Beyond Order: Perspectives on Leveraging Machine Learning for Disordered Materials
This article explores how machine learning (ML) revolutionizes the study and design of disordered materials by uncovering hidden patterns, predicting properties, and optimizing multiscale structures. It highlights key advancements, including generative models, graph neural networks, and hybrid ML‐physics methods, addressing challenges like data ...
Hamidreza Yazdani Sarvestani+4 more
wiley +1 more source
Dynamic job shop scheduling under multiple order disturbances using deep reinforcement learning. [PDF]
Sun Z, Han W, Gao L, Zhu C, Lyu Q.
europepmc +1 more source
Adjustable Plasmonic Core–Shell Nanoparticles for Personalized Color Vision Correction
This study introduces a personalized solution for correcting color vision deficiency (CVD) by embedding tunable core‐shell metal nanoparticles—a common nanotechnology—into contact lenses. By customizing the nanoparticles’ optical properties to filter specific wavelengths, these lenses address individual visual impairments, enhancing color ...
Hyeonah Lee+4 more
wiley +1 more source
An improved scatter search algorithm for solving job shop scheduling problems with parallel batch processing machine. [PDF]
Wang H, Xiong H, Zuo W, Shi S.
europepmc +1 more source
Order Management and Completion Date Prediction of Manufacturing Job-Shop Based on Deep Learning.
Wang M.
europepmc +1 more source
A DNA algorithm for the job shop scheduling problem based on the Adleman-Lipton model. [PDF]
Tian X, Liu X, Zhang H, Sun M, Zhao Y.
europepmc +1 more source
This article investigates optimal processing conditions for the laser‐based powder bed fusion of WE43. To limit the interaction with remaining oxygen, a 3 vol% hydrogen admixture to the inert gas is investigated. Furthermore, heat treatments are investigated in the range of 250–350 °C for 48 h.
Arvid Abel+9 more
wiley +1 more source
Data-driven automated job shop scheduling optimization considering AGV obstacle avoidance. [PDF]
Tang Q, Wang H.
europepmc +1 more source
Tabu search algorithms for job-shop problems with a single transport robot [PDF]
Johann L. Hurink, Sigrid Knust
openalex +1 more source