Correlation coefficients for T-spherical fuzzy sets and their applications in pattern analysis and multi-attribute decision-making. [PDF]
Granul Comput, 2023 Saad M, Rafiq A.
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
Community environmental assessment for migrant seniors' mental health: a multi-attribute decision-making model. [PDF]
Front Med (Lausanne)Wu Z, Qi X, Qin J, Cai B, Kuang S.
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Compatibility and correlation of multi-attribute decision making: a case of industrial relocation. [PDF]
Ann Oper Res, 2022 Martino Neto J +3 more
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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
Three-Way Decision Models Based on Ideal Relations in Multi-Attribute Decision-Making. [PDF]
Entropy (Basel), 2022 Chen X, Zou L.
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Advanced Engineering Materials, EarlyView.This study applies machine learning regression to predict chromium layer thickness in decorative trivalent chromium electroplating, using 441 experiments from laboratory‐scale (1L) and pilot‐scale (14L) setups. Tree‐based models, particularly CatBoost, outperformed linear regression by capturing nonlinear parameter interactions (R2$R^2$ up to 0.77 ...
Christoph Baumer +4 more
wiley +1 more source
Enhanced multi-attribute decision-making method to analyze renewable energy sources for sustainable transportation by synergizing the cubic set with picture fuzzy hypersoft sets. [PDF]
Sci RepSajid M, Khan KA, Rahman AU, Mabela RM.
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A novel multi-attribute decision-making for ranking mobile payment services using online consumer reviews. [PDF]
Expert Syst Appl, 2023 Darko AP +4 more
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