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Hyeonbin Moon — most-cited papers & profile · AI for Science
← authors
·
overview
Hyeonbin Moon
8
papers ·
40
citations ·
4
h-index
Korea Advanced Institute of Science and Technology
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Most-cited papers
Physics-Informed Neural Network-Based Discovery of Hyperelastic Constitutive Models from Extremely Scarce Data
2025 · 15 citations
Physics-Informed Neural Network-Based Discovery of Hyperelastic Constitutive Models from Extremely Scarce Data
2025 · 15 citations
Physics-Informed Neural Operators for Generalizable and Label-Free Inference of Temperature-Dependent Thermoelectric Properties
2025 · 5 citations
Physics-Informed Neural Operators for Generalizable and Label-Free Inference of Temperature-Dependent Thermoelectric Properties
2025 · 5 citations
Critical evaluation of PINN for FWD inverse analysis and differentiable FEM as an alternative
2026
Thermal Conductivity Estimation of Thermoelectric Materials with Uncertainty Quantification Using Bayesian Physics-Informed Neural Networks
2025
Thermal Conductivity Estimation of Thermoelectric Materials with Uncertainty Quantification Using Bayesian Physics-Informed Neural Networks
2025
Top co-authors
Byungki Ryu
· 4
Wabi Demeke
· 4
Donggeun Park
· 2
Hanbin Cho
· 2
Hanbin Cho
· 2
Hong-Kyun Noh
· 2
Jae Hyuk Lim
· 2
Songho Lee
· 2
Hyeonbin Moon
· 1
Yongjin Choi
· 1
Topics
Physics ML
Materials
Drug Discovery
cs.NA
Math & Equations
math.NA