Jiachen Guo

Data-driven discovery of dimensionless numbers and governing laws from scarce measurements

Xiaoyu Xie, Arash Samaei, Jiachen Guo et al. · Nature Communications · 2022 · 97 citations · Full text

Computing, Computer Science, Physics +17

Convolution Hierarchical Deep-Learning Neural Network Tensor Decomposition (C-HiDeNN-TD) for high-resolution topology optimization

Hengyang Li, Stefan Knapik, Yangfan Li et al. · Computational Mechanics · 2023 · 40 citations

Computing, Computer Science, Machine Learning +11

Convolution hierarchical deep-learning neural network (C-HiDeNN) with graphics processing unit (GPU) acceleration

Chanwook Park, Ye Lu, Sourav Saha et al. · Computational Mechanics · 2023 · 39 citations

Computing, Computer Engineering, Computer Science +12

Machine learning (ML) based models for predicting the ultimate bending moment resistance of high strength steel welded I-section beam under bending

Jun-zhi Liu, Shuai Li, Jiachen Guo et al. · Thin-Walled Structures · 2023 · 25 citations

Engineering, Materials Engineering, Materials Science +17

Statistical parameterized physics-based machine learning digital shadow models for laser powder bed fusion process

Yangfan Li, Satyajit Mojumder, Ye Lu et al. · Additive manufacturing · 2024 · 22 citations

Natural Sciences, Computer Science, Physics +11