Statistical mechanics Research Topics

Research Area/ Research Interest: Statistical mechanics

Research Paper Topics for Masters and PhD Thesis and publication.

1. Nonlocal statistical mechanics: General fractional Liouville equations and their solutions
2. A statistical mechanics framework for immiscible and incompressible two-phase flow in porous media
3. Parameter-free prediction of phase transition in PbTiO3 through combination of quantum mechanics and statistical mechanics
4. Statistical mechanics of inhomogeneous films of nonelectrolytes
5. Study of the large scale structure through modified gravity theory using statistical mechanics
6. Response of fiber reinforced concrete while entering into the critical stage: An attempt to detect pre-failure indicators in terms of non-extensive statistical mechanics
7. Generalizing what we learnt: Nonextensive statistical mechanics
8. Additive Manufacturability Analysis of Multiscale Aperiodic Structures: A Statistical Mechanics Approach
9. Classical uncertainty relations and entropy production in non-equilibrium statistical mechanics
10. New perspectives in statistical mechanics and high-dimensional inference
11. A Method for Evaluation of Aerodynamic Lift and Drag Based on Statistical Mechanics
12. Sergio’s Work in Statistical Mechanics: From Quantum Particles to Geometric Stochastic Analysis
13. Statistical Mechanics of Newtonian Gravity Coupled to the Harmonic Oscillator in Two Dimensions
14. Quantum statistical mechanics near a black hole horizon
15. Statistical mechanics with molecular volume as parameter
16. Probabilistic and Stochastic Dynamical Foundations of Nonextensive Statistical Mechanics
17. Robust Statistical Mechanics with Fast Particle Toolkit
18. Results from a Mapping Between Reinforcement Learning and Non-Equilibrium Statistical Mechanics
19. Statistical Mechanics of Infinitely-Wide Convolutional Networks
20. Scaling Laws in Deep Neural Networks: Insights from Statistical Mechanics and Exactly Solvable Models
21. Philosophy of Statistical Mechanics
22. LECTURE NOTES ON STATISTICAL MECHANICS
23. Surrogate Models and Statistical Mechanics of Hexagonal Orderings in Delafossites
24. Maxwell & Gibbs: 150 Years since the Foundations of Statistical Mechanics
25. A note on the mechanics emerged from systems with a stochastic process of the time variable
26. Statistical Mechanical Paradigms for Next-Generation Coarse-Grained Modeling
27. Recent progress in the statistical physics of real neural networks
28. Random process with a turbulent power spectrum
29. First-order transition of the spin-1 Blume–Capel model with random anisotropy using effective-field theory
30. The general expressions of heat and work in two representations of quantum mechanics
31. Philosophy of Statistical Mechanics
32. Entanglement negativity in a fermionic chain with dissipative defects: exact results
33. Physical–statistical learning in resilience assessment for power generation systems
34. Next fifty years of thermodynamics and its modeling: Integrating quantum, statistical, classical, and irreversible thermodynamics for prediction of transformative …
35. Tsallis q-Statistics in Seismology
36. Brazilian School and Workshop on Statistical Mechanics: recent developments
37. Gintropic scaling of scientometric indexes
38. Cointegration analysis of hazard rates and CDSs: Applications to pairs trading strategy
39. On Bayesian mechanics: a physics of and by beliefs
40. Lars Onsager Prize Winner: Peter Hänggi
41. Doubly stochastic and permutation solutions to AXA= XAX when A is a permutation matrix
42. On forest expansions for two-body partition functions on tree-like interaction graphs
43. A Holographic Principle for Non-Relativistic Quantum Mechanics
44. Emergent scale invariance in neural networks
45. Masking quantum information in the Kitaev Abelian anyons
46. The role of gene regulation in redundant and synergistic information transfers in coherent feed-forward loop
47. Optimal information, Jensen-RIG function and α-Onicescu’s correlation coefficient in terms of information generating functions
48. Generating hard satisfiable instances by planting into random constraint satisfaction problem model with growing constraint scope length
49. Structural analysis of DNA molecule in a confined shell
50. Introduction to viscoelasticity and plasticity, and their relation to the underlying microscopic dynamics in soft matter systems
51. Quantum grayscale image encryption and secret sharing schemes based on Rubik’s Cube
52. Souriau Entropy Based on Symplectic Model of Statistical Physics: Three Jean-Marie Souriau’s Seminal Papers on Lie Groups Thermodynamics
53. Multistability and Hopf bifurcation analysis for a three-strategy evolutionary game with environmental feedback and delay
54. A tale of the scattering lifetime and the mean free path
55. Fundamental Problems in Statistical Physics XV-Preface
56. p-adic statistical field theory and deep belief networks
57. Is the Statistical Interpretation of Quantum Mechanics ψ-Ontic or ψ-Epistemic?
58. Magnetic losses in single-domain magnetic particles
59. A Brownian cyclic engine operating in a viscoelastic active suspension
60. Machine learning-based prediction of elastic properties of amorphous metal alloys
61. Watermelons on the half-plane
62. A (w, t, n)-weighted threshold dynamic quantum secret sharing scheme with cheating identification
63. The construction of sets with strong nonlocality using fewer states
64. Evolution of the periphery of a self-organized road network
65. Quantifying the degree of disorder and associated phenomena in materials through zentropy: Illustrated with Invar Fe3Pt
66. Theoretical Chemistry Symposium 2021
67. Stochastic (re) constructions of non-stationary material structures: Using ensemble averaged correlation functions and non-uniform phase distributions
68. A simple analytical expression of quantum Fisher and Skew information and their dynamics under decoherence channels
69. Improved multiparty quantum private comparison based on quantum homomorphic encryption
70. Two-dimensional diffusive epidemic process in the presence of quasiperiodic and quenched disorder
71. Identification of the critical accident causative factors in the urban rail transit system by complex network theory
72. Large Fluctuations in Amplifying Graphs
73. Analogy between Boltzmann machines and Feynman path integrals
74. Features of ladders during evacuation from oil and LNG plants
75. Visibility graph analysis of web server log files
76. Soliton solution and asymptotic analysis of the three-component Hirota-Satsuma coupled KdV equation
77. Structural controllability to unveil hidden regulation mechanisms in Unfolded Protein Response: The role of network models
78. On the statistics of coherent vortices in incoherent environments
79. Thermalization of the Ablowitz-Ladik lattice in the presence of non-integrable perturbations
80. Encounter-based model of a run-and-tumble particle II: absorption at sticky boundaries
81. Improving cooperativity of transcription activators by oligomerization domains in mammalian cells
82. Phase transition and time emergence in a statistical model of species competition
83. Entropy is better related to unification than to order
84. Return over volume statistics and the Moses effect in S&P 500 data
85. Thoughts on complex systems: an interview with Giorgio Parisi
86. A bi-directional visual angle car-following model considering collision sensitivity
87. Clustering coefficients as measures of the complex interactions in a directed weighted multilayer network
88. Effect of topology on delay-induced multiple resonances in locally driven systems
89. Zentropy
90. Colloidal Droplet Chemistry with Mobile Interfaces
91. Fractal stripe structures throughout the superconducting dome in a cuprate superconductor
92. Aggregation vs. Condensation in a Lattice Model of Geometrically Frustrated Assembly
93. Role of stochasticity in the transition to turbulence in pipe flow
94. Green-Kubo relations for odd transport phenomena in chiral active matter
95. The effect of defects on magnetic droplet nucleation
96. Duality relations in single-file diffusion
97. An effective edge-adding strategy for enhancing network traffic capacity
98. Entanglement domain walls in monitored quantum circuits and the directed polymer in a random environment
99. Synchronization of phase oscillators with chemical coupling: Removal of oscillators and external feedback control
100. An atomistic theory of nucleation: Self-organization via non-equilibrium work and fluctuations
101. Heterogeneous crowd dynamics considering the impact of personality traits under a fire emergency: A questionnaire & simulation-based approach
102. Combining multiplex networks and time series: A new way to optimize real estate forecasting in New York using cab rides
103. Graph attention reinforcement learning with flexible matching policies for multi-depot vehicle routing problems
104. Acyclic Coloring of Certain Graphs
105. Dual-objective intelligent vehicle lane changing trajectory planning based on polynomial optimization
106. Traffic safety evaluation of mixed traffic flow considering the maximum platoon size of connected automated vehicles
107. GSNP Dissertation Award: Critical Transitions in Turbulence
108. Asymptotic properties of semiparametric M-estimators with multiple change points
109. Exploring the topological characteristics of urban trip networks based on taxi trajectory data
110. Data-driven complexity analysis of weighted Shenzhen Metro network based on urban massive mobility in the rush hours
111. Evolutionary quantization and matter-antimatter distribution in accelerated expanding of Universe
112. Effects of viscous and capillary forces on the growth rates of gas bubbles in supersaturated liquid–gas​ solutions
113. Synchronization of directed uniform hypergraphs via adaptive pinning control
114. Does machine learning help private sectors to alarm crises? Evidence from China’s currency market
115. Fundamentals of Particle Accelerator Physics
116. Discriminating abilities of threshold-free evaluation metrics in link prediction
117. Types of Entropies and Divergences with Their Applications
118. Interacting dreaming neural networks
119. A local fitting based multifractal detrend fluctuation analysis method
120. The temporal correlation of fluctuation–variation in the non-stationary complex climate system
121. Entropy, energy, and instability in music
122. Nonlocality in Quantum Mechanics Portrayed as a Human Twins’ Metaphor
123. Quantum Mechanics on the Lattice
124. A model of the enterprise supply chain risk propagation based on partially mapping two-layer complex networks
125. Statistical model of a superfluid solid
126. Acoustic full waveform inversion with Hamiltonian Monte Carlo method
127. A multi-scale forecasting model for CPI based on independent component analysis and non-linear autoregressive neural network
128. Black Sea gas hydrates: safe long terms storage of CO 2 with environmentally friendly energy production
129. Average quantum coherence and its use in probing quantum phase transitions
130. Multifractal characteristics of multiscale drought in the Yellow River Basin, China
131. Knots from the random matrix theory with a replica
132. Explaining Bose “Cylinder Surface” Units Based Upon Integrals Over Particle-Specific ‘Extrastatic’Axis for Three Core Interactions in Hemispherical (r#, θ# …
133. Characterization of human mobility based on Information Theory quantifiers
134. The multicomponent oxide glass as a statistical ensemble of neighboring glassy compounds in the composition space
135. Fair immunization and network topology of complex financial ecosystems
136. A dynamic lane-changing decision and trajectory planning model of autonomous vehicles under mixed autonomous vehicle and human-driven vehicle environment
137. Reversibility, irreversibility, friction and nonequilibrium ensembles in N–S equations
138. Velocity-based model for pedestrian dynamics considering direction preferences
139. Entropy Geometric Structure as Casimir Invariant Function in Coadjoint Representation: Geometric Theory of Heat & Information based on Souriau Lie Groups …
140. Predicting highway lane-changing maneuvers: A benchmark analysis of machine and ensemble learning algorithms
141. Complex interactions promote the frequency of cooperation in snowdrift game
142. Evolutionary games on networks: Phase transition, quasi-equilibrium, and mathematical principles
143. Adult–child pairs walking down stairs: empirical analysis and optimal-step-based modeling of a complex pedestrian flow, with an exploration of flow-improvement …
144. Simulating rumor spreading and rebuttal strategy with rebuttal forgetting: An agent-based modeling approach
145. Replica analysis of the lattice-gas restricted Boltzmann machine partition function
146. Explanation of Relation between Wave Function and Probability Density Based on Quantum Mechanics in Phase Space
147. Limited visual range in the Social Force Model: Effects on macroscopic and microscopic dynamics
148. Solving Time-Fractional reaction–diffusion systems through a tensor-based parallel algorithm
149. Efficiency of the financial markets during the COVID-19 crisis: time-varying parameters of fractional stable dynamics
150. Identification of systemically important financial institutions in a multiplex financial network: A multi-attribute decision-based approach
151. The emergence of a core-periphery structure in evolving multilayer network
152. The Open Universe: Totality, Self-reference and Time
153. Fractal resistive capacitive inductive shunted Josephson junction: Theoretical investigation and microcontroller implementation
154. Scaling invariance in domestic passenger flight delays in the United States
155. Invariant Gibbs measures for 1D NLS in a trap
156. An uncertain permutation flow shop predictive scheduling problem with processing interruption
157. Modeling of risk cascading propagation in project portfolio network
158. Analysis of construction area’s impacts on traffic flow: A case study on Hangzhou Bay Bridge in China
159. Toward real-time congestion measurement of passenger flow on platform screen doors based on surveillance videos analysis
160. Congestion and energy consumption of heterogeneous traffic flow mixed with intelligent connected vehicles and platoons
161. Symbolic transition network for characterizing the dynamics behaviors of gas-liquid two-phase flow patterns
162. Non-Critical-String-Inspired Modifications of Quantum Mechanics
163. Dynamics of lattice random walk within regions composed of different media and interfaces
164. A new quantum multi-party signature protocol based on SNOP states without arbitrator
165. A study of Michaelis–Menten type harvesting effects on a population in stochastic environment
166. Improvement of network robustness against cascading failures based on the min–max edge-adding strategy
167. Generalized second Einstein relation in heterogeneous media
168. Dynamics of Quantum Networks in Noisy Environments
169. Redistribution based on willingness to cooperate promotes cooperation while intensifying equality in heterogeneous populations
170. Research on the multilayer structure of flight delay in China air traffic network
171. Bike-sharing systems rebalancing considering redistribution proportions: A user-based repositioning approach
172. Short-term vehicle speed prediction based on BiLSTM-GRU model considering driver heterogeneity
173. Applying deep reinforcement learning to the HP model for protein structure prediction
174. A Resampling approach for confidence intervals in linear time-series models after model selection
175. Spatial and temporal analysis of the bottleneck flow under different walking states with a moving obstacle
176. Effect of spatial correlations on Hopfield Neural Network and Dense Associative Memories
177. Nonlinear thermal transport in graphene nanoribbon: A molecular dynamics study
178. A numerical efficient splitting method for the solution of HIV time periodic reaction–diffusion model having spatial heterogeneity
179. Stochastic dynamics of a discrete-time car-following model and its time-delayed feedback control
180. Dynamics of a fractional order mathematical model for COVID-19 epidemic transmission
181. Acceptability of strategy promotes cooperation in a spatial prisoner’s dilemma game
182. My collaboration with Jean Ginibre
183. Physics-informed neural networks for data-driven simulation: Advantages, limitations, and opportunities
184. Heterogeneous investment promotes cooperation in spatial public goods game on hypergraphs
185. Status achieved in an organization—Rank dynamics
186. Multiset neurons
187. The computational road to reactivity scales
188. Semigrand-canonical Monte-Carlo simulation methods for charge-decorated cluster expansions
189. Impacts of bus holding strategies on the performance of mixed traffic system
190. Pre-trip reservation enabled route guidance and signal control cooperative method for improving network throughput
191. Acceptability of strategy promotes cooperation in a spatial prisoner’s dilemma game
192. My collaboration with Jean Ginibre
193. Physics-informed neural networks for data-driven simulation: Advantages, limitations, and opportunities
194. Heterogeneous investment promotes cooperation in spatial public goods game on hypergraphs
195. Status achieved in an organization—Rank dynamics
196. Multiset neurons
197. The computational road to reactivity scales
198. Semigrand-canonical Monte-Carlo simulation methods for charge-decorated cluster expansions
199. Impacts of bus holding strategies on the performance of mixed traffic system
200. Pre-trip reservation enabled route guidance and signal control cooperative method for improving network throughput