Results 221 to 230 of about 50,824 (306)

What to Make and How to Make It: Combining Machine Learning and Statistical Learning to Design New Materials

Advanced Intelligent Discovery, EarlyView.
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

Angewandte Chemie, EarlyView.
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, Peng Liu, Changle Chen, Tae‐Lim Choi   +3 more
wiley   +2 more sources

Study on the crack resistance of USP warm-mix rubber asphalt and its mixtures. [PDF]

Sci Rep
Shi W, Kuang W, Ling T, Tang J, Diao H, Wang Z, Zeng W.   +6 more
europepmc   +1 more source

Inverse Design of Alloys via Generative Algorithms: Optimization and Diffusion within Learned Latent Space

Advanced Intelligent Discovery, EarlyView.
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, Ellis Crabtree, Fredrick Michael, Yayue Pan, Jida Huang   +4 more
wiley   +1 more source

Effect of Cryogenic Treatment on Low-Density Magnesium Multicomponent Alloys with Exceptional Ductility. [PDF]

Materials (Basel)
Fang Y, Johanes M, Gupta M.
europepmc   +1 more source

Smart Flexible Tactile Sensors: Recent Progress in Device Designs, Intelligent Algorithms, and Multidisciplinary Applications

Advanced Intelligent Discovery, EarlyView.
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, Ming Dong, Rongrong Bao, Caofeng Pan   +3 more
wiley   +1 more source

Hydrogen-Dislocation Interactions at Cryogenic Temperatures: Serrated Yielding and Embrittlement Resistance in High-Strength Austenitic Alloys. [PDF]

Materials (Basel)
Damm N, Lukas M, Platl J, Drexler A, Eichinger M, Eskinja M, Mori G, Simon Z, Scheerer M, Marsoner S, Razumovskiy VI.   +10 more
europepmc   +1 more source

Effect of magnesium oxide on mechanical behavior of jute fiber reinforced epoxy bio nanocomposite. [PDF]

Sci Rep
Abdullah M, Parvez MMH, Parvez H, Hossen R, Kumar SS, Tuhin NA, Anam AD.   +6 more
europepmc   +1 more source

Latest Advancements and Mechanistic Insights into High-Entropy Alloys: Design, Properties and Applications. [PDF]

Materials (Basel)
Poulia A, Karantzalis AE.
europepmc   +1 more source

Noninvasive Glucose Detection with Biodegradable Electrodes from Rice Starch Functionalized with a Carbon Quantum Dot/Nickel Oxide Nanocomposite

Analysis &Sensing, EarlyView.
The graphical abstract shows an eco‐friendly approach to fabricating a biodegradable electrochemical sensor. Carbon quantum dot/nickel oxide (CQD/NiO) nanocomposites are synthesized using Aloe arborescens leaf extract, which served as a natural reducing and stabilizing agent.
Nokwanda Ngema, Ryal Atson, Orlette Mkhari, Mahabubur Rahman Chowdhury   +3 more
wiley   +1 more source