the electron Fermi energy are of the same order of magnitude. Thus, the interiors of these objects effectively form a strongly correlated quantum system. Becker et al. [27] give an EOS for hydrogen and helium covering a wide range of densities and temperatures. They extend their ab initio EOS to the strongly correlated quantum regime and connect it with the data derived using other methods for the neighboring regions of the plane. These simulations are within the framework of density functional theory molecular dynamics (DFT-MD) and give a detailed description of the internal structure of brown dwarfs and giant planets. This leads to a correction in the mass-radius relation.

The study of the EOS of brown dwarfs will help in understanding degenerate bodies in the thermodynamic regime that is not so close to the high pressure limit of a fully degenerate Fermi gas. In this context, the Mie-Grueneisen equation of state is of relevance to test the validity of the assumption that the Grueneisen parameter is independent of the temperature [28] at a constant volume . The brown dwarf regime is in a way more interesting than the white dwarf regime since it is not so close to the limit of a fully degenerate Fermi gas. In Appendix C, we have provided analytic expressions for two parameters that are of particular relevance for the brown dwarfs: the specific heat ( or ) and the Grueneisen parameter.

3. An Analytic Model for Brown Dwarfs

In this section, we derive some of the essential thermodynamic properties of a polytropic gas sphere based on the discussion in Chandrasekhar [29]. As is evident from (7), the relation for a brown dwarf is a polytropewhere the index . is a constant depending on the composition and degeneracy and can be expressed (from (7)) aswhere for a simplified presentation we represent the correction terms asand (on using the values of natural constants, we get  cm4 g−2/3 s−2) = is a constant. The solution to the Lane-Emden equation subject to the zero pressure outer boundary condition can be used to arrive at useful results for , , and for the polytropic equation of state (see (7)). The radius can be expressed as[29]. On substituting (10) for , the radius for a brown dwarf can be expressed as the function of degeneracy and mass:Similarly, the expressions for the central density and central pressure are given by the relations and , where the constant and for the polytrope of [29]. On substituting the expression for (13) in these relations, we get

These are the scaling laws of the density and pressure in the interior core of a brown dwarf. Interestingly, these vary with the degeneracy parameter that is a function of time. Thus, a very simple polytropic model can yield the time evolution of the internal thermodynamical conditions of a brown dwarf. From the definition of the degeneracy parameter in (4) and using (14), the central temperature can be expressed as a function of :The central temperature has a maximum for a certain value of , and it increases for greater values of . Further, using (13), we have shown the variation of central temperature as a function of radius . increases as the object contracts under the influence of gravity. It peaks at a certain and then cools over time. The maximum peak temperature increases for heavier objects and also depends on the extent of ionization of hydrogen and helium. Figure 1 shows the variation of the central temperature as a function of radius for different mass ranges. If the critical temperature for thermonuclear reactions is around , we can roughly estimate the critical mass for the main sequence as ~0.085. This is similar to the estimated critical mass (~0.084) for the main sequence (see Figure in Stevenson [16]). However, it should be noted that the estimate of minimum mass is very sensitive to the mean molecular mass . In Figure 1, we have used for fully neutral gas (similar to for cosmic mixture as used in Stevenson [16]). Depending upon the value of , the minimum mass may vary significantly. For example, if we consider a fully ionized gas, that is, , it yields a minimum mass of .

Figure 1: The variation of versus radius for different masses.

4. Surface Properties

In this section, we discuss a very simple but crude model which is broadly based on the phase transition proposed by Chabrier et al. [14] and the isentropic nature of the interior of brown dwarfs. The development of a theoretical model for studying the variation of surface luminosity over time for low mass stars (LMS) and brown dwarfs is a great challenge. There is no stable phase of nuclear burning for brown dwarfs and the luminosity gradually decreases with time. This leads to an age-mass degeneracy in observational determinations. Our lack of knowledge in understanding the physics of the interior of brown dwarfs restricts the development of a comprehensive model. However, extensive simulations were done on the molecular-metallic transition of hydrogen for LMS and planets [13, 14]. Chabrier et al.’s [14] model predicts a first-order transition for the metallization of hydrogen at a pressure of ~1 Mbar and critical temperature of ~15300 K. Such pressure and temperature values are appropriate for giant planets and brown dwarfs. Modern numerical simulations [30, 31] do confirm the existence of such phase transitions at the same pressure range but predict a much different range of temperature ~2000 K–3000 K. This new temperature regime is certainly too low for brown dwarfs. Although the pressure estimate is relatively well established in these numerical simulations, the phase transition temperature is still a matter of continuing investigation [27]. Having noted these caveats, we present the existing model for the surface temperature, based on Chabrier et al. [14] and Burrows and Liebert [20]. We also introduce a simpler treatment of the specific entropy.

The PPT occurs over a narrow range of densities near from a partially ionized phase () to a neutral molecular phase (. For massive brown dwarfs, the phase transition occurs nearer to the surface. Burrows and Liebert [20] used the following approximate analytic expressions for the specific entropy (equations (2.48) and (2.49) in Burrows and Liebert [20]) for the two phases of the PPT:Similar expressions for the entropy at the interior and the atmosphere are given in equations and in Stevenson [16]. We use a simplified approach to make the origin of the above equation clear in the spirit of an analytic model. We derive analytic expressions for the entropy of the ionized and the molecular hydrogen separately for the two phases (similar to equations and in Burrows and Liebert [20]) and match them via the phase transition. It is assumed that the presence of helium does not affect the hydrogen PPT [14].

The region between the strongly correlated quantum regime and the ideal gas limit can be modelled with corrections to the ideal gas equation. Such correction terms can be expressed by virial coefficients (see equation in Becker et al. [27]). For simplicity, we ignore such corrections in our EOS (see (7)) and consider only the contribution of electron pressure (see (5)) and the ion pressure (see (6)) of the partially ionized hydrogen (of ionization fraction ) and helium mixture.

The total entropy for our EOS (see (7)) is the sum of the entropies of the atomic/molecular gas and the degenerate electrons. The internal energy per gram for the monoatomic gas particles isIdeally, we can consider the total energy as a combination of kinetic energy, radiation energy, and ionization energy (B.3). But as the electron gas is degenerate, the radiation pressure is relatively unimportant. Furthermore, as shown in Appendix B, we may even neglect the contribution of the ionization energy as the gas is only partially ionized. Taking the partial derivatives of the expression for the internal energy equation (18), we can express the change in heat using the first law of thermodynamics (see (B.2)). However, as the ionization fraction is a function of density and temperature, we further use Saha’s ionization equations (B.5) to get where , . A more generalized version including the radiation and the ionization terms is shown in (B.6) in Appendix B. For , we integrate (19) to express the entropy in the interior of the brown dwarf aswhereand is different for each model in this region and is calculated using from Table 1. However, the contributions to entropy due to radiation and the degenerate electrons (see equation  2–145 in Clayton [32]) are negligible in the range of temperature and density applicable for brown dwarfs. Based on a similar argument, the analytic expression for the entropy of nonionized molecular hydrogen and helium mixture at the photosphere is expressed aswhere is the mean molecular weight for the hydrogen and helium mixture. The expression for entropy is derived using the first law of thermodynamics (Appendix B) and the relation of the internal energy of diatomic molecules (). Here, we have considered only five degrees of freedom as the temperatures are just sufficient to excite the rotational degrees of but the vibrational degrees remain dormant. It should be noted that (20) and (22) are just simplified forms of the entropy expressions presented in Burrows and Liebert [20] and Stevenson [16].

Table 1: Effective temperature for different phase transition points.

Thus, the entropy in the two phases is dominated by contributions from the ionic and molecular gas, respectively. Using the same argument as Burrows and Liebert [20] that the two regions of different temperature and density are separated by a phase transition of order one, we can estimate the surface temperature. Using the expression for the degeneracy parameter from (4), we can simplify (20) to beFurthermore, the jump of entropy(see Table 1) for the phase transition at each point of the coexistence curve of PPT [12] is used to estimate the relation between the two constants in (20) and (22). For and in (22), we can use (23) and (22) in (24) and the value of to obtain a wide range of possible values of surface temperature in terms of the degeneracy parameter and photospheric density :The values of the parameters and for different models are shown in Table 1. According to Chabrier’s model, the critical temperature ~ K and critical density ~0.35 g  mark the end of the phase transition with . In the following discussion, we briefly summarize the steps from Burrows and Liebert [20]. We replace equation (2.50) in Burrows and Liebert [20] by (25) to estimate the surface luminosity. As an example, we select a particular phase transition point (model D) and show the derivation of surface luminosity using hydrostatic equilibrium and ideal gas approximation. The photosphere of a brown dwarf is located at approximately the surface, whereis the optical depth. Using the general equation for hydrostatic equilibrium, , and (26), the photospheric pressure can be expressed aswhere is the Rosseland mean opacity and the other variables have their standard meanings. Furthermore, our EOS (see (7)) in the approximation of negligible degeneracy pressure near the photosphere gives the photospheric pressure asNow, using the expression for radius (13) in (27), we can calculate the external pressure as a function of and :On using (29) in (28) and substituting for model D with and from Table 1, the effective density can be expressed as a function of and :Substituting the expression for from (30) in (25), we derive the expression for effective temperature for model D as a function of and :Similarly, the surface temperature can be evaluated for all the other models. Since the procedure is the same for all the models in Table 1, we just show one calculation. For this range of surface temperatures, the Stefan-Boltzmann law, , yields a set of possible values of the surface luminosity as a function of the degeneracy parameter . The luminosity for model D using (13) and (31) iswhere is the Stefan-Boltzmann constant. Substellar objects below the main-sequence mass gradually evolve towards complete degeneracy and a state of stable equilibrium as their luminosity decreases over time. In the following sections, we show that the degeneracy parameter is a function of time and it evolves towards over the lifetime of brown dwarfs. This gives us an estimate of the luminosity at different epochs of time.

4.1. Validity of PPT in Brown Dwarfs

There is a distinction between the temperature-driven PPT with a critical point at ~0.5 Mbar and between 10000 K and 20000 K as predicted by the chemical models [33] and the pressure-driven transition from an insulating molecular liquid to a metallic liquid with a critical point below 2000 K at pressures between and  Mbar. The latter is predicted, for example, by Lorenzen et al. [34], Mazzola et al. [35], and Morales et al. [31] based on the ab initio simulations. Lorenzen et al. [34] rule out the presence of PPT above  K and give an estimate of the critical points for the transition at ,  Mbar, and . Similarly, Morales et al. [31] estimated the critical point of the transition at a temperature near  K and pressure near  Mbar. Signatures of pressure-driven PPT in a cold regime below  K are obtained by Knudson et al. [36]. Figure in Knudson et al. [36] shows the melting line (black) as well as the different predictions for the coexistence lines for the first-order transition (green curves). Brown dwarf interior temperatures are far above these estimates for a first-order transition from the insulating to the metallic system. The same is true for Jupiter. Of course, a continuous transition may be possible in Jupiter and brown dwarfs, but a first-order transition may not be possible. Thus, the determination of the range of temperature of this transition provides a much needed benchmark for the theory of the standard models for the internal structures of the gas-giant planets and low mass stars.

5. Nuclear Processes

VLM stars and brown dwarfs contract during their evolution due to gravitational collapse. The core temperature increases and the contraction is halted by either the degeneracy pressure of the electrons or the onset of the nuclear burning, whichever comes first. In the first case, the brown dwarf continues to lose energy through radiation and cools down with time without any further compression. However, massive brown dwarfs or stars at the edge of the main sequence can burn hydrogen for a very long time before they either cease nuclear burning or settle into a steady state main sequence. The thermonuclear reactions suitable for the brown dwarfs and VLM stars are

As the central temperature is not high enough to overcome the Coulomb barrier of the reaction and the p-p chain is truncated, is not produced. Most of the thermonuclear energy is produced from the burning of the primordial deuterium (see (34)). The energy generation rates of the above processes are given as[37]. However, one can fit the thermonuclear rates to a power law in and in terms of the central temperature () and density () as in Fowler and Hoyle [21]:where and are constants that depend on the core conditions [20]. To obtain the luminosity due to the nuclear burning , we use the power law form for the nuclear burning rate (see (36)), and making the polytropic approximation and setting , we obtainwhere [29]. Inserting (14) and (16) in (37) yields the final expression for luminosity as

6. Estimate of the Minimum Mass

In this section, we estimate the minimum main-sequence mass by comparing the surface luminosity (32) with the luminosity () due to nuclear burning at the core of LMS and brown dwarfs. Instead of just quoting one value as the critical mass, we have presented a range of values depending on the various phase transition points listed in Table 1. This will give us a range of values for the minimum critical mass that is sufficient to ignite hydrogen burning. Model H marks the end of the phase transition and gives a lower limit of the critical mass. However, we calculate the mass limit for model B and model D only. Equating of (38) with of (32) gives uswhere for and , which are the number of baryons per electron and the mean molecular weight of neutral () hydrogen and helium, respectively. These mass densities are evaluated for hydrogen and helium mass fractions of and , respectively.

The right hand side of (39) has a minimum at a certain value of . This gives the lowest mass at which (39) has a solution and this corresponds to the boundary of brown dwarfs and VLM stars. The minimum of is at . Substituting this in (39) and for , the minimum mass (model D) is A similar analysis for model B gives the value of minimum mass of for . For the other models, the minimum main-sequence mass is in the range of .

The solution is relatively independent of the mean molecular weight . For example, using partially ionized gas; that is, in ; the minimum stellar mass increases by only ~5%.

7. A Cooling Model

A simple cooling model for a brown dwarf is presented in both Burrows and Liebert [20] and Stevenson [16]. In this section, we review some of these steps using our more exact EOS (7) and represent the evolution of the brown dwarfs over time. Using the first and the second law of thermodynamics, the time varying energy equation for a contracting star is expressed aswhere is the entropy per unit mass and the other symbols have their standard meaning. The energy generation term is ignored. On integrating over mass, we getwhere is the surface luminosity and . Now, replacing in terms of the degeneracy parameter in (4) and using the polytropic relation , we arrive atUsing the standard expression, , for polytropes of , the integral in (42) reduces toThe variation of the entropy with time (42) can be expressed as the rate of change of degeneracy over time. As the star collapses, the gas in the interior becomes more and more degenerate and finally the degeneracy pressure halts further contraction. A completely degenerate star becomes static and cools with time. Thus, by substituting the time variation of entropy, using (23), that is,and (44) into the energy equation (42) and using the luminosity expression for model D (32), we obtain an evolutionary equation for :This is a nonlinear differential equation of for model D, and an exact solution can only be obtained numerically. However, we use some very simple and physical approximations to solve this differential equation to yield a simple relation of as a function of time and mass . As we are trying to estimate the critical mass for hydrogen burning, it is safe to ignore the early evolution of VLM stars and brown dwarfs. Thus, we will solve the differential equation (46) with the assumption . Thus, we can drop the term as it is almost unity in the range and integrate (46) in the above limit to obtainSimilarly, we can solve for for all other models and obtain the evolution of degeneracy over time. We use this expression of , for model D, and can express luminosity as a function of time and mass . The time evolution of luminosity (model D) is represented in Figure 2. It is evident that such low mass objects continue to have low luminosity for millions of years before they gradually start to cool. For  yr, the luminosity declines as a function of time, , as shown in Figure 2 (dashed black line). A simplified expression of the variation of luminosity after  yr for model D is Our luminosity model is consistent with the simulation results of the present day stellar evolution code Modules for Experiments in Stellar Astrophysics (MESA) (see Figure in Paxton et al. [38]). Paxton et al. [38] use a one-dimensional stellar evolution module, MESA star, to study evolutionary phases of brown dwarfs, pre-main-sequence stars, and LMS.

Figure 2: The variation of over time for different masses.

In Figures 3 and 4, the ratio is plotted against time for different masses in the substellar regime for models B and D, respectively. As evident for both models, there is a nonsteady state of substantial nuclear burning for millions of years for substellar objects. For a critical mass of (model B) and (model D), the ratio approaches 1 in about a few billion years and marks the beginning of main-sequence nuclear burning (note that the time to reach the main sequence will increase if we use a partially ionized gas; for example, it becomes 10 Gyr if we use ). Stars with greater mass reach a steady state where the thermal energy balances the gravitational collapse. However, as our model does not consider any feedback from hydrogen fusion, the curves do not stabilize to a steady state main-sequence regime, in which remains 1 until nuclear burning stops. Interestingly, the ratio is close to unity for many objects below the main-sequence transition mass. This suggests that they burn nuclear fuel for a part of their evolutionary cycle but do not have enough mass to sustain a steady state. Note that the results of Becker et al. [27] discussed in Section 2 would affect the luminosity by less than a few percent. For example, if the radius increases (or decreases) by for a constant value of mass , in (12) increases by , and (31) decreases by , therefore decreases by ~1%.

Figure 3: The variation of over time for different masses for model B in Table 1.
Figure 4: The variation of over time for different masses for model D in Table 1.
7.1. Brown Dwarfs as Clocks

Interestingly, the cooling properties of brown dwarfs (Figure 2) can be calibrated to serve as an astronomical clock. As the electron degeneracy pressure puts a lower limit to the size of the dwarf, it cools slowly and radiates its internal energy. The luminosity of a brown dwarf is the most directly accessible observable quantity. As luminosity is a time variable, one can get important information on the age of a brown dwarf depending on its mass and the cooling rate. As evident from Figure 2, given mass and the luminosity, one can roughly identify the age of the dwarfs. However, it is still a challenge to estimate the mass of a brown dwarf. An essential part of the solution is to find brown dwarfs in a binary system where one can get an accurate estimate of the mass and then compare its luminosity against available models. Newly discovered brown dwarfs in eclipsing binaries [39, 40] can provide a data set of directly measured mass and radii. This can yield an empirical mass-radius relation that also tests the prediction of the theoretical models. Furthermore, lithium in brown dwarfs has been used as a clock to obtain the ages of young open clusters as originally suggested by Martin et al. [41] and Basri et al. [18] and most recently applied to the Pleiades by Dahm [42]. Massive brown dwarfs () deplete their lithium on a longer time scale, but VLM stars and objects above the hydrogen burning limit fuse lithium on a much shorter time scale [43]. A limitation of our model is that it does not include rotation. But the mechanical equilibrium in our models may not be significantly affected by this. For example, in model D, using (47) in (13), we find the radius of a -year-old brown dwarf of mass to be ~ cm. This implies that for a median observed rotational period () of one day [44] the ratio of magnitude of the rotational energy (~) to gravitational energy (~) for a brown dwarf is ~. However, convective mixing and the consequent lithium abundance have a strong connection to the rotation rate of brown dwarfs and pre-main-sequence stars [45]. Fast rotators are lithium-rich compared to their slow rotating counterparts, indicating a connection between the lithium content and the spin rate of young pre-main-sequence stars and brown dwarfs [46]. Rapid rotation reduces the convective mixing, resulting in a higher lithium abundance in fast rotating pre-main-sequence stars. Thus, the rotational evolution of a brown dwarf can potentially be used as a clock as discussed in Scholz et al. [44].

8. Low Mass Stars That Reach the Main Sequence

In Figure 5, we plot the time required by low mass stars to reach the main sequence. The curves represent the steady state limit where for four different models. It is interesting to note that objects of masses at the critical mass boundary between brown dwarfs and main-sequence stars, for example, for model D, reach the steady state in about  Gyr. This suggests that objects just below the critical mass undergo nuclear burning for an extended period of time but fail to enter the main sequence. Furthermore, stars in the mass range for model D take more than  yr to reach the main sequence. Depending on the phase transition points for different models, these numbers vary but the fact that stars close to the minimum mass limit can take an extended amount of time to reach the main sequence means that young stellar clusters may contain a significant fraction of objects that are still in a phase of decreasing luminosity and behave like brown dwarfs. These objects will ultimately settle into an extremely low luminosity main sequence. Here, we estimate the fraction of stars that take more than a specified time to reach the main sequence by using the modified lognormal power law (MLP) probability distribution function of Basu et al. [47]. Their cumulative distribution function is

Figure 5: The time needed to reach the main sequence, that is, , for objects of different masses. Four colored dashed lines represent different models as labeled. The triangles mark the main-sequence critical mass for the respective models.

We use the best fit MLP parameters corresponding to Chabrier’s [48] initial mass function (IMF) as obtained by Basu et al. [47], where , , and . We then use the cumulative function to calculate the fraction of stars taking more than either  yr,  yr, or  yr to reach the main sequence. Table 2 contains our results for models A to H. It turns out that about 0.2% of stars take more than  yr to reach the main sequence and about 4% take longer than  yr and about 12% take longer than  yr, for model D. Some of these objects will end up on an extremely low luminosity main sequence, and a sample of luminosity values when an object just above the substellar limit achieves , that is, reaches the main sequence, is given in Table 3.

Table 2: Minimum mass and fractions of stars.
Table 3: Luminosity at the main sequence.

9. Discussion and Conclusions

This paper presents a simple analytic model of substellar objects. A focus of the paper was to revisit both the development and the shortcomings of the theoretical understanding of the physics governing the evolution of low mass stars and substellar objects over the last 50 years. We have also made some modifications to the existing models to better explain the physics using analytic forms. Although observational constraints hinder our understanding, a simple analytic model can answer many questions. We have summarized the method of determining the minimum mass for sustained hydrogen burning. Objects in the mass range mark this critical boundary between brown dwarfs and the main-sequence stars.

We have derived a general equation of state using polylogarithm functions [49] to obtain the relation in the interior of brown dwarfs. The inclusion of the finite temperature correction gives us a much more complete and sophisticated analytic expression of the Fermi pressure (3). The application of this relation can extend to other branches of physics, especially for semiconductor and thermoelectric materials [50].

The estimate of the surface luminosity is a challenge given our limitations in understanding the physics inside such low mass objects. Also, it is still an open question if a phase transition actually occurs in a brown dwarf. The results of modern day simulations [30, 31] do raise doubts about the relevance of phase transitions in the brown dwarf scenario. We are not aware of well defined analytic models that have a unique way of estimating the surface luminosity apart from using the PPT technique as given in Burrows and Liebert [20]. In this work, rather than considering a single value for the phase transition point, we have used the entire range of temperatures from the phase transition coexistence table [14]. These are within the uncertainty range of the critical temperature of the PPT as proposed by the recent simulations [30]. Thus, considering the large uncertainties involved in such models, this range of values of the minimum mass is much more acceptable than a single distinct transition mass. However, the next step forward is to develop an analytic model for surface temperature that is independent of the PPT.

We estimate that 5% of stars take more than  yr to reach the main sequence, and 11% of stars take more than  yr to reach the main sequence (Table 2). The stars in these categories have mass very close to the minimum hydrogen burning limit and will eventually settle into an extremely low luminosity main sequence with in the range ≈10−5–10−4. The very low luminosity non-main-sequence hydrogen burning in substellar objects and the pre-main-sequence nuclear burning in very low mass stars are very interesting to study further, and our simplified model can certainly be improved in its ability to estimate the time evolution.


A. Pressure Integral

The general Fermi integral can be written as

On substituting in the second term and in the third term, we arrive atThe numerator in the above integrals can be expanded asSubstituting this in the integral for the pressure, we can proceed as follows:

Substituting for the Fermi pressure (2) and evaluating these integrals using the polylogs [49], we arrive at a simplified form Similarly, for , the expression for the number density can be obtained as

B. Surface Properties

The surface properties of a brown dwarf can be analyzed by studying the phase diagram of hydrogen in the interior and the photospheric region. The total pressure inside a stellar or substellar object can be represented aswhere is the gas pressure due to the adiabatic ideal gas and is the radiation pressure. At a temperature comparable to that of the envelope surrounding the interior of a substellar object, hydrogen is partially ionized and the helium gas is mostly molecular. For a quasistatic change, the first law of thermodynamics yields[32]. The most general expression for the internal energy of a monatomic gas iswhere we have considered the energy due to photon radiation and gas ionization. Here, is the ionization energy and is the ionization fraction of hydrogen. Taking the partial derivatives of (B.3) and using the second law of thermodynamics , we arrive atwhere . The ionization fraction is a function of density and temperature, . Using the Saha equation, we obtainUsing the above relations, we can simplify (B.4) to bewhere . This expression is the same as (19) except for the final two terms due to radiation and ionization energy, respectively. We can ignore the final term and retain terms of linear order in . On integrating and simplifying the above expression, we get the entropy for the partially ionized hydrogen and helium gas:

At low temperature () and low pressure, hydrogen is predominantly molecular and fluid. Repeating the above derivation for the nonionized diatomic hydrogen gas with energy and molecular helium, we can arrive at an expression for the entropy:In the above expressions for entropy, and are the density and the temperature, respectively. Other variables are as described in the text.

C. Thermal Properties

We discuss some of the more accurate expressions for the important thermal properties of a degenerate system.

C.1. Fermi Energy

Using (A.6) for the number density, we can write the general expression for the chemical potential in terms of the Fermi energy at [51]. Considering only the first three terms (A.6) and for , we findThe second and the third terms are the correction factor to the zero temperature Fermi energy. For , the correction factor will be in the range ~.

C.2. Specific Heat

In the nondegenerate completely ionized limit, the specific heat . At finite temperatures, the value of the specific heat is less than the limiting value; that is, . The specific heat of the ideal Fermi gas decreases monotonically. At low but finite temperatures,A detailed analysis in the calculation of the specific heat shows that the numerical coefficients in the expansion approached a limiting value of 2.

C.3. Grueneisen Parameter

Applying the condition of constant entropy to (20) leads to the conditionwhere is a constant. The Grueneisen parameter is given by the expressionUsing (C.3) in the above expression, we estimate the value of the Grueneisen parameter to be . This value is in approximate accord with Stevenson [16], who indicated that in dense Coulomb plasma when obtained from computer simulations.

C.4. Ionic Correlation

Ionic correlation is an important contribution as considered by Stolzmann and Blocker [25], Becker et al. [27], Hubbard et al. [52], and Gericke et al. [26] to name but a few. Stolzmann and Blocker [25] use the method of Pade’s approximations to provide explicit expressions for the fully ionized plasma of the Helmholtz free energy and pressure. They have considered the nonideal effects of different correlations such as the electron-electron, ion-ion, electron-ion, and exchange contribution for a wide range of values of the Coulomb coupling parameter , which is the ratio of the Coulomb to thermal energy: Here, stands for the electron density and is the charge average, given as for ions of different species . The greatest effect is in the relative pressure contribution of the ionic correlation term for hydrogen at , estimated to be ~−0.1 at and a minimum of ~−0.2 at .

Competing Interests

The authors declare that they have no competing interests regarding the publication of this paper.


The authors thank Dr. Andrea Becker and Dr. Gilles Chabrier for their valuable comments and input during the preparation of this article. They also thank Anushrut Sharma for contributing to the initial stages of this project. Shantanu Basu and S. R. Valluri were supported by Discovery Grant from the Natural Sciences and Engineering Research Council (NSERC) of Canada. S. R. Valluri also thanks King’s University College for its continued support for his research endeavours.


  1. B. R. Oppenheimer, S. R. Kulkarni, K. Matthews, and T. Nakajima, “Infrared spectrum of the cool brown dwarf GI 229B,” Science, vol. 270, no. 5241, pp. 1478–1479, 1995. View at Publisher · View at Google Scholar · View at Scopus
  2. R. Rebolo, M. R. Zapatero Osorio, and E. L. Martín, “Discovery of a brown dwarf in the Pleiades star cluster,” Nature, vol. 377, no. 6545, pp. 129–131, 1995. View at Publisher · View at Google Scholar · View at Scopus
  3. E. L. Martín, R. Rebolo, and M. R. Zapatero-Osorio, “Spectroscopy of new substellar candidates in the pleiades: toward a spectral sequence for young brown dwarfs,” Astrophysical Journal, vol. 469, no. 2, pp. 706–714, 1996. View at Publisher · View at Google Scholar · View at Scopus
  4. M. T. Ruiz, S. K. Leggett, and F. Allard, “Kelu-1: a free-floating brown dwarf in the solar neighborhood,” Astrophysical Journal, vol. 491, no. 2, pp. L107–L110, 1997. View at Publisher · View at Google Scholar · View at Scopus
  5. K. L. Luhman, V. Joergens, C. Lada, J. Muzerolle, I. Pascucci, and R. White, “The formation of brown dwarfs: observations,” in Protostars and Planets V, B. Reipurth, D. Jewitt, and K. Keil, Eds., The University of Arizona Press, 2007. View at Google Scholar
  6. G. Chabrier, A. Johansen, M. Janson, and R. Rafikov, “Giant planet and brown dwarf formation,”
  7. S. S. Kumar, “The structure of stars of very low mass,” The Astrophysical Journal, vol. 137, p. 1121, 1963. View at Publisher · View at Google Scholar
  8. S. S. Kumar, “The Helmholtz-Kelvin time scale for stars of very low mass,” The Astrophysical Journal, vol. 137, p. 1126, 1963. View at Publisher · View at Google Scholar
  9. C. Hayashi and T. Nakano, “Evolution of stars of small masses in the pre-main-sequence stages,” Progress of Theoretical Physics, vol. 30, no. 4, pp. 460–474, 1963. View at Publisher · View at Google Scholar
  10. F. D'Antona and I. Mazzitelli, “Evolution of very low mass stars and brown dwarfs. I—the minimum main-sequence mass and luminosity,” Astrophysical Journal, vol. 296, pp. 502–513, 1985. View at Publisher · View at Google Scholar
  11. A. Burrows, W. B. Hubbard, and J. I. Lunine, “Theoretical models of very low mass stars and brown dwarfs,” The Astrophysical Journal, vol. 345, pp. 939–958, 1989. View at Publisher · View at Google Scholar
  12. D. Saumon and G. Chabrier, “Fluid hydrogen at high density: the plasma phase transition,” Physical Review Letters, vol. 62, no. 20, pp. 2397–2400, 1989. View at Publisher · View at Google Scholar
  13. G. Chabrier and H. M. van Horn, “The role of the molecular-metallic transition of hydrogen in the evolution of Jupiter, Saturn, and brown dwarfs,” The Astrophysical Journal, vol. 391, no. 2, pp. 827–831, 1992. View at Publisher · View at Google Scholar
  14. G. Chabrier, D. Saumon, W. B. Hubbard, and J. I. Lunine, “The molecular-metallic transition of hydrogen and the structure of Jupiter and Saturn,” The Astrophysical Journal, vol. 391, no. 2, pp. 817–826, 1992. View at Publisher · View at Google Scholar
  15. G. Fontaine, H. C. Graboske, and H. M. van Horn, “Equations of state for stellar partial ionization zones,” The Astrophysical Journal Supplement Series, vol. 35, p. 293, 1977. View at Publisher · View at Google Scholar
  16. D. J. Stevenson, “The search for brown dwarfs,” Annual Review of Astronomy and Astrophysics, vol. 29, no. 1, pp. 163–193, 1991. View at Publisher · View at Google Scholar · View at Scopus
  17. R. Rebolo, E. L. Martin, and A. Magazzu, “Spectroscopy of a brown dwarf candidate in the Alpha Persei open cluster,” Astrophysical Journal, vol. 389, pp. L83–L86, 1992. View at Publisher · View at Google Scholar
  18. G. Basri, W. G. Marcy, and R. J. Graham, “Lithium in brown dwarf candidates: the mass and age of the faintest pleiades stars,” Astrophysical Journal, vol. 458, p. 600, 1996. View at Publisher · View at Google Scholar
  19. J. Stauffer, G. Schultz, and D. J. Kirkpatrick, “Keck spectra of pleiades brown dwarf candidates and a precise determination of the lithium depletion edge in the pleiades,” The Astrophysical Journal, vol. 499, no. 2, p. L199, 1998. View at Google Scholar
  20. A. Burrows and J. Liebert, “The science of brown dwarfs,” Reviews of Modern Physics, vol. 65, no. 2, pp. 301–336, 1993. View at Publisher · View at Google Scholar · View at Scopus
  21. W. A. Fowler and F. Hoyle, “Neutrino processes and pair formation in massive stars and supernovae,” Astrophysical Journal Supplement, vol. 9, p. 201, 1964. View at Publisher · View at Google Scholar
  22. T. Padmanabhan, Theoretical Astrophysics, Volume 1: Astrophysical Processes, Cambridge University Press, Cambridge, UK, 1999.
  23. A. Sommerfeld, “Zur Elektronentheorie der Metalle auf Grund der Fermischen Statistik. I. Teil: Allgemeines, Strömungs- und Austrittsvorgänge,” Zeitschrift für Physik, vol. 47, no. 1-2, pp. 1–32, 1928. View at Publisher · View at Google Scholar · View at Scopus
  24. W. B. Hubbard, Planetary Interiors, Van Nostrand Reinhold, New York, NY, USA, 1984.
  25. W. Stolzmann and T. Blocker, “Thermodynamical properties of stellar matter. I. Equation of state for stellar interiors,” Astronomy & Astrophysics, vol. 314, pp. 1024–1040, 1996. View at Google Scholar
  26. O. D. Gericke, K. Wünsch, A. Grinenko, and J. Vorberger, “Structural properties of warm dense matter,” Journal of Physics: Conference Series, vol. 220, no. 1, Article ID 012001, 2010. View at Publisher · View at Google Scholar · View at Scopus
  27. A. Becker, W. Lorenzen, J. J. Fortney, N. Nettelmann, M. Schöttler, and R. Redmer, “AB initio equations of state for hydrogen (H-REOS.3) and helium (H-REOS.3) and their implications for the interior of brown dwarfs,” The Astrophysical Journal Supplement Series, vol. 215, no. 2, p. 21, 2014. View at Google Scholar
  28. O. L. Anderson, “The Grüneisen ratio for the last 30 years,” Geophysical Journal International, vol. 143, no. 2, pp. 279–294, 2000. View at Publisher · View at Google Scholar
  29. S. Chandrasekhar, An Introduction to the Study of Stellar Structure, The University of Chicago Press, Chicago, Ill, USA, 1939.
  30. J. Yang, Ch. L. Tian, F. Sh. Liu, K. H. Yuan, H. M. Zhong, and F. Xiao, “A new evidence of first-order phase transition for hydrogen at 3000 K,” Europhysics Letters, vol. 109, no. 3, Article ID 36003, 2015. View at Publisher · View at Google Scholar
  31. M. A. Morales, C. Pierleoni, E. Schwegler, and D. M. Ceperley, “Evidence for a first-order liquid-liquid transition in high-pressure hydrogen from ab initio simulations,” Proceedings of the National Academy of Sciences of the United States of America, vol. 107, no. 29, pp. 12799–12803, 2010. View at Publisher · View at Google Scholar · View at Scopus
  32. D. D. Clayton, Principles of Stellar Evolution and Nucleosynthesis, McGraw-Hill, New York, NY, USA, 1968.
  33. D. Saumon, G. Chabrier, and H. M. Van Horn, “An equation of state for low-mass stars and giant planets,” Astrophysical Journal, Supplement Series, vol. 99, no. 2, pp. 713–741, 1995. View at Publisher · View at Google Scholar · View at Scopus
  34. W. Lorenzen, B. Holst, and R. Redmer, “First-order liquid-liquid phase transition in dense hydrogen,” Physical Review B, vol. 82, no. 19, Article ID 195107, 6 pages, 2010. View at Publisher · View at Google Scholar
  35. G. Mazzola, S. Yunoki, and S. Sorella, “Unexpectedly high pressure for molecular dissociation in liquid hydrogen by electronic simulation,” Nature Communications, vol. 5, article 3487, 2014. View at Publisher · View at Google Scholar · View at Scopus
  36. M. D. Knudson, M. P. Desjarlais, A. Becker et al., “Direct observation of an abrupt insulator-to-metal transition in dense liquid deuterium,” Science, vol. 348, no. 6242, pp. 1455–1460, 2015. View at Publisher · View at Google Scholar · View at Scopus
  37. W. A. Fowler, G. R. Caughlan, and B. A. Zimmerman, “Thermonuclear reaction rates, II,” Annual Review of Astronomy & Astrophysics, vol. 13, pp. 69–112, 1975. View at Publisher · View at Google Scholar
  38. B. Paxton, L. Bildsten, A. Dotter, F. Herwig, P. Lesaffre, and F. Timmes, “Modules for Experiments in Stellar Astrophysics (MESA),” The Astrophysical Journal Supplement, vol. 192, no. 1, 3 pages, 2011. View at Publisher · View at Google Scholar
  39. K. G. Stassun, R. D. Mathieu, and J. A. Valenti, “Discovery of two young brown dwarfs in an eclipsing binary system,” Nature, vol. 440, no. 7082, pp. 311–314, 2006. View at Publisher · View at Google Scholar · View at Scopus
  40. T. J. David, L. A. Hillenbrand, A. M. Cody, J. M. Carpenter, and A. W. Howard, “K2 discovery of young eclipsing binaries in upper scorpius: direct mass and radius determinations for the lowest mass stars and initial characterization of an eclipsing brown dwarf binary,” The Astrophysical Journal, vol. 816, no. 1, article 21, 27 pages, 2016. View at Google Scholar
  41. E. L. Martin, R. Rebolo, and T. Magazzu, “Constraints to the masses of brown dwarf candidates form the lithium test,” The Astrophysical Journal, vol. 436, no. 1, pp. 262–269, 1994. View at Publisher · View at Google Scholar
  42. E. S. Dahm, “Reexamining the lithium depletion boundary in the pleiades and the inferred age of the cluster,” The Astrophysical Journal, vol. 813, no. 2, article 108, 2015. View at Publisher · View at Google Scholar
  43. A. Magazzù, E. L. Martin, and R. Rebolo, “A spectroscopic test for substellar objects,” Astrophysical Journal, vol. 404, no. 1, pp. L17–L20, 1993. View at Publisher · View at Google Scholar · View at Scopus
  44. A. Scholz, V. Kostov, R. Jayawardhana, and K. Mužić, “Rotation periods of young brown dwarfs: k2 survey in upper scorpius,” The Astrophysical Journal, vol. 809, article L29, 2015. View at Publisher · View at Google Scholar
  45. E. L. Martín and A. Claret, “Stellar models with rotation: an exploratory application to pre-main sequence lithium depletion,” Astronomy & Astrophysics, vol. 306, no. 2, pp. 408–416, 1996. View at Google Scholar · View at Scopus
  46. J. Bouvier, C. A. Lanzafame, L. Venuti et al., “The Gaia-ESO Survey: a lithium-rotation connection at 5 Myr?” Astronomy & Astrophysics, vol. 590, article A78, 2016. View at Publisher · View at Google Scholar
  47. S. Basu, M. Gil, and S. Auddy, “The MLP distribution: a modified lognormal power-law model for the stellar initial mass function,” Monthly Notices of the Royal Astronomical Society, vol. 449, no. 3, pp. 2413–2420, 2015. View at Publisher · View at Google Scholar
  48. G. Chabrier, “The initial mass function: from Salpeter 1955 to 2005,” in The Initial Mass Function 50 Years Later, E. Corbelli, F. Palla, and H. Zinnecker, Eds., vol. 327 of Astrophysics and Space Science Library, pp. 41–50, Springer, Dordrecht, Netherlands, 2005. View at Google Scholar
  49. J. Tanguay, M. Gil, D. J. Jeffrey, and S. R. Valluri, “D-dimensional Bose gases and the Lambert W function,” Journal of Mathematical Physics, vol. 51, no. 12, Article ID 123303, 2010. View at Publisher · View at Google Scholar
  50. M. Molli, K. Venkataramaniah, and S. R. Valluri, “The polylogarithm and the Lambert W functions in thermoelectrics,” Canadian Journal of Physics, vol. 89, no. 11, pp. 1171–1178, 2011. View at Publisher · View at Google Scholar · View at Scopus
  51. R. P. Feynman, Statistical Mechanics: A Set of Lectures, Benjamin/Cummings Publishing, Reading, Mass, USA, 1972.
  52. W. B. Hubbard and H. E. Dewitt, “Statistical mechanics of light elements at high pressure. VII—a perturbative free energy for arbitrary mixtures of H and He,” Astrophysical Journal, vol. 290, pp. 388–393, 1985. View at Publisher · View at Google Scholar