Experimental investigation and reliability-based optimization of the nut factor in bolted joints considering friction coefficient, surface roughness and material hardness. [PDF]
PLoS OneTran VT, Nguyen HL.
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
Techno-economic optimization of a hybrid microgrid with integrated backup storage and vehicle-to-grid functionality. [PDF]
Sci RepAbd-Elhady NN +3 more
europepmc +1 more source
Advanced Engineering Materials, EarlyView.Building machine‐readable vocabularies for materials science is slow, expert‐driven work. This study benchmarks 13 large language models on two of its first steps: finding candidate terms in engineering articles and deciding where they belong in a class hierarchy.
Thomas Bjarsch +3 more
wiley +1 more source
Reliability-Based Design Optimization in Civil Engineering
, 2014 以可靠度為基礎的最佳化設計(Reliability-based design optimization, RBDO)將設計變數(參數)的變異性納入最佳化的設計流程。如此，所求得之最佳化設計將有更高的機會是在允許(feasible) 的設計空間。應用RBDO 最大缺點之一為其計算的費用高昂，這在實際的問題中常造成很大的困擾。本論文首先比較現行的幾種RBDO 方法的優缺點，如雙迴圈的RBDO(double-loop RBDO) ，依序最佳化與可靠度評估(Sequential Optimization and
Huang, Chung-Hang; Huang, Chiun-Hsian; Liao, Kuo-Wei +1 more
core
Integrated design for rural microgrids in Egypt incorporating hydrogen energy and vehicle-to-grid technology. [PDF]
Sci RepSayed MS, Alham MH, Ibrahim DK.
europepmc +1 more source
Advanced Engineering Materials, EarlyView.We develop a data‐driven method to derive the mathematical expressions of the Flory–Huggins interaction parameter χ for the swelling behavior of temperature–responsive hydrogels. Starting from initial assumptions of χ, our workflow combines Bayesian optimization, Flory–Rehner theory, and symbolic regression to generate candidate χ expressions.
Yawen Wang +2 more
wiley +1 more source
Advances in Morphology Control of Through-Glass via Wet Etching for High-Performance Glass-Based Packaging. [PDF]
Micromachines (Basel)Zhang Q, Liu H.
europepmc +1 more source
A Lightweight Procedural Layer for Hybrid Experimental–Computational Workflows in Materials Science
Advanced Engineering Materials, EarlyView.We unveil a prototype hybrid‐workflow framework that fuses automatedcomputation with hands‐on experiments. Built atop pyiron, a lightweight, parameterized layer translates procedure descriptions into executable manual steps, syncing instrument settings, human interventions, and data capture in real‐time today.
Steffen Brinckmann +8 more
wiley +1 more source
Performance modeling and optimization of a smart sensor-based Hydroponic system using PSO and Genetic algorithms. [PDF]
Sci RepKumar A, Jadhav S.
europepmc +1 more source