Composition Design of a Novel High-Temperature Titanium Alloy Based on Data Augmentation Machine Learning. [PDF]
Fu X, Li B, Fu B, Dong T, Li J.
europepmc +1 more source
Numerical Simulation of Temperature Characteristics and Graphitization Mechanism of Diamond in Laser Powder Bed Fusion. [PDF]
Chen Y +10 more
europepmc +1 more source
Explaining the Origin of Negative Poisson's Ratio in Amorphous Networks With Machine Learning
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
Tab-to-Busbar Interconnections in EV Battery Packs: An Introductory Review of Typical Welding Methods. [PDF]
Choi S +5 more
europepmc +1 more source
Effect of TiC on Microstructure and Properties of Wear-Resistant Mo2FeB2 Claddings. [PDF]
Sun Y, Sun J, Jin J, Xu H.
europepmc +1 more source
A Comprehensive Comparative Study of Active Learning Schemes for Nanophotonics Design
Active learning (AL) strategies are benchmarked for the binary design of planar multilayer nanophotonic structures. Factorization machines combined with quantum annealing (QA) become effective as dimensionality increases. Hybrid QA provides the strongest results for 100‐layer problems, highlighting the importance of optimization method selection in ...
Serang Jung +10 more
wiley +1 more source
Ultrasonic-Catalyzed Oxidation and Dissolution of Tin Using Hydrogen Peroxide. [PDF]
Wang D +6 more
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Photocatalytic Removal of Cr(VI) by Thiourea Modified Sodium Alginate/Biochar Composite Gel. [PDF]
Deng A, Wu S, Hao J, Pan H, Li M, Gao X.
europepmc +1 more source
A novel soft robotic propeller overcomes traditional efficiency‐flexibility tradeoffs via a hybrid pneumatic‐cable actuation strategy. This architecture enables active stiffness modulation with dual‐mode locomotion: tunable biomimetic swimming and earthworm‐inspired wriggling for confined spaces.
Jiazi Geng +6 more
wiley +1 more source
Impact of Alumina-Graphene nanoplatelets on the microstructure, corrosion behaviour, & mechanical properties of cast aluminium nanocomposite by Vortex technique. [PDF]
Nouh F +5 more
europepmc +1 more source

