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
FAIR and Structured Data: A Domain Ontology Aligned with Standard‐Compliant Tensile Testing
The digitalization in materials science and engineering is discussed, emphasizing the importance of digital workflows and ontologies in managing diverse experimental data. Challenges such as quality assurance and data interoperability are tackled with semantic web technologies, focusing and introducing the tensile test ontology (TTO).
Markus Schilling+6 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
Order Management and Completion Date Prediction of Manufacturing Job-Shop Based on Deep Learning.
Wang M.
europepmc +1 more source
AISI 304L stainless steel powder is mixed with silicon nitride (Si3N4) powder and processed by PBF‐LB/M, allowing partial retention of Si3N4. The numerical approach effectively predicts the Si3N4 powder homogeneity and N content distribution on the powder bed. Recent studies have focused on the alloying of nitrogen (N) in high‐alloy stainless steels by
Yuanbin Deng+7 more
wiley +1 more source
Dynamic scheduling for flexible job shop based on MachineRank algorithm and reinforcement learning. [PDF]
Ren F, Liu H.
europepmc +1 more source
Bridging Nature and Technology: A Perspective on Role of Machine Learning in Bioinspired Ceramics
Machine learning (ML) is revolutionizing the development of bioinspired ceramics. This article investigates how ML can be used to design new ceramic materials with exceptional performance, inspired by the structures found in nature. The research highlights how ML can predict material properties, optimize designs, and create advanced models to unlock a ...
Hamidreza Yazdani Sarvestani+2 more
wiley +1 more source
An enhanced walrus optimization algorithm for flexible job shop scheduling with parallel batch processing operation. [PDF]
Lv S+5 more
europepmc +1 more source
An Automatized Simulation Workflow for Powder Pressing Simulations Using SimStack
The implementation of Workflow active Nodes (WaNos) for the convenient execution and automated evaluation of discrete element method calculations of powder pressing is showcased. Purposeful combination of WaNos creates timesaving and resource‐effective computational workflows.
Bjoern Mieller+2 more
wiley +1 more source