Results 241 to 250 of about 28,830,363 (302)

Physics‐Informed Machine Learning for Sustainable Alloy Design: Toward a Recyclable Unified Q&P Steel

Advanced Science, EarlyView.
A physics‐informed property‐bridging framework links high‐throughput hardness screening to tensile performance in quenching and partitioning steels. By transferring metallurgically guided representations across properties, a single alloy composition is designed to achieve multiple strength grades through heat‐treatment tuning alone, offering a ...
Xiaolu Wei, Yong Li, Chenchong Wang, Lingyu Wang, Xiang Song, Keming Mao, Yu Zhang, Wei Xu   +7 more
wiley   +1 more source

Structure-Property Relationships of Hot-Pressed Wood-Polymer Composite Boards from Recycled ABS Edge-Banding Waste and Wood Fibers. [PDF]

Polymers (Basel)
Savov V, Antov P, Kostadinova-Slaveva A, Todorova E, Botev M, Ivanov G, Dudeva V, Todorova M, Ninikas K, Petrin S, Kuzmin A.   +10 more
europepmc   +1 more source

Interpretable Machine Learning Framework for Nb─Si Based Alloy Design with Enhanced Fracture Toughness

Advanced Science, EarlyView.
An interpretable machine learning framework integrating SHAP and PDP analysis identifies critical design descriptors from 139 physicochemical features for Nb─Si alloys. The framework achieves <7% prediction error and guides the discovery of Nb38.5Ti38.5Si3Zr18V2 alloy with 22.791 MPa·m1/2 fracture toughness, breaking the 20 MPa·m1/2 barrier.
Dezhi Chen, Chao Xu, Jingyue Yu, Qi Wang, Hongze Fang, Shuo Yin, Turab Lookman, Ruirun Chen   +7 more
wiley   +1 more source

Bio-Based Wood Adhesives: Current Advances in Polymer Architecture and Structure-Property-Sustainability Integration. [PDF]

Polymers (Basel)
Dangwilailux P, Rachsiriwatcharabul N, Lakachaiworakun P, Eakvanich V, Wattana W, Kalasee W.   +5 more
europepmc   +1 more source

Machine Learning‐Assisted KCl‐CaCl2‐LiCl Electrolyte Design for Low‐Temperature, High‐Performance Calcium‐Based Liquid Metal Batteries

Advanced Science, EarlyView.
A machine learning‐assisted framework optimizes the KCl‐CaCl2‐LiCl ternary electrolyte. The optimized 13:35:52 mol% composition enables Ca‐based liquid metal batteries to operate stably at 480 °C, with >99.5% coulombic efficiency, ultralow self‐discharge, and excellent cycling stability, advancing low‐temperature large‐scale energy storage.
Xinglin Zhou, Lei Huang, Yan Zhou, Xiaohui Ning   +3 more
wiley   +1 more source

Cell-Wall-Engineered Wood Enabling Metal-and-Adhesive-Free Cross-Laminated Timber. [PDF]

Research (Wash D C)
Zhang S, Li X, Chen X, Huang R, Shen H, Yang C, Zhang Y, Yang S, Qiu J, Yang Y, Liu L.   +10 more
europepmc   +1 more source

Carbon-Based Materials as Additives for Water-Based Drilling Fluids: Comparative Effects on Rheology, Filtration, and Shale Inhibition. [PDF]

Materials (Basel)
Tudose M, Titei RC, Dragomir V, Lazăr A, Stan IG, Ghețiu IV, Stoica DB, Prundurel AP, Brănoiu G, Mihai S, Doukeh R.   +10 more
europepmc   +1 more source

Influence of boundary layer conditions and surface properties on bacterial interaction with indoor built surfaces. [PDF]

Front Pediatr
Seong D, Hoque S.
europepmc   +1 more source

Influence of the Spent Coffee Ground-to-Ammonium Lignosulfonate Ratio on the Performance of Wood-Fiber Biocomposites. [PDF]

Materials (Basel)
Savov V, Antov P, Kostadinova-Slaveva A, Todorova E, Yusein J, Ivanov G, Dudeva V, Ninikas K, Petrin S, Seng Hua L.   +9 more
europepmc   +1 more source

Wood/Dynamic Covalent Polymer Network Composites. [PDF]

Polymers (Basel)
Kuang J, Wang W, Shang S, Yan Z, Zhang L, Xu K, Xie L, Wang H, Liu T.   +8 more
europepmc   +1 more source