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
Analytical and Experimental Evaluation of the Heat Transfer Distribution over the Surfaces of Turbine Vanes [PDF]
Three airfoil data sets were selected for use in evaluating currently available analytical models for predicting airfoil surface heat transfer distributions in a 2-D flow field.
Hylton, L. D.+4 more
core +1 more source
Revised heat transfer modeling of double-U vertical ground-coupled heat exchangers
P. Conti, D. Testi, W. Grassi
semanticscholar +1 more source
Ground-Coupled Heat and Moisture Transfer from Buildings; Part1: Analysis and Modeling (preprint) [PDF]
M. Deru, Allan T. Kirkpatrick
openalex
Transport of MHD Couple Stress Fluid Through Peristalsis in a Porous Medium Under the Influence of Heat Transfer and Slip Effects [PDF]
Gurunath Sankad, P. Nagathan
openalex +1 more source
Peristaltic Flow with Heat Transfer for Nano-Coupled Stress Fluid through Non-Darcy Porous Medium in the Presence of Magnetic Field [PDF]
W. Abbas+4 more
openalex +1 more source
Low‐Activation Compositionally Complex Alloys for Advanced Nuclear Applications—A Review
Low‐activation compositionally complex alloys (LACCAs) are advanced metallic materials primarily composed of low‐activation elements, offering advantages such as rapid compliance with operational standards and safe recyclability. This review highlights their potential for extreme high‐temperature irradiation environments as structural materials for ...
Yangfan Wang+8 more
wiley +1 more source
Whole-Building Energy Simulation with a Three-Dimensional Ground-Coupled Heat Transfer Model: Preprint [PDF]
M. Deru, R. Judkoff, J. Neymark
openalex
Modelling of coupled heat and moisture transfer in porous construction materials
Shao-Shu Chu+2 more
openalex +1 more source