Results 161 to 170 of about 29,335 (305)

Quantum-Enhanced Statistical Thermodynamics

Jincheng Zhang
openalex   +1 more source

Interpretable Machine Learning Framework for Nb─Si Based Alloy Design with Enhanced Fracture Toughness

Advanced Science, EarlyView.
An interpretable machine learning framework integrating SHAP and PDP analysis identifies critical design descriptors from 139 physicochemical features for Nb─Si alloys. The framework achieves <7% prediction error and guides the discovery of Nb38.5Ti38.5Si3Zr18V2 alloy with 22.791 MPa·m1/2 fracture toughness, breaking the 20 MPa·m1/2 barrier.
Dezhi Chen, Chao Xu, Jingyue Yu, Qi Wang, Hongze Fang, Shuo Yin, Turab Lookman, Ruirun Chen   +7 more
wiley   +1 more source

Relativistic Diffusing Particles, Entropy and Varying Cosmological Constants. [PDF]

Entropy (Basel)
Haba Z.
europepmc   +1 more source

Construction of Sabatier Volcanoes for CO2 Hydrogenation to C1‐2 Oxygenates Using Data‐Efficient Machine Learning

Advanced Science, EarlyView.
A new data‐efficient framework combining DFT calculations, a neural network model, and automated graph analysis of catalytic reaction networks is proposed and applied to CO2 hydrogenation on transition metal nanoparticles. The analysis shows how efficient C2 oxygenate production requires a balance between CHx formation, C–C coupling, protonation, and ...
Mikhail V. Polynski, Sergey M. Kozlov
wiley   +1 more source

What is neuromorphic about neuromorphic computing? [PDF]

Front Neurosci
Chakrabartty S, Thakur CS, Andreou AG.
europepmc   +1 more source

Parameter Estimation as a Problem in Statistical Thermodynamics. [PDF]

AIP Conf Proc, 2011
Earle KA, Schneider DJ.
europepmc   +1 more source

Title: Quantum-Enhanced Statistical Thermodynamics – Beyond the Boltzmann Distribution

Jincheng Zhang
openalex   +1 more source

Machine Learning‐Assisted KCl‐CaCl2‐LiCl Electrolyte Design for Low‐Temperature, High‐Performance Calcium‐Based Liquid Metal Batteries

Advanced Science, EarlyView.
A machine learning‐assisted framework optimizes the KCl‐CaCl2‐LiCl ternary electrolyte. The optimized 13:35:52 mol% composition enables Ca‐based liquid metal batteries to operate stably at 480 °C, with >99.5% coulombic efficiency, ultralow self‐discharge, and excellent cycling stability, advancing low‐temperature large‐scale energy storage.
Xinglin Zhou, Lei Huang, Yan Zhou, Xiaohui Ning   +3 more
wiley   +1 more source

Statistical Thermodynamics of Order-Disorder in Interstitial Alloys

High Temperature Materials and Processes, 1989
Gokcen, N.A.
doaj   +1 more source

Title: Quantum-Enhanced Statistical Thermodynamics - Novel Phase Transition Models

Jincheng Zhang
openalex   +1 more source