Kaniadakis Functions beyond Statistical Mechanics: Weakest-Link Scaling, Power-Law Tails, and Modified Lognormal Distribution. [PDF]
Hristopulos DT, Baxevani A.
europepmc +1 more source
Beyond Order: Perspectives on Leveraging Machine Learning for Disordered Materials
This article explores how machine learning (ML) revolutionizes the study and design of disordered materials by uncovering hidden patterns, predicting properties, and optimizing multiscale structures. It highlights key advancements, including generative models, graph neural networks, and hybrid ML‐physics methods, addressing challenges like data ...
Hamidreza Yazdani Sarvestani +4 more
wiley +1 more source
Learning nonequilibrium statistical mechanics and dynamical phase transitions. [PDF]
Tang Y, Liu J, Zhang J, Zhang P.
europepmc +1 more source
A Bionic-Homodimerization Strategy for Optimizing Modulators of Protein-Protein Interactions: From Statistical Mechanics Theory to Potential Clinical Translation. [PDF]
Yan J, Zheng X, You W, He W, Xu GK.
europepmc +1 more source
Laser surface texturing significantly improves the corrosion resistance and mechanical strength of 3D‐printed iron polylactic acid (Ir‐PLA) for marine applications. Optimal laser parameters reduce corrosion by 80% and enhance tensile strength by 25% and ductility by 15%.
Mohammad Rezayat +6 more
wiley +1 more source
Exploring cooking fuel choices among Ghanaian women of reproductive age: A socio-economic analysis from a statistical mechanics perspective. [PDF]
Ansah RK +4 more
europepmc +1 more source
Irreversible Statistical Mechanics and the Structure of Anisotropic Turbulent Stress Tensor [PDF]
M. Yildiz
openalex +1 more source
3D‐Printed Architected Material for the Generation of Foam‐Based Protective Equipment
This study investigates 3D‐printed architected structures as alternatives to traditional foams in protective gear. It focuses on customizing impact strength and damping through design and manufacturing integration. Testing shows these structures outperform conventional foams, offering enhanced customizability, lower weight, and tunable performance ...
Ali Zolfagharian +5 more
wiley +1 more source
Bayesian Mechanistic Inference, Statistical Mechanics, and a New Era for Monte Carlo. [PDF]
Zuckerman DM, George A.
europepmc +1 more source
Scalar Quantum Electrodynamics on the lattice as classical statistical mechanics [PDF]
Gian Fabrizio De Angelis +2 more
openalex +1 more source

