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Article

Modified Gravity as Entropic Cosmology

by
Shin’ichi Nojiri
1,2,
Sergei D. Odintsov
3,4,
Tanmoy Paul
5,* and
Soumitra SenGupta
6
1
KEK Theory Center, Institute of Particle and Nuclear Studies, Oho 1-1, Tsukuba 305-0801, Ibaraki, Japan
2
Kobayashi-Maskawa Institute for the Origin of Particles and the Universe, Nagoya University, Nagoya 464-8602, Japan
3
ICREA, Passeig Luis Companys, 23, 08010 Barcelona, Spain
4
Institute of Space Sciences (ICE, CSIC), C. Can Magrans s/n, 08193 Barcelona, Spain
5
Department of Physics, Visva-Bharati University, Santiniketan 731235, India
6
School of Physical Sciences, Indian Association for the Cultivation of Science, Kolkata 700032, India
*
Author to whom correspondence should be addressed.
Universe 2026, 12(5), 126; https://doi.org/10.3390/universe12050126
Submission received: 16 February 2026 / Revised: 8 April 2026 / Accepted: 11 April 2026 / Published: 27 April 2026

Abstract

The present work reveals a direct correspondence between modified theories of gravity (cosmology) and entropic cosmology based on the thermodynamics of apparent horizon. It turns out that due to the total differentiable property of entropy, the usual thermodynamic law (used for Einstein gravity) needs to be generalized for modified gravity theories having more than one thermodynamic degree of freedom (d.o.f.). For the modified theories having n number of thermodynamic d.o.f., the corresponding horizon entropy is given by S h S BH + terms containing the time derivatives of S BH up to ( n 1 ) -th order, and moreover, the coefficient(s) of the derivative term(s) are proportional to the modification parameter of the gravity theory (compared to the Einstein gravity; S BH is the Bekenstein–Hawking entropy). By identifying the independent thermodynamic variables from the first law of thermodynamics, we show that the equivalent thermodynamic description of modified gravity naturally allows the time derivative of the Bekenstein–Hawking entropy in the horizon entropy.

1. Introduction

The discovery of black hole thermodynamics associated with the event horizon of the black hole puts two apparently different arenas of physics, namely gravity and thermodynamics, on the same footing [1,2,3,4]. In this regard, the entropy of a black hole is generally considered to be the Bekenstein–Hawking type entropy (or have some other form), and the temperature of the black hole is given by the surface gravity of the same. Then the thermodynamic law of the black hole results in the underlying gravitational field equations.
In the context of cosmology, the Friedmann–Lemaître–Robertson–Walker (FLRW) spacetime acquires an apparent horizon, and similar to black hole thermodynamics, the cosmological field equations are expected to derive from the thermodynamic laws of the apparent horizon [5,6,7,8,9,10,11,12,13]. In this regard, the Bekenstein–Hawking-like entropy of the apparent horizon leads to the usual FLRW equations of Einstein gravity from the first law of thermodynamics of the horizon [12,13]. Consequently, the natural validation of the second law of thermodynamics in Einstein gravity (cosmology) has been proposed in [14]. In addition to the Einstein gravity, the correspondence between modified theories of gravity and the horizon thermodynamics is of utmost importance in order to establish a firm connection between gravity and thermodynamics. However, the form of the horizon entropy corresponding to a modified theory of gravity is still questionable.
The growing interest in the interconnection between cosmology and thermodynamics leads to several proposals regarding the form of the entropy of the apparent horizon, such as the Bekenstein–Hawking-like entropy [6], the Tsallis entropy [15], the Rényi entropy [16], the Barrow entropy [17], the Kaniadakis entropy [18], the Sharma–Mittal entropy [19], the Loop Quantum gravity entropy [20], or more generally, the few parameter-dependent generalized entropy [21,22,23]. With such different forms of horizon entropies, the entropic cosmology turns out to have rich implications for describing inflation, dark energy, reheating, and bouncing as well [21,22,23,24,25,26,27,28,29,30,31]. From a different perspective, some of our authors proposed a microscopic interpretation of such entropies in [32], while the equivalent gravitational Lagrangian of the generalized entropy is given in [33]. Despite these successes, we still do not have a clear idea about the form of the horizon entropy corresponding to a g e n e r a l m o d i f i e d theory of gravity, or what the equivalent gravitational Lagrangian description is for a given horizon entropy. Actually, regarding the inter-connection between thermodynamics and cosmology, it is well known that the horizon entropy corresponding to Einstein gravity is given by the Bekenstein–Hawking-like entropy. However, a large class of gravity theory is governed by different modified gravity theories, such as f ( R ) theory, f ( Q ) theory, Gauss–Bonnet theory, etc. (with R and Q representing the Ricci scalar and the non-metricity scalar, respectively), for which the thermodynamic route (or, particularly, the corresponding thermodynamic laws and the form of the horizon entropy) remains unknown. Therefore, without having a proper understanding of the aforementioned issues, the thermodynamic route of cosmology remains incomplete. Motivated by these, we try to address the following issues in the present paper:
  • What is the inter-connection (if any) between modified theories of gravity and the thermodynamics of the apparent horizon?
  • What is the equivalent gravitational Lagrangian description (if any) for a given horizon entropy?
These in turn concretize the thermodynamic route of cosmology coming from a modified gravity theory. It turns out that the horizon entropy corresponding to a modified gravity theory (having more than one thermodynamic degree of freedom) acquires the time derivative(s) of Bekenstein–Hawking entropy, as such derivatives act as independent thermodynamic variables coming from the first law of thermodynamics.

2. Thermodynamics of Apparent Horizon and the Correspondence to Einstein Gravity

For a spatially flat FLRW metric given by
d s 2 = d t 2 + a 2 ( t ) d r 2 + r 2 d Ω 2
where t is the cosmic time, a ( t ) represents the scale factor of the universe and d Ω 2 is the line element for a unit 2-sphere surface. The cosmological apparent horizon, a marginally trapped surface with vanishing expansion, is determined by the relation: h ab a R b R = 0 (where h ab = diag ( 1 , a 2 ) is the induced metric of 2 dimensional space ( t , r ) ) [7]. For spatially flat FLRW spacetime, the apparent horizon has the radius at
R h ( t ) = 1 H ( t ) .
Here H ( t ) = a ˙ a is the Hubble parameter of the universe. It may be noted that, unlike static black hole thermodynamics, the apparent horizon in cosmological context is dynamical in nature; in particular, R h increases with the cosmic time provided the fluid inside the horizon satisfies the null energy condition (note that R h remains constant in the de-Sitter case where H = constant with time and the null energy condition is still valid). Here, we would like to mention that in a cosmological setup, the apparent horizon depends on the comoving observer (i.e., the apparent horizon changes by a change of comoving observer), which is unlike the black hole setup, where there is one event horizon. However, there is no reason to expect an exact similarity between “black hole thermodynamics” and “cosmological thermodynamics”. In fact, they should not be similar, because the underlying symmetry of a black hole spacetime is very different from the cosmological spacetime. In particular, the black hole spacetime is spherically symmetric with respect to o n e s i n g l e p o i n t (which is identified as r = 0 in the spherical coordinate system), while the cosmological spacetime (spatially flat, which we consider in the present work) is spherically symmetric with respect to a l l s p a t i a l p o i n t s . Such two differently symmetric spacetimes should not be expected to have exactly similar thermodynamics.
In a cosmological setup, the temperature of the apparent horizon is given by the surface gravity of the same, and it is defined at a constant time hypersurface. Here, it deserves mentioning that in a time-dependent cosmological scenario, where the presence of a time-like killing vector field is absent, a suitable notion of surface gravity is given by the Hayward–Kodama surface gravity [7,8,9,10,11,12,13,14,34,35,36]. In particular, the Hayward–Kodama surface gravity in a spatially flat FLRW metric comes as:
κ = 1 2 h a h h a b b R | R h ,
with h a b = diag . ( 1 , a 2 ) defines the induced metric along constant θ and constant φ , i.e., h a b is the induced metric along the normal of the apparent horizon. Using R h = 1 / H , one gets
κ = 1 R h 1 R ˙ h 2 .
This is identified with the horizon temperature (see [12] and the references therein), namely
T = | κ | 2 π = 1 2 π R h 1 R ˙ h 2 .
It may be mentioned that the zeroth law of thermodynamics, in a cosmological set-up, states that the temperature for all spatial points of the apparent horizon (at a constant time slice) are the same, which is indeed valid in the present context.
With these ingredients in hand, we now briefly show that the Einstein gravity (cosmology) is indeed connected with the thermodynamics of the apparent horizon. In this regard, let us recall the cosmological field equations of Einstein gravity:
H 2 = 8 π G 3 ρ , H ˙ = 4 π G ( ρ + p ) ,
where ( ρ , p ) represent the energy density and the pressure of a perfect fluid inside the horizon, respectively, which follows the energy conservation relation:
ρ ˙ + 3 H ( ρ + p ) = 0 .
With a Bekenstein–Hawking-like entropy of the horizon along with the horizon temperature (T) as of Equation (4), the above FLRW Equation (5) can be obtained from the thermodynamics of the apparent horizon provided that the first law of horizon thermodynamics is of the following form:
T d S h = d ( ρ V ) + 1 2 ( ρ p ) d V ,
where V = 4 π 3 R h 3 is the volume enclosed by the horizon and S h is the horizon entropy, which has the form S h S BH = π / ( G H 2 ) for Einstein gravity (the abbreviation ‘BH’ stands for the ‘Bekenstein–Hawking’ entropy). Moreover, the first and the second terms in the rhs of Equation (7) represent the ‘internal energy’ and the ’work done’ term, respectively.
In establishing the connection between gravity and thermodynamics, we also need to identify the independent thermodynamic variable(s) for the gravity theory under consideration. For this purpose, in the case of Einstein gravity, we take a differential of both sides of the expression S h = π / ( G H 2 ) , leading to
d S = 2 π G H 3 d H .
Being the only differential present in the rhs of Equation (8) is d H —this clearly indicates that the independent thermodynamic variable, in the equivalent thermodynamic description of Einstein gravity, is given by: H . This depicts the reason why the horizon entropy corresponding to the Einstein gravity depends only on the Hubble parameter, as in this case, only H acts as the independent thermodynamic variable and thus S h = S h ( H ) . Being a single variable function, the S h = S h ( H ) becomes totally differentiable and acts as a state function, which in turn supports the quantity S h to be an e n t r o p y . This has important consequences in modified theories of gravity.

3. Modified Gravity with One Thermodynamic d.o.f.

In this section, we consider such modified theories of gravity that have different cosmological field equations than Einstein gravity, but the second FLRW equation does not contain more than a single order (time) derivative of the Hubble parameter. Note that the presence of up to the single derivative of the Hubble parameter in the second FLRW equation is similar to the case of Einstein gravity. As we will demonstrate, this class of modified theories is associated with one thermodynamic degree of freedom (d.o.f.).
Before going to the general case of such modified theories, let us consider an explicit example. For instance, we may take the gravity theories based on non-metricity, in particular, the F ( Q ) theory of gravity with an action like (see [37] for a review on F ( Q ) theory)
A = d 4 x g 16 π G F ( Q ) + L mat .
Here, Q represents the non-metricity scalar. In a spatially flat, homogeneous, and isotropic spacetime, the FLRW equation for the above action comes as
F ( Q ) 6 + 2 H 2 F ( Q ) = 8 π G 3 ρ ,
with F ( Q ) = d F d Q and recall that the non-metricity scalar in the spatially flat, homogeneous, and isotropic spacetime is given by Q = 6 H 2 . Therefore it may be noted from Equation (10) that, similar to Einstein gravity, the first FLRW equation in F ( Q ) theory does not contain any derivative of the Hubble parameter (or equivalently, the second FLRW equation acquires a single derivative of H). Considering a power law form of F ( Q ) = Q + γ Q m (where γ and m are constants), the above equation takes the following form
H 2 + γ ( 6 ) m 1 2 m 6 H 2 m = 8 π G 3 ρ ,
where we use Q = 6 H 2 . In the context of the apparent horizon thermodynamics, the energy density ( ρ ) times the volume enclosed by the apparent horizon acts as the total internal energy inside the horizon, in particular, U = ρ V (with V = 4 π 3 H 3 and ρ is given by the FLRW equation). Owing to Equation (11), a differential of the internal energy leads to
d U = 1 2 G H 4 H 2 + γ ( 6 ) m ( 2 m 3 ) ( 2 m 1 ) 6 H 2 m d H .
Being the only differential in the rhs of Equation (12) is d H , and since d U acts as a thermodynamic state function, Equation (12) immediately points out that the independent thermodynamic variable for F ( Q ) = Q + γ Q m cosmology is given by H ; i.e., F ( Q ) = Q + γ Q m cosmology requires one thermodynamic d.o.f. to have a consistent thermodynamic description. In order to examine the possible link between F ( Q ) = Q + γ Q m and entropic cosmology, we define a quantity S in the thermodynamic sector of the apparent horizon, such that
d S = d ( ρ V ) T + 1 2 ( ρ p ) d V T ,
where T represents the horizon temperature as of Equation (4). In this regard, we should work on the following two points: (1) we first need to check whether S is totally differentiable. If so, then S behaves as a state function and can act as the entropy of the horizon corresponding to the F ( Q ) = Q + γ Q m cosmology; otherwise, we have to find a total differentiable function to define the correct horizon entropy. (2) After identifying the horizon entropy, we then find the explicit form of the entropy that leads to the FLRW Equation (11) from the first law of the horizon thermodynamics. By using Equations (11) and (13), one gets the following expression of d S :
d S = 2 π G H 3 1 + γ ( 6 ) m m 2 m 2 6 H 2 m 2 d H .
Due to H acting as the independent thermodynamic variable, Equation (14) shows that the quantity S depends only on H, i.e., S = S ( H ) , which is totally differentiable (as a single variable function). Therefore, the quantity S behaves as a state function and can be treated as the horizon entropy for the F ( Q ) = Q + γ Q m cosmology; thus, we may symbolize it as S S h (the suffix ‘h’ stands for the ‘horizon’ entropy). Here, it may be mentioned that the Einstein cosmology as well as the F ( Q ) = Q + γ Q m cosmology share the same independent thermodynamic variable, namely H —this is due to the fact that the second FLRW equation in both the theories contains up to the single derivative of the Hubble parameter (the argument holds true for any general form of F ( Q ) theory). Since S itself is the horizon entropy, Equation (13) is already designed in terms of the state function entropy, and thus Equation (13) is considered to be the true thermodynamic law of the apparent horizon corresponding to F ( Q ) = Q + γ Q m cosmology, namely
T d S h = d ( ρ V ) + 1 2 ( ρ p ) d V .
To determine the explicit form of S h , we use Equation (14) which, by integrating once, yields
S h = S BH + γ m 1 2 m m 2 6 π G m 1 1 S BH m 2 ,
where S BH = π / ( G H 2 ) is used to arrive at the above expression. Clearly the S h of Equation (16) reduces to the Bekenstein–Hawking entropy for γ 0 , as expected. Equation (16) gives the entropy of the apparent horizon that leads to Equation (11), i.e., the cosmological field equations for F ( Q ) = Q + γ Q m gravity theory, directly from the first law of thermodynamics of the apparent horizon (15). Therefore, in the context of entropic cosmology, although the Einstein gravity and the F ( Q ) theory share the same independent thermodynamic variable, i.e., H , their corresponding horizon entropy(ies) are different.

General Case

Based on the above example, we now summarize the procedures in establishing the thermodynamic correspondence for the class of modified gravity theories where the second FLRW equation contains up to the first-order time derivative of the Hubble parameter.
  • For such modified gravity theories, the FLRW equations take the following form:
    F ( H ) = 8 π G 3 ρ , F H 2 H ˙ = 4 π G ( ρ + p ) ,
    where ( ρ , p ) satisfy the conservation relation (6). Moreover, F ( H ) is any analytic function of the Hubble parameter, depending on the gravity theory under consideration; for instance, the functional form of F ( H ) for F ( Q ) = Q + γ Q m theory is shown in Equation (11).
  • The first FLRW equation suggests that ρ depends only on H and, thus, a differential of the internal energy ( U = ρ V : a state function in apparent horizon thermodynamics) comes as follows:
    d U = ρ V H + V ρ H d H ,
    which clearly states that the independent thermodynamic variable, in the thermodynamic description of the modified theories governed by Equation (17), is given by H . In order to examine the possible connection between such modified gravity and the horizon thermodynamics, we define a quantity S in the thermodynamic sector by the way:
    d S = d ( ρ V ) T + 1 2 ( ρ p ) d V T ,
    with T being the temperature of the horizon. At this stage, it is important to check whether S behaves as a state function and can stand as the entropy of the horizon. If so, we then can express the thermodynamic law of the apparent horizon in terms of the correct horizon entropy.
  • For this purpose, one may use Equations (17) and (19) to get
    d S = π G H 4 F H d H ,
    depicting that S depends on the independent variable H, i.e., S = S ( H ) . Therefore, being a single variable function, S becomes totally differentiable (or a state function) and, thus, can act as the horizon entropy for the present case.
  • Once S is identified to be the horizon entropy (i.e., S S h ), the thermodynamic law of the apparent horizon, corresponding to the present class of modified theories of gravity, can be immediately written from Equation (19), and is given by
    T d S h = d ( ρ V ) + 1 2 ( ρ p ) d V .
  • Finally, the explicit form of S h can be obtained by integrating Equation (20), which yields
    S h = π G 1 H 4 F H d H | S BH = π / ( G H 2 ) ,
    which can be expressed in terms of the S BH = π / ( G H 2 ) . For Einstein gravity, F ( H ) = H 2 , and thus the S h of Equation (22) reduces to the Bekenstein–Hawking form; while for other gravity theories where F ( H ) H 2 , the horizon entropy acquires a different form than the Bekenstein–Hawking one. Therefore, in the equivalent thermodynamic description of the modified gravity theories governed by Equation (17)—the independent thermodynamic variable is given by H (evident from Equation (18)), while the thermodynamic law and the horizon entropy are shown in Equations (21) and (22), respectively.

4. Modified Gravity with More than One Thermodynamic d.o.f.

We now focus on the modified gravity theories where the second FLRW equation contains higher time derivatives of the Hubble parameter (see [38,39] for an extended review on modified gravity). It will turn out that this class of modified theory requires more than one thermodynamic degree of freedom (d.o.f.) in order to have their consistent thermodynamic description. However, before moving to a general form of such modified gravity, let us work with two definite examples, for instance F ( R ) = R + α R 2 and F ( R , G ) = R + β G 2 , respectively (where R is the Ricci scalar and G is the Gauss–Bonnet curvature term).

4.1. An Example: F ( R ) = R + α R 2 and Entropic Cosmology

With an action for F ( R ) gravity like [38,39]
A = d 4 x g F ( R ) 16 π G + L mat ,
along with a spatially flat, homogeneous, and isotropic metric (1), the FLRW equations for the F ( R ) theory are given by
F ( R ) 2 3 H 2 + H ˙ F ( R ) + 18 4 H 2 H ˙ + H H ¨ F ( R ) = ( 8 π G ) ρ ,
F ( R ) 2 H ˙ + 3 H 2 F ( R ) + 6 8 H 2 H ˙ + 4 H ˙ 2 + 6 H H ¨ + H F ( R ) + 36 4 H H ˙ + H ¨ 2 F ( R ) = ( 8 π G ) p ,
where G is Newton’s gravitational constant, F ( R ) = d F d R , and ( ρ , p ) denote the energy density and the pressure of the fluid inside the horizon, respectively. The above two equations immediately lead to the local conservation relation of the fluid, namely Equation (6). Therefore, the two FLRW equations and the conservation equation are not independent of each other; actually, one of these can be determined from the other two. We consider the first FLRW equation and the conservation relation to be the independent ones. For F ( R ) = R + α R 2 , the first FLRW Equation (24) takes the following form
H 2 + 6 α 6 H 2 H ˙ + 2 H H ¨ H ˙ 2 = 8 π G 3 ρ ,
where an overdot d d t ), and consequently, the second FLRW equation can also be obtained from Equation (25), which contains up to the third derivative of the Hubble parameter. The FLRW Equation (26) shows that ρ = ρ ( H , H ˙ , H ¨ ) , and thus the differential of the internal energy U = ρ V (which is a state function in the context of horizon thermodynamics) turns out to be
d U = ρ V H + V ρ H d H + V ρ H ˙ d H ˙ + V ρ H ¨ d H ¨ .
This confirms that the thermodynamic scenario, corresponding to F ( R ) = R + α R 2 cosmology, treats H , H ˙ , H ¨ to be the independent thermodynamic variables, and therefore the other thermodynamic quantities are determined in terms of these three variables. It may be noted from Equation (27) that for α = 0 , all the coefficients of d H ˙ and d H ¨ vanish, and thus only H acts as the independent thermodynamic variable in the case of Einstein gravity—this is consistent with the fact that the correct horizon entropy for Einstein gravity depends only on H. In order to examine the possible link between F ( R ) = R + α R 2 and entropic cosmology, we first need to identify the entropy of the apparent horizon, which should be a state function. For this purpose, let us define a quantity S in the thermodynamic sector of the apparent horizon by the way:
d S = d ( ρ V ) T + 1 2 ( ρ p ) d V T ,
where T is the horizon temperature as of Equation (4). Similar to the previous cases, we now need to check whether S is a state function and can be the correct entropy of the horizon (in this regard, we will get considerable differences compared to the earlier cases). By using Equation (26), one easily gets the differential of S from Equation (28) as follows:
d S = π G 2 H 3 + 72 α H ˙ H 3 + 12 α H ¨ H 4 d H + 36 α H 2 12 α H ˙ H 4 d H ˙ + 12 α H 3 d H ¨ .
The following important points deserves mentioning at this stage:
1.
Being H , H ˙ , H ¨ the independent variables, the entity S is not totally differentiable. Therefore, S is not a state function and cannot be the true thermodynamic entropy for F ( R ) = R + α R 2 cosmology. This is a generic problem for the modified gravity theories, particularly where the (second) FLRW equation contains higher derivatives of the Hubble parameter and has more than one thermodynamic d.o.f., as we will show at the end of this section. Here, we would like to mention that such an issue does not arise in the modified theories discussed in Section 3 because, in this case, the independent variable is given by only H and, thus, the S = S ( H ) becomes totally differentiable (as a single variable function), which safely acts as the corresponding thermodynamic entropy.
2.
We may note from Equation (29) that, rather than S, the quantity which is totally differentiable is given by:
π G d S S BH 2 = 2 H + 72 α H H ˙ + 12 α H ¨ d H + 36 α H 2 12 α H ˙ d H ˙ + 12 α H d H ¨ ,
i.e., 1 S BH 2 plays the role of the integrating factor (see Appendix A for the details of such integrating factor). Consequently, we may express
d S S BH 2 = d 1 S h ,
where S h is total differentiable, and as a result, Equation (30) can be written as
π G d S h S h 2 = 2 H + 72 α H H ˙ + 12 α H ¨ d H + 36 α H 2 12 α H ˙ d H ˙ + 12 α H d H ¨ .
In terms of the state function S h , Equation (28) takes the following form (see Appendix B for the derivation):
T d S h = d ρ V + 1 2 ( ρ p ) + 1 2 1 3 H 2 8 π G ρ 2 ( ρ + p ) 1 + 2 H 2 H ˙ d V ,
with ρ = ρ ( H , H ˙ , H ¨ ) is shown in Equation (26). In the limit of Einstein gravity— S h takes the Bekenstein–Hawking form (see Equation (31)) and H 2 = 8 π G ρ 3 , then Equation (33) becomes T d S BH = d ( ρ V ) + 1 2 ( ρ p ) d V , which is the thermodynamic law of the apparent horizon for Einstein gravity. Therefore, we may argue that Equation (33) represents the thermodynamic law of the apparent horizon corresponding to F ( R ) = R + α R 2 cosmology with the identifications like T is the temperature of the horizon (coming from the surface gravity of the horizon); S h is the horizon entropy (a state function); the first term in the rhs is the change of internal energy; while the second term in the rhs, which is proportional to d V , shows as work done. Moreover, in support for the quantity S h to be an e n t r o p y , let us use Equations (28) and (31) to get
d S h S h 2 = 8 G 2 3 d ρ ,
where the conservation relation of the fluid has been used. The above expression clearly shows the monotonic increasing behavior of S h with the cosmic time (as long as the fluid satisfies the null energy condition)—this actually supports the increasing behavior of an entropy function. Later we will show that, beside the F ( R ) = R + α R 2 cosmology, the thermodynamic law for g e n e r a l modified gravity theories (cosmology) is given by the same form as Equation (33), which also has a limit to the Einstein gravity.
Having obtained the thermodynamic law in Equation (33), we now intend to find the form of horizon entropy ( S h ) corresponding to the F ( R ) = R + α R 2 cosmology. For this purpose, we now integrate Equation (32) to obtain the following expression of S h as
S h = π G H 2 1 + 6 α 6 H ˙ + 2 H ¨ H H ˙ 2 H 2 1 .
With the help of S BH = π / ( G H 2 ) , the rhs of the above equation can be expressed in terms of S BH , S ˙ BH , S ¨ BH , and by doing so, we get
S h = S BH 1 18 α π G 1 / 2 S ˙ BH S BH 3 / 2 + 15 α 2 S ˙ BH 2 S BH 2 6 α S ¨ BH S BH 1 .
Equation (36) gives the entropy of the apparent horizon that leads to Equation (26), i.e., the cosmological field equations for F ( R ) = R + α R 2 gravity theory, directly from the first law of thermodynamics (33) of the apparent horizon. In the correspondence between F ( R ) = R + α R 2 and entropic cosmology, it turns out that S BH , S ˙ BH , S ¨ BH act as the independent thermodynamic variables (as evident from Equation (27)), and thus the horizon entropy depends on these three variables (recall that the independent variables may be given by H , H ˙ , H ¨ or S BH , S ˙ BH , S ¨ BH due to S BH = π G H 2 ). The other thermodynamic state quantities, for instance the internal energy, can also be identified in terms of these independent thermodynamic variables (see Equation (47), where we show such identifications in general modified gravity). Moreover, it may be noted from Equation (36) that the coefficients of the time derivatives of S BH in the expression of S h are proportional to the higher curvature parameter α , which identically vanish for Einstein gravity.
Since the thermodynamic system (corresponding to F ( R ) = R + α R 2 cosmology) has three d.o.f., the thermodynamic state of the system may be represented by a 3-dimensional configuration space where the coordinates of a point are given by ( H , H ˙ , H ¨ ) . Any two arbitrary points in the configuration space are connected by many possible paths, including the classical one governed by the FLRW Equation (26), where the boundary conditions are given by the coordinates of the considered points. In this regard, we would like to mention that Equation (32) (or equivalently, Equation (35)) is valid for all the possible configurations; in particular, Equation (32) can be used to calculate the change of entropy between two points in the configuration space via any possible paths (connecting the two points). On the other hand, the thermodynamic law (33) (in terms of d U and d V ) is obtained by using the FLRW Equation (26). This indicates that, unlike Equation (32), the thermodynamic law (33) is defined over only the classical path between two points in the configuration space.
Here, we would like to mention that recently Hollands, Wald, and Zhang in [40] showed that the entropy of a dynamical black hole, in general relativity, also has a derivative term of the Bekenstein–Hawking entropy (with respect to the affine parameter of the null horizon generators; see also [41]), where the Bekenstein–Hawking entropy appears as Wald entropy (the Wald entropy formula allows one to find the entropy of black hole event horizons within any diffeomorphism invariant theory of gravity). By the current work, we may argue that the derivatives of Bekenstein–Hawking entropy can also appear in cosmological scenarios in some modified theories of gravity, particularly those having more than one thermodynamic degree of freedom. However, the exact comparison between the cosmic horizon entropy (obtained above, for instance, in Equation (36)) and the Wald entropy is worthwhile to investigate, and we expect to study it somewhere else.
By using the thermodynamic law (33), along with the proper horizon entropy S h , we can determine the F ( R ) cosmological field equations directly from the thermodynamic route. From such field equations, one may study various cosmological phenomena, for instance, from inflation to the late-time dark energy era. Regarding the inflationary era, the parameter of F ( R ) = R + α R 2 , i.e., α , is constrained to be α ∼1010 (in Planck units) in order to be compatible with the Planck results.
The thermodynamic correspondence of F ( R , G ) = R 16 π G + β G 2 theory and entropic cosmology is discussed in Appendix C.

4.2. General Case

Based on these examples, we now summarize the thermodynamic equivalence of the class of modified gravity theories where the second FLRW equation contains higher derivative(s) of the Hubble parameter, and the demonstration goes as follows:
  • For this class of modified gravity, the FLRW equation for spatially flat, homogeneous, and isotropic spacetime can be written as [38,39]
    F H , H ˙ , H ¨ , , H ( n 1 ) = 8 π G 3 ρ ,
    where the lhs of Equation (37) represents a function of the Hubble parameter and its time derivatives (with H ( n 1 ) = d n 1 H d t n 1 ), and the explicit functional form depends on the gravity theory under consideration. For instance, in R + α R 2 theory, n = 3 , and the functional form is shown in the lhs of Equation (26). Here, it may be mentioned that Equation (37), along with the conservation of the fluid, leads to the second FLRW equation, and since the first FLRW Equation (37) contains up to ( n 1 ) -th order time derivative of the Hubble parameter, the second FLRW equation acquires up to n-th order derivative of H.
  • Owing to the FLRW Equation (37), the differential of internal energy ( U = ρ V ) comes as
    d U = 3 8 π G V F H + F V H d H + V i = 1 n 1 F H ( i ) d H ( i ) .
    Therefore, in the context of apparent horizon thermodynamics where d U is a state function, Equation (38) provides the independent thermodynamic variable corresponding to the modified theories (governed by Equation (37)) as: H , H ˙ , H ¨ , , H ( n 1 ) . In order to examine the possible link between the cosmology of such modified theories and the entropic cosmology, we define a quantity S in the thermodynamic sector, via
    d S = d ( ρ V ) T + 1 2 ( ρ p ) d V T ,
    where T is given in Equation (4). Such a quantity, namely S, turns out to be important to define the correct entropy of the apparent horizon corresponding to the present class of modified theories. By using the FLRW Equation (37), one gets
    d S = 8 π 2 3 H 4 i = 0 n 1 F H ( i ) d H ( i ) .
    Here, the function F ( H , H ˙ , H ¨ , . . . . . , H ( n 1 ) ) is a total differential as it is connected with the energy density via the FLRW equation; however due to the presence of the factor ∼ 1 H 4 in front of the summation, the quantity S fails to be a total differentiable function. As a result, S can not directly act as the entropy of the apparent horizon. However, Equation (40) also suggests that a factor like H 4 can be taken as an integrating factor, in particular
    d S S BH 2 i = 0 n 1 F H ( i ) d H ( i ) ,
    is total differentiable. Therefore we may write
    d S S BH 2 = d 1 S h .
    Here, S h is total differentiable, which, due to Equation (41), comes as
    d S h S h 2 = π G i = 0 n 1 F H ( i ) d H ( i ) .
    Moreover, Equations (40) and (42), immediately yield to,
    d S h S h 2 = 8 G 2 3 d ρ ,
    which depicts an important fact that S h is a monotonic increasing function of time provided the fluid obeys the null energy condition. In the present work we indeed consider the validity of the null energy condition (i.e., ρ + p > 0 ), and thus S h increases with the cosmic time.
  • In terms of the state function S h , Equation (39) can be expressed as
    T d S h = d ρ V + 1 2 ( ρ p ) + 1 2 1 3 H 2 8 π G ρ 2 ( ρ + p ) 1 + 2 H 2 H ˙ d V ,
    where we use Equation (44). In the limit of Einstein gravity, the above expression reduces to the correct form of thermodynamic law as of Equation (7). Therefore, we may argue that the expression of Equation (45) represents the thermodynamic law for the present class of modified gravity theories (governed by Equation (37)) with the following identifications: T is the horizon temperature, S h is the horizon entropy (being a state function and monotonically increasing with time), and the terms in the rhs represent the internal energy and the work done (proportional to d V ) term, respectively.
  • Regarding the explicit form of the horizon entropy, we use Equation (43), which can be integrated once to arrive at the following expression of S h :
    S h = π G F 1 ( H , H ˙ , H ¨ , : , H ( n 1 ) ) ,
    or equivalently, this can be expressed in terms of S BH = π / ( G H 2 ) and its derivatives. Hence, the horizon entropy corresponding to the present class of modified gravity theories depends on S BH and its derivatives up to ( n 1 ) -th order. This is, however, expected from the fact that H , H ˙ , H ¨ , . . . . , H ( n 1 ) act as the independent thermodynamic variables for such modified theories, and consequently, the other thermodynamic quantities (including the horizon entropy) are supposed to depend on these independent variables. Similarly, the internal energy, in terms of these independent variables, can be expressed as
    d U = d ( ρ V ) = 1 2 G H 3 F H 3 F H d H + i = 1 n 1 F H ( i ) d H ( i ) ,
    where the function F ( H , H ˙ , H ¨ , . . . . . , H ( n 1 ) ) represents the FLRW Equation (37). Thus, as a whole, the thermodynamic law and the horizon entropy corresponding to the modified theories (with the FLRW Equation (37)) are shown in Equations (45) and (46), respectively.

5. Second, Law of Thermodynamics in Modified Theories of Gravity

Having obtained the first law of thermodynamics (and the corresponding form of horizon entropy), we now focus on the second law of thermodynamics for “general” modified theories of gravity, which is important in its own right. In this regard, we need to evaluate the change of total entropy, i.e., the horizon entropy ( S h ) and the entropy of the matter fields inside the horizon ( S m ), with respect to the cosmic expansion of the universe. Here, we consider the class of modified gravity theories having one thermodynamic d.o.f., which are governed by Equation (17); however, the generalization for more than one thermodynamic d.o.f. can be similarly formulated.
Owing to Equations (17) and (20), we have
d S h 1 H 4 d ρ ,
which shows that the horizon entropy monotonically increases with cosmic time (t), provided the matter fields obey the null energy condition, i.e., ω > 1 . In the present work, we will not consider any phantom fields; in particular, the EoS of the matter fields satisfies ω > 1 .
Regarding the matter fields inside the horizon, we consider the matter fields to be a perfect fluid with a c o n s t a n t equation of state (EoS) parameter ω given by:
p = ω ρ ,
where p and ρ represent the pressure and the energy density of the matter field, respectively. Depending on the values of ω , the universe goes through different cosmic stages. In the present work, we will use a general ω without putting any constraint on it. Our motive is to investigate which of the cosmic eras (naturally) allows the irreversibility or the reversibility of second law of the thermodynamics in the present context.
The matter field behaves like an open system as it exhibits a flux through the apparent horizon. Such kind of matter flux exists due to the difference between the comoving expansion speed of the universe ( v c ) and the speed of the formation of the apparent horizon ( v h ). In particular, v c = H D (at a physical distance D from a comoving observer) and v h = H ˙ / H 2 . Therefore the thermodynamic law of the matter fields inside the horizon can be expressed by
T m d S m = ( increase of internal energy ) + ( work done ) + ( energy flux through horizon ) ,
where T m and S m represent the temperature and entropy of the matter fields, respectively. In general, the matter fields’ temperature is considered to be different from the horizon temperature—we will explicitly examine this issue at some stage. The internal energy of the matter fields (at instant t) is given by E ( t ) = ρ ( t ) V ( t ) and, thus, the increase of internal energy during the cosmic interval d t becomes (by using the conservation law of matter field)
d E = 3 H ρ + p V d t + ρ d V .
Regarding the second term in Equation (50), the work done by the matter fields is expressed as
d W = 1 2 T ab h a b d V = 1 2 p ρ d V ,
here the work density is defined by the projection of the energy-momentum tensor of the matter fields along the normal of the apparent horizon [7,9], where h a b is the induced metric along the normal of the apparent horizon. For the third term in Equation (50), we need to realize that the matter fields exhibit a flux through the horizon due to v c v h , and the demonstration is shown in Figure 1 where the concentric spheres (with respect to the comoving observer labeled by ‘O’) represent as follows—(a) S 1 : the visible universe bounded by the apparent horizon at time t, having radius O S 1 = 1 / H ( t ) ; (b) S 2 : the visible universe bounded by the apparent horizon at time t + d t , having radius O S 2 = 1 / H ( t + d t ) = 1 H H ˙ H 2 d t (at the leading order in d t ); (c) S 3 : due to the difference between v c and v h , the sphere S 1 moves from S 1 S 3 due to the comoving expansion of the universe and thus the radius of S 3 turns out to be O S 3 = 1 H + d t (as v c ( t ) = 1 on the apparent horizon).
Thereby we calculate, the outward flux of the matter fields’ energy through the horizon as
Flux = ρ × V c ( t + d t ) V ( t + d t ) = 4 π ρ H 2 1 + H ˙ H 2 d t = 2 π ρ H 2 1 + 3 ω eff d t ,
in the leading order of d t and ω eff = −1−2 H ˙ / ( 3 H 2 ) . Recall that in modified theories of gravity (other than the Einstein gravity), the ω eff and the matter fields’ EoS ( ω , see Equation (49)) are different. Owing to Equations (51)–(53), the thermodynamic law for the matter fields inside the horizon from Equation (50) turns out to be,
T m d S m d t = π ρ H 2 ( 1 3 ω eff ) ( 1 + ω ) + 2 ( 1 + 3 ω eff ) ( 1 3 ω eff ) .
This clearly shows that T m S ˙ m < 0 in the range ω > 1 of our interest, i.e., the entropy of the matter fields proves to monotonically decrease with the cosmic time.
From the above discussions, particularly from Equations (48) and (54), it becomes clear that the entropy of the horizon increases while the matter fields’ entropy decreases with time. Therefore, we have
T h d S h d t > 0 and T m d S m d t < 0 ,
which reveals that the heat energy is released by the matter fields and is absorbed by the apparent horizon. This immediately indicates that the flow of heat energy is directed from the matter fields to the apparent horizon during the cosmic expansion of the universe. Such spontaneous direction of heat flow in turn points to the following inequality:
T m T h .
This opens two different possibilities: T m = T h or T m > T h . In the following, we examine which of these two possibilities is allowed by different cosmic eras of the universe.
For the case T m = T h , the matter fields should be in thermal equilibrium with the horizon, and the heat flow from the matter fields → the horizon is reversible in nature, i.e.,
Δ S h + Δ S m = 0 .
For the other case: T m > T h , the matter fields are not in thermal equilibrium with the horizon and the heat exchange from the matter fields to the horizon should be irreversible in nature where
Δ S h + Δ S m > 0 .
If Δ Q m is the amount of heat released by the matter fields (within the interval when the horizon entropy increases by Δ S h ), then
Δ Q m = T m Δ S m ,
which, due to T m T h , takes the following form:
Δ Q m T h Δ S h Δ S m Δ S h ,
where the equality (or inequality) sign designates the reversible (or irreversible) flow of heat energy from the matter fields to the horizon (recall, Δ Q m < 0 ). Due to Δ S h + Δ S m 0 , the above expression gets automatically satisfied if
Δ Q m T h Δ S h .
Owing to Equations (48) and (54), the above expression leads to
1 + 3 ω eff 0 .
Therefore, the reversible or irreversible case(s) of the second law of thermodynamics, in modified gravity (cosmology), demand the above condition (on ω eff ) to hold. This interestingly demonstrates the following points: (1) the irreversible case of second law of thermodynamics is allowed for ω eff > 1 3 (or equivalently, a ¨ H ˙ + H 2 < 0 ), i.e., when the universe undergoes through a deceleration era; (2) the reversible case gets satisfied for ω eff = 1 3 , i.e., at the transitions from accelerating to deceleration (or vice versa); (3) for ω eff < 1 3 , i.e., when the universe passes through an accelerating stage, neither reversible nor irreversible cases seem to hold—this may be due to the fact that an accelerating stage of the universe corresponds to a violation of strong energy condition, owing to which, the above thermodynamic law (54) of the matter fields needs to be modified. The investigation of the second law of thermodynamics during the acceleration era of the universe is worthwhile to study, which we expect to do in some future work.
Therefore, we may argue that the reversible (or irreversible) cases of the second law of thermodynamics, in modified gravity (cosmology), get naturally validated for ω eff 1 3 with the proper horizon entropy ( S h ) determined in the previous sections.

6. Conclusions and Future Remarks

In conclusion, we reveal the firm inter-connection between gravity and thermodynamics in a cosmological context based on the first and second laws of thermodynamics of the apparent horizon. It turns out that the modified gravity theories, from the perspective of the thermodynamic correspondence, can be divided into two categories depending on their independent thermodynamic variables. C a t e g o r y I (having one thermodynamic d.o.f.): For the class of modified gravity theories where the second FLRW equation contains up to a single order time derivative of the Hubble parameter, the independent thermodynamic variable is given by H ; and consequently, the horizon entropy naturally depends only on the Bekenstein–Hawking entropy (for example, the F ( Q ) or F ( T ) theory of gravity). Moreover, the thermodynamic law, corresponding to such modified theories, proves to be of similar form as in Einstein gravity. Such similarity is due to the fact that both the Einstein gravity and this class of modified gravity theories share the same thermodynamic d.o.f., namely H , in their equivalent thermodynamic description. On the other hand, C a t e g o r y I I (having more than one thermodynamic d.o.f.): for the class of modified gravity theories with higher derivatives of the Hubble parameter in the second FLRW equation (for instance, up to n-th order derivative of H, with n > 1 ), the set of independent thermodynamic variables turns out to be H , H ˙ , H ¨ , , ˙ H ( n 1 ) ; and as a result, the other thermodynamic quantities (including the horizon entropy) depend on these independent variables. Therefore the horizon entropy corresponding to this class of modified theory naturally acquires the time derivative terms of the Bekenstein–Hawking entropy, in particular
S h = S BH + terms containing up to ( n 1 ) th order time derivative of S BH .
The coefficients of such time derivative terms are proportional to the modification parameter of the gravity theory (compared to the Einstein gravity), which identically vanish and S h S BH in the limit of Einstein gravity. Moreover, the thermodynamic law for the present case of modified theories (with n > 1 ) turns out to be of a different form than the Einstein gravity (see Equation (45))). Actually, in order to have a consistent thermodynamic description, the Category-II modified theory (with n > 1 ) requires more thermodynamic d.o.f. compared to the Einstein gravity, and such difference between the Category-II and the Einstein theory gets reflected through the form of their respective thermodynamic law.
Finally, we would like to mention some interesting possibilities and some future remarks regarding the correspondence between modified gravity theories with entropic cosmology: (1) By the correspondence between modified gravity theories (cosmology) and entropic cosmology, the current work shows a way how to associate a gravitational Lagrangian (in the gravity sector) corresponding to an entropy of the apparent horizon (in the thermodynamic sector). The associated gravitational Lagrangian in turn leads to Wald entropy, which may have important significance in the context of cosmology. Moreover, (3) owing to having an associated Lagrangian with entropic cosmology, we may infer the cosmological perturbation, which in turn depicts the GWs as well as the PBH formation in the sector of horizon thermodynamics. These are worthwhile to investigate in the future.

Author Contributions

Conceptualization, T.P.; Methodology, S.N., S.D.O., T.P. and S.S.; Validation, S.D.O., T.P. and S.S.; Formal analysis, T.P.; Investigation, S.N., S.D.O., T.P. and S.S.; Writing—original draft, T.P.; Writing—review and editing, S.N., S.D.O., T.P. and S.S. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no external funding.

Data Availability Statement

No new data were created or analyzed in this study.

Conflicts of Interest

The authors declare no conflicts of interest.

Appendix A. Details of Integrating Factor

Equation (29) indicates that the quantity S is not a total differential and, thus, does not act as entropy of the horizon. Let us consider that 1 S BH 2 n (with n being a constant number) is the integrating factor in this regard; therefore, from Equation (29), we get the following relation:
d S S BH 2 n 2 H 4 n 3 + 72 α H ˙ H 4 n 3 + 12 α H ¨ H 4 n 4 d H + 36 α H 4 n 2 12 α H ˙ H 4 n 4 d H ˙ + 12 α H 4 n 3 d H ¨ , d S S BH 2 n f 1 ( H , H ˙ , H ¨ ) d H + f 2 ( H , H ˙ ) d H ˙ + f 3 ( H ) d H ¨ ,
where f i ( i = 1 , 2 , 3 ) are the respective coefficients. Now 1 S BH 2 n becomes the integrating factor, or d S S BH 2 n acts as total differential, if the functions f i obey the following conditions:
f 1 H ˙ = f 2 H , f 1 H ¨ = f 3 H , f 2 H ¨ = f 3 H ˙ .
Clearly all the above conditions hold for n = 1 . This clearly shows that 1 S BH 2 (i.e., n = 1 ) is the proper integrating factor in this regard.

Appendix B. Derivation of Equation (33)

Using d S S BH 2 = d S h S h 2 into Equation (28), we get
T d S h = S h S BH 2 d ( ρ V ) + 1 2 ( ρ p ) d V ,
with T is given in Equation (4). Moreover Equations (28) and (31) yield
d S h S h 2 = 8 G 2 3 d ρ ,
on integrating which, one gets
S h = 3 8 G 2 ρ .
Using this above equation, along with S BH = π / ( G H 2 ) , we have the following expression for the ratio of S h and S BH as
S h S BH = 3 H 2 8 π G ρ ,
which clearly indicates that for Einstein gravity the horizon entropy is similar to the Bekenstein–Hawking entropy. However, for modified gravity theory where H 2 8 π G 3 ρ , the horizon entropy differs from the Bekenstein–Hawking form. Plugging Equation (A6) into Equation (A3), we obtain
T d S h = d ( ρ V ) + 1 3 H 2 8 π G ρ 2 ρ d V + V d ρ + 1 2 3 H 2 8 π G ρ 2 ( ρ p ) d V .
Due to V = 4 π 3 H 3 which gives d V = 4 π H 4 d H , as well as, due to matter conservation relation ρ ˙ + 3 H ( ρ + p ) = 0 , the above Equation (A7) leads to
T d S h = d ρ V + 1 2 ( ρ p ) + 1 2 1 3 H 2 8 π G ρ 2 ( ρ + p ) 1 + 2 H 2 H ˙ d V ,
which is shown in Equation (33).

Appendix C. F ( R , G ) = R 16 π G + β G 2 Theory and Entropic Cosmology

The gravitational theory like [38,39]
A = d 4 x g R 16 π G + f ( G ) + L mat ,
with G = R 2 4 R ab R ab + R abcd R abcd being the Gauss–Bonnet (GB) curvature term (where a, b, c, and d are the four-dimensional spacetime indices), shows the following FLRW equation:
H 2 + 8 π G 3 f ( G ) G f ( G ) + 24 H 3 G ˙ f ( G ) = 8 π G 3 ρ ,
for a spatially flat, homogeneous, and isotropic metric. Here, ( ρ , p ) represent the energy density and the pressure of the fluid inside the horizon that satisfies the conservation equation given in Equation (6). It is well known that Einstein–Gauss–Bonnet gravity in four dimensions reduces to standard Einstein gravity—this may be noted from Equation (A10) as f ( G ) = G makes the GB contribution trivial. However, for f ( G ) G , it assists the contribution from the GB term to survive. For instance, we consider f ( G ) = β G 2 (where β is a constant of mass dimension [−4]), for which Equation (A10) takes the following form
H 2 + 24 2 β H 4 8 π G 3 3 H ˙ 2 + 6 H 2 H ˙ + 2 H H ¨ H 4 = 8 π G 3 ρ ,
where G = 24 H 2 ( H 2 + H ˙ ) for the spatially flat FLRW spacetime. Here, Equation (A11) along with the conservation relation of the fluid are treated as the independent cosmological field equations for F ( R , G ) = R 16 π G + β G 2 gravity theory, as the other FLRW equations can be determined from these two.
The dependency of ρ = ρ ( H , H ˙ , H ¨ ) in the FLRW Equation (A11) implies that H , H ˙ , H ¨ act as the independent thermodynamic variables in the equivalent thermodynamic description of F ( R , G ) = R 16 π G + β G 2 gravity theory. Moreover, to examine the possible link between F ( R , G ) = R 16 π G + β G 2 and entropic cosmology, let us define a quantity S by way of Equation (28), and then check whether it can stand as the horizon entropy. By using the FLRW Equation (A11), one gets
d S = π G 2 H 3 + 24 2 β 8 π G 3 12 H ˙ 2 H + 36 H H ˙ + 10 H ¨ 8 H 3 d H + 24 2 β 8 π G 3 6 H ˙ + 6 H 2 d H ˙ + 24 2 β 16 π G 3 H d H ¨ .
Equation (A12) suggests that, similar to the F ( R ) = R + α R 2 case, the entity S is not totally differentiable, and hence it cannot be the correct thermodynamic entropy for F ( R , G ) = R 16 π G + β G 2 cosmology. A closer observation of Equation (A12) shows that 1 S BH 2 acts as an integrating factor in this regard, and thus the quantity that is totally differentiable is given by:
π G d S S BH 2 = 2 H + 24 2 β H 4 8 π G 3 12 H ˙ 2 H + 36 H H ˙ + 10 H ¨ 8 H 3 d H + 24 2 β H 4 8 π G 3 6 H ˙ + 6 H 2 d H ˙ + 24 2 β H 4 16 π G 3 H d H ¨ .
Therefore, we may write
d S S BH 2 = d 1 S h ,
where S h is total differentiable, and is given by:
π G d S h S h 2 = 2 H + 24 2 β H 4 8 π G 3 12 H ˙ 2 H + 36 H H ˙ + 10 H ¨ 8 H 3 d H + 24 2 β H 4 8 π G 3 6 H ˙ + 6 H 2 d H ˙ + 24 2 β H 5 16 π G 3 d H ¨ ,
Equation (28), in terms of the state function S h , can be expressed by,
T d S h = d ρ V + 1 2 ( ρ p ) + 1 2 1 3 H 2 8 π G ρ 2 ( ρ + p ) 1 + 2 H 2 H ˙ d V ,
with ρ = ρ ( H , H ˙ , H ¨ ) is shown in Equation (A10). Clearly the above expression converges to a form like T d S BH = d ( ρ V ) + 1 2 ( ρ p ) d V in the limit of Einstein gravity, which is the thermodynamic law used for Einstein theory. Therefore, we may regard Equation (A16) to be the correct form of the thermodynamic law of the apparent horizon for F ( R , G ) = R 16 π G + β G 2 cosmology, where T is the horizon temperature, S h is the state function entropy, and the terms in the rhs represent the internal energy and the work done, respectively. Importantly, it may be noted that the form of thermodynamic law is the same for both the F ( R ) = R + α R 2 and F ( R , G ) = R 16 π G + β G 2 gravity theories (cosmology); in fact, as we showed in Section 4.2, that such the same form holds true for any general modified gravity theories.
With the thermodynamic law in Equation (A16), the form of horizon entropy ( S h ) corresponding to the F ( R , G ) = R 16 π G + β G 2 cosmology can be obtained by following the similar procedure as in Section 4.1. By doing so, one gets
S h = S BH 1 + β 1 1 S BH 3 + β 2 S ˙ BH S BH 7 / 2 + β 3 S ˙ BH 2 S BH 4 + β 4 S ¨ BH S BH 3 1 ,
where we use S BH = π / ( G H 2 ) , and β i are given by,
β 1 = 24 2 β 8 π G 3 π G 3 ; β 2 = 24 2 β 4 π G π G 5 / 2 , β 3 = 24 2 β 6 π G π G 2 and β 4 = 24 2 β 8 π G 3 π G 2 .
Thus, as a whole, Equation (A17) gives the horizon entropy that results from the cosmological field equations of F ( R , G ) = R 16 π G + β G 2 from the thermodynamics of the apparent horizon, or equivalently, one may argue that the cosmology of F ( R , G ) = R 16 π G + β G 2 has a correspondence with entropic cosmology provided that the horizon entropy is given by Equation (A17). It may be noted that the horizon entropy(ies) for both F ( R ) = R + α R 2 and F ( R , G ) = R 16 π G + β G 2 theories depend up to the second order time derivative of the Bekenstein–Hawking entropy—this is due to the fact that the second FLRW equation for both these gravity theories contains up to the third order time derivative of the Hubble parameter, owing to which S BH , S ˙ BH , S ¨ BH act as the independent thermodynamic variables in the equivalent thermodynamic description of these theories. Importantly, we would like to mention that the above statement regarding the independent variables holds true for any general F ( R ) as well as for general F ( R , G ) = R 16 π G + f ( G ) theories.

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Figure 1. Comparison between the formation of apparent horizon and the comoving expansion of the universe, in order to calculate the matter flux through the horizon.
Figure 1. Comparison between the formation of apparent horizon and the comoving expansion of the universe, in order to calculate the matter flux through the horizon.
Universe 12 00126 g001
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Nojiri, S.; Odintsov, S.D.; Paul, T.; SenGupta, S. Modified Gravity as Entropic Cosmology. Universe 2026, 12, 126. https://doi.org/10.3390/universe12050126

AMA Style

Nojiri S, Odintsov SD, Paul T, SenGupta S. Modified Gravity as Entropic Cosmology. Universe. 2026; 12(5):126. https://doi.org/10.3390/universe12050126

Chicago/Turabian Style

Nojiri, Shin’ichi, Sergei D. Odintsov, Tanmoy Paul, and Soumitra SenGupta. 2026. "Modified Gravity as Entropic Cosmology" Universe 12, no. 5: 126. https://doi.org/10.3390/universe12050126

APA Style

Nojiri, S., Odintsov, S. D., Paul, T., & SenGupta, S. (2026). Modified Gravity as Entropic Cosmology. Universe, 12(5), 126. https://doi.org/10.3390/universe12050126

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