Hydrogen-Dislocation Interactions at Cryogenic Temperatures: Serrated Yielding and Embrittlement Resistance in High-Strength Austenitic Alloys. [PDF]
Damm N +10 more
europepmc +1 more source
Combining machine learning and probabilistic statistical learning is a powerful way to discover and design new materials. A variety of machine learning approaches can be used to identify promising candidates for target applications, and causal inference can help identify potential ways to make them a reality.
Jonathan Y. C. Ting, Amanda S. Barnard
wiley +1 more source
Mechanically Triggered Chemical Recyclable Polyethylene‐Like Materials
Polyethylene‐like copolymers with benchmark properties are prepared by embedding latent cyclobutene mechanophores to overcome PE's end‐of‐life limits. The mechanophores are inert in service but are selectively opened by solvent‐free ball milling to yield well‐defined telechelic oligomers.
Menghe Xu +3 more
wiley +2 more sources
Latest Advancements and Mechanistic Insights into High-Entropy Alloys: Design, Properties and Applications. [PDF]
Poulia A, Karantzalis AE.
europepmc +1 more source
This work presents a novel generative artificial intelligence (AI) framework for inverse alloy design through operations (optimization and diffusion) within learned compact latent space from variational autoencoder (VAE). The proposed work addresses challenges of limited data, nonuniqueness solutions, and high‐dimensional spaces.
Mohammad Abu‐Mualla +4 more
wiley +1 more source
Construction of a Gradient Nanostructure for Enhanced Surface Properties in 38CrMoAl Steel via Ultrasonic Severe Surface Rolling. [PDF]
Han J +9 more
europepmc +1 more source
Flexible tactile sensors have considerable potential for broad application in healthcare monitoring, human–machine interfaces, and bioinspired robotics. This review explores recent progress in device design, performance optimization, and intelligent applications. It highlights how AI algorithms enhance environmental adaptability and perception accuracy
Siyuan Wang +3 more
wiley +1 more source
Press Hardening of High-Carbon Low-Density Steels. [PDF]
Votava F +5 more
europepmc +1 more source
Influence of Titanium Content on the Microstructure and Tensile Behavior of Cold-Spray Additively Manufactured Copper-Titanium Composites. [PDF]
Cheng J +6 more
europepmc +1 more source
Review of Radiation Embrittlement of Aluminum Alloys Used in Research Reactors. [PDF]
Gillemot F +4 more
europepmc +1 more source

