Results 161 to 170 of about 321,760 (289)
A De Giorgi conjecture on the regularity of minimizers of Cartesian area in 1D. [PDF]
Ann Univ Ferrara Sez 7 Sci MatBellettini G, Kholmatov SY.
europepmc +1 more source
Explaining the Origin of Negative Poisson's Ratio in Amorphous Networks With Machine Learning
Advanced Intelligent Discovery, EarlyView.This review summarizes how machine learning (ML) breaks the “vicious cycle” in designing auxetic amorphous networks. By transitioning from traditional “black‐box” optimization to an interpretable “AI‐Physics” closed‐loop paradigm, ML is shown to not only discover highly optimized structures—such as all‐convex polygon networks—but also unveil hidden ...
Shengyu Lu, Xiangying Shen
wiley +1 more source
On convolved weight matrices and local solvability with controlled loss of regularity. [PDF]
Ann Univ Ferrara Sez 7 Sci MatSchindl G.
europepmc +1 more source
Harnessing Machine Learning to Understand and Design Disordered Solids
Advanced Intelligent Discovery, EarlyView.This review maps the dynamic evolution of machine learning in disordered solids, from structural representations to generative modeling. It explores how deep learning and model explainability transform property prediction into profound physical insight.
Muchen Wang, Yue Fan
wiley +1 more source
Trace theory for parabolic boundary value problems with rough boundary conditions. [PDF]
J Evol EquDenk R, Roodenburg FB.
europepmc +1 more source
Advanced Intelligent Discovery, EarlyView.AI‐BioMech is a deep learning framework that predicts the mechanical behavior of biological cellular materials directly from 2D images. By replacing traditional finite element analysis with semantic segmentation, it identifies stress and strain distributions with 99% accuracy, offering a high‐speed, scalable alternative for analyzing complex, aperiodic
Haleema Sadia +2 more
wiley +1 more source
Chemically Powered High-Aspect-Ratio Cilia with Tunable Biomimetic Motion. [PDF]
ACS OmegaUddin MB, Ashqer YS, Ahmed S.
europepmc +1 more source
Mirror versus Inversion Symmetry Breaking in Mesogenic Dimers: NTB versus NF Phase
Angewandte Chemie, EarlyView.Two non‐conventional nematic phases, twist‐bend NTB and ferroelectric NF, are observed within the same homologous series of dimers built of two strongly dipolar mesogenic units linked by a flexible spacer. The type of the phase formed depends on the molecular geometry, defined by parity of internal linkage.
Małgorzata Bakiera +6 more
wiley +2 more sources
Bio-Inspired Anisotropic On-Manifold Guidance for Bearing-Only UAV Target Localization Under No-Fly Zone Constraints. [PDF]
Biomimetics (Basel)Li Z, Chen L, Liu H, Lu K.
europepmc +1 more source
Angewandte Chemie, EarlyView.To address the unresolved challenge of selective bromide removal from reverse‐osmosis permeate, we developed benzothiazole‐functionalized COF/rGO electrodes that exploit directional chalcogen bonding to preferentially capture Br− over Cl−. The mesoporous BTzTp@rGO electrode achieved a maximum Br− uptake of 36.7 mg g−1, a Br−/Cl− selectivity factor of ...
Najat Maher Aldaqqa +7 more
wiley +2 more sources