Thermodynamics and its Prediction and CALPHAD Modeling: Review, State of the Art, and Perspectives
arXiv:2301.02132 · doi:10.1016/j.calphad.2023.102580
Abstract
Thermodynamics is a science concerning the state of a system, whether it is stable, metastable, or unstable. The combined law of thermodynamics derived by Gibbs about 150 years ago laid the foundation of thermodynamics. In Gibbs combined law, the entropy production due to internal processes was not included, and the 2nd law was thus practically removed from the Gibbs combined law, so it is only applicable to systems under equilibrium. Gibbs further derived the classical statistical thermodynamics in terms of the probability of configurations in a system. With the quantum mechanics (QM) developed, the QM-based statistical thermodynamics was established and connected to classical statistical thermodynamics at the classical limit as shown by Landau. The development of density function theory (DFT) by Kohn and co-workers enabled the QM prediction of properties of the ground state of a system. On the other hand, the entropy production due to internal processes in non-equilibrium systems was studied separately by Onsager and Prigogine and co-workers. The digitization of thermodynamics was developed by Kaufman in the framework of the CALPHAD modeling of individual phases. Our recently termed zentropy theory integrates DFT and statistical mechanics through the replacement of the internal energy of each individual configuration by its DFT-predicted free energy. Furthermore, through the combined law of thermodynamics with the entropy production as a function of internal degrees of freedom, it is shown that the kinetic coefficient matrix of independent internal processes is diagonal with respect to the conjugate potentials in the combined law, and the cross phenomena represented by the phenomenological Onsager reciprocal relationships are due to the dependence of the conjugate potential of the molar quantity in a flux on nonconjugate potentials.
References in corpus (67)
- Restoring the density-gradient expansion for exchange in solids and surfaces
- Generalized gradient approximation for solids and their surfaces
- Climbing the Density Functional Ladder: Non-Empirical Meta-Generalized Gradient Approximation Designed for Molecules and Solids
- Entanglement Entropy and Quantum Field Theory
- Microscopic Origin of the Bekenstein-Hawking Entropy
- Area laws for the entanglement entropy - a review
- DeepXDE: A deep learning library for solving differential equations
- Geometric and Renormalized Entropy in Conformal Field Theory
- The Alloy Theoretic Automated Toolkit: A User Guide
- Enthalpy and the Mechanics of AdS Black Holes
- Computational complexity and fundamental limitations to fermionic quantum Monte Carlo simulations
- Recent Advances and Applications of Deep Learning Methods in Materials Science
- Time-dependent density functional theory: Past, present, and future
- Black hole chemistry: thermodynamics with Lambda
- Thermodynamics of Kerr-Newman-AdS Black Holes and Conformal Field Theories
- Quantum Monte Carlo methods for nuclear physics
- First-principles theory of ferroelectric phase transitions for perovskites: The case of BaTiO3
- The Effect of Lattice Vibrations on Substitutional Alloy Thermodynamics
- By-passing the Kohn-Sham equations with machine learning
- Phase transitions in BaTiO from first principles
- Finding Density Functionals with Machine Learning
- Density functional theory in transition-metal chemistry: a self-consistent Hubbard U approach
- Logarithmic Corrections to Black Hole Entropy from the Cardy Formula
- Entanglement negativity in quantum field theory
- General Logarithmic Corrections to Black Hole Entropy
- Entropy, Area, and Black Hole Pairs
- Continuum variational and diffusion quantum Monte Carlo calculations
- Ab initio statistical mechanics of the ferroelectric phase transition in PbTiO3
- Entanglement transition in a monitored free fermion chain -- from extended criticality to area law
- When conceptual worlds collide: The GUP and the BH entropy
- Collective modes and thermodynamics of the liquid state
- Logarithmic Corrections to Schwarzschild and Other Non-extremal Black Hole Entropy in Different Dimensions
- On the log correction to the black hole area law
- Computational screening of high-performance optoelectronic materials using OptB88vdW and TB-mBJ formalisms
- Accelerating computational modeling and design of high-entropy alloys
- Interpretations of ground-state symmetry breaking and strong correlation in wavefunction and density functional theories
- Quantum Critical Points and the Sign Problem
- Thermal Fluctuations and Black Hole Entropy
- First-Principles Thermodynamic Theory of Seebeck Coefficients
- Theory of Cross Phenomena and Their Coefficients Beyond Onsager Theorem
- Scaling of entanglement entropy at deconfined quantum criticality
- ESPEI for efficient thermodynamic database development, modification, and uncertainty quantification: application to Cu-Mg
- Density Functional Theory is Not Straying from the Path toward the Exact Functional
- Quantum coarse-grained entropy and thermodynamics
- The SU(2) Black Hole entropy revisited
- Ab Initio Full Cell GW+DMFT for Correlated Materials
- Critical Phenomena of Charged de Sitter Black Holes in Cavities
- Zentropy Theory for Positive and Negative Thermal Expansions
- Quantified Uncertainty in Thermodynamic Modeling for Materials Design
- Free energy calculation of mechanically unstable but dynamically stabilized bcc titanium
- Thermodynamic Fluctuations in Magnetic Phase Transition: Invar as a Prototype
- Extensible Structure-Informed Prediction of Formation Energy with Improved Accuracy and Usability employing Neural Networks
- Instability of Super-Entropic Black Holes in Extended Thermodynamics
- Genomic Materials Design: CALculation of PHAse Dynamics
- Entanglement Entropy in Extended Quantum Systems
- DFTTK: Density Functional Theory ToolKit for High-throughput Lattice Dynamics Calculations
- One-body reduced density-matrix functional theory in finite basis sets at elevated temperatures
- Thermodynamic properties of ε-Fe with thermal electronic excitation effects on vibrational spectra
- Ab initio simulations on the pure Cr lattice stability at 0K: Verification with the Fe-Cr and Ni-Cr binary systems
- Parameter-free prediction of phase transition in PbTiO3 through combination of quantum mechanics and statistical mechanics
- Sensitivity estimation for calculated phase equilibria
- Ab initio investigation of H-bond disordering in -AlOOH
- Magnetic interactions and spin excitations in van der Waals ferromagnet VI
- Understanding the role of anharmonic phonons in diffusion of bcc metal
- Thermodynamics of spin crossover in ferropericlase: an improved LDA+ calculation
- Multipolar nematic state of nonmagnetic FeSe based on the DFT+
- Intermediate spin state and the B1-B2 transition in ferropericlase at tera-Pascal pressures
Cited by in corpus (12)
- Genomic Materials Design: CALculation of PHAse Dynamics
- MaterialsMap: A CALPHAD-Based Tool to Design Composition Pathways through feasibility map for Desired Dissimilar Materials, demonstrated with RSW Joining of Ag-Al-Cu
- On Gibbs Equilibrium and Hillert Nonequilibrium Thermodynamics
- Investigation of ideal shear strength of dilute binary and ternary Ni-based alloys using first-principles calculations, CALPHAD modeling and correlation analysis
- Efficient Structure-Informed Featurization and Property Prediction of Ordered, Dilute, and Random Atomic Structures
- Efficient first-principles approach to Gibbs free energy with thermal expansion
- ZENN: A Thermodynamics-Inspired Computational Framework for Heterogeneous Data-Driven Modeling
- Fundamentals on Dependence of Volume on Pressure and Temperature
- Building Materials Genome from Ground-State Configuration to Engineering Advance
- SPEA -- an analytical thermodynamic model for defect phase diagram
- Temperature-dependent thermodynamic properties of CrNbO4 and CrTaO4 by first-principles calculations
- Microcanonical ensemble out of equilibrium