Hyogu Jeong

A Physics-Informed Neural Network-based Topology Optimization (PINNTO) framework for structural optimization

Hyogu Jeong, Jinshuai Bai, Chanaka Batuwatta-Gamage et al. · Engineering Structures · 2022 · 154 citations

Engineering, Computational Engineering, Physics +14

A complete Physics-Informed Neural Network-based framework for structural topology optimization

Hyogu Jeong, Chanaka Batuwatta-Gamage, Jinshuai Bai et al. · Computer Methods in Applied Mechanics and Engineering · 2023 · 100 citations · Full text

Engineering, Computational Engineering, Mechanical Engineering +14

A physics-informed neural network-based surrogate framework to predict moisture concentration and shrinkage of a plant cell during drying

Chanaka Batuwatta-Gamage, Charith Rathnayaka, H.C.P. Karunasena et al. · Journal of Food Engineering · 2022 · 57 citations

Agriculture, Plant Sciences, Plant Cell Biology +13

An Introduction to Programming Physics-Informed Neural Network-Based Computational Solid Mechanics

Jinshuai Bai, Hyogu Jeong, Chanaka Batuwatta-Gamage et al. · International Journal of Computational Methods · 2023 · 54 citations

Computing, Computer Science, Physics +11

A general Neural Particle Method for hydrodynamics modeling

Jinshuai Bai, Ying Zhou, Yuwei Ma et al. · Computer Methods in Applied Mechanics and Engineering · 2022 · 51 citations

Engineering, Computational Engineering, Physics +11