Beyond Order: Perspectives on Leveraging Machine Learning for Disordered Materials
Advanced Engineering Materials, EarlyView.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
Environmental Data Do Not Correlate With Plant Genetic Diversity in Alpine Ecosystems. [PDF]
Ecol EvolBlanco-Pastor JL +10 more
europepmc +1 more source
The inverse mean curvature flow in ARW spaces--transition from big crunch to big bang
, 2004 Claus Gerhardt
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Long-time existence of mean curvature flow with external force fields [PDF]
, 2008 Huaiyu Jian, Yannan Liu
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Low‐Activation Compositionally Complex Alloys for Advanced Nuclear Applications—A Review
Advanced Engineering Materials, EarlyView.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
A shape control method for soap bubble simulation using external forces. [PDF]
Sci RepHorimoto A +3 more
europepmc +1 more source
The mean curvature flow approach to the symplectic isotopy problem
, 2004 Xiaoli Han, Jiayu Li
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Quasi-local mass functionals and generalized inverse mean curvature flow [PDF]
, 2008 Jeffrey Streets
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Advanced Engineering Materials, EarlyView.This study explores aerosol jet‐printed (AJP) surface roughness, its effects on the performance of microwave electronics, and its process contributors. First, an electromagnetic model is vetted for AJP's unique roughness signature. Simulations are built which show process‐induced roughness is as significant as conductor resistivity in driving microwave
Christopher Areias, Alkim Akyurtlu
wiley +1 more source
Axial length to corneal curvature radius ratio is negatively correlated with choroidal blood flow in myopic children. [PDF]
Front Ophthalmol (Lausanne)Ye Y, Hu Z, Su N, Shen Y, Yuan S.
europepmc +1 more source