Dynamic-opposite learning enhanced meta-heuristic approach for solving multiple industrial optimization problems. [PDF]
Sci RepWu H, Li L, Wang G, Yang Z, Shi B.
europepmc +1 more source
A Knowledge‐Based Approach for Understanding and Managing Additive Manufacturing Data
Advanced Engineering Materials, EarlyView.Additive manufacturing processes generate a large amount of data. Effectively managing, understanding, and retrieving information from this data remains a major challenge. Therefore, we propose an ontology‐based approach to integrate heterogeneous data, enable semantic queries, and support decision‐making.
Mina Abd Nikooie Pour +5 more
wiley +1 more source
Comparing levels of job satisfaction in the countries of Western and Eastern Europe
Against the plethora of studies of the factors influencing job satisfaction, this paper makes three contributions. First, in contrast to most studies of job satisfaction which are country-specific, the scope of this paper extends to 33 different ...
Borooah, Vani
core
Job-search self-efficacy in unemployed individuals with mental health issues: investigating the role of self-stigma with variable-centered and person-centered approaches. [PDF]
BMC PsycholSchlachter S +8 more
europepmc +1 more source
Advanced Engineering Materials, EarlyView.Mg–Zn composites with a thickness of 0.21 mm were fabricated using roll bonding of a kirigami‐patterned Mg alloy inlay within a Zn matrix. Thermal activation following this process led to the formation of tailored intermetallic structures, which provided the composite with enhanced flexural strength.
Yaroslav Frolov +4 more
wiley +1 more source
Self-reported job histories: potential value of the method in health policy and systems research. [PDF]
Health Policy PlanPurohit B, Orole F, Hill PS.
europepmc +1 more source
Advanced Engineering Materials, EarlyView.A simplified thermoplastic pultrusion model is developed to predict thermal fields in glass fiber/polyethylene terephthalate (GF/PET) composites with reduced computational cost. By combining effective material homogenization, validation against literature data, and Gaussian‐process‐based optimization, the study reveals how heating limits, pulling speed,
Elder Soares +3 more
wiley +1 more source
Fostering Innovation: Streamlining Magnetocaloric Materials Research by Digitalization
Advanced Engineering Materials, EarlyView.Magnetocaloric cooling (MCE) is an environmentally friendly refrigeration method with great potential. Optimizing MCE materials involves the preparation and screening of large quantities of samples, which in turn generates a large amount of data. A digitalization approach is presented that uses ontologies, knowledge graphs, and digital workflows to ...
Simon Bekemeier +17 more
wiley +1 more source
RAGMail: a cloud-based retrieval-augmented framework for reducing hallucinations in LLM text generation. [PDF]
Sci RepSanyal P, Rathore K, Arjunan RV.
europepmc +1 more source
Multimodal Data‐Driven Microstructure Characterization
Advanced Engineering Materials, EarlyView.A self‐consistent autonomous workflow for EBSP‐based microstructure segmentation by integrating PCA, GMM clustering, and cNMF with information‐theoretic parameter selection, requiring no user input. An optimal ROI size related to characteristic grain size is identified.
Qi Zhang +4 more
wiley +1 more source