The dual graph neural network (dualGNN), trained with a composite loss combining the energy score (ES) and variogram score (VS), consistently outperformed models optimized solely for ES or the continuous ranked probability score in the multivariate setting, as well as empirical copula approaches.
Mária Lakatos
wiley +1 more source
Multi-Objective Optimization Using Deep Neural Network and Grey Relational Analysis for Optimal Lay-Up of CFRP Structure. [PDF]
Kim MG +5 more
europepmc +1 more source
Multi-Objective Optimization of Nd: YAG Laser Drilling of Optical-Grade Acrylic Plate Using Taguchi-Based Grey Relational Analysis. [PDF]
Tsai MJ, Wu LF.
europepmc +1 more source
“There Are Places Full of Beauty”: Desettling High School Students' Scientific Writing
ABSTRACT This study contributes to desettling and expanding expectations about the forms of scientific language that belong in students' scientific writing. The primary empirical focus is the analysis of 52 high school student abstracts articulating community‐based investigations, submitted as part of their participation in a student conference in a ...
Alejandra Frausto Aceves
wiley +1 more source
Optimization of Process Parameters for Laser Cladding of AlCoCrFeNi High-Entropy Alloy Coating Based on the Taguchi-Grey Relational Analysis. [PDF]
Huang A, Liu Y, Liu J, Yang S, Huang J.
europepmc +1 more source
Proposing a Framework to Center Justice in Ambitious Science Teaching
ABSTRACT Though educators and researchers have developed shared theory and language for priorities necessary to disrupt the status quo toward more equitable science education, we lack a tool that organizes sets of teaching practices across an instructional unit to support enactment and rehearsal.
April Luehmann +8 more
wiley +1 more source
Investigating the key influencing factors of pre-jump height in juvenile trampoline gymnasts using grey relational analysis. [PDF]
Wang H +6 more
europepmc +1 more source
Comprehensive evaluation model for health grade of multi-component compound release materials based on fuzzy comprehensive evaluation with grey relational analysis. [PDF]
Wang Q, Du J, Shen J, Wang Y.
europepmc +1 more source
ABSTRACT Discourses of energy and energy transition have become increasingly prevalent in informal and formal learning spaces. Energy transitions differ across regions, contexts, and technologies. The contextual nature of energy is an opportunity for a sociotechnical approach to its study.
Desen S. Özkan +2 more
wiley +1 more source
A study on parametric design of ceramic liquor bottles by combining grey relational analysis and particle swarm optimization support vector regression. [PDF]
Guo W, Lu X, Zhang Z.
europepmc +1 more source

