Jiachen Guo

发表

Phylogenetic analysis based on single-copy orthologous proteins in highly variable chloroplast genomes of Corydalis

Hao Wu, Guihua Jiang, Hongxiang Yin, 2022, Scientific Reports.

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

Zhengtao Gan, Xiaoyu Xie, A. Samaei, 2022, Nature Communications.

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

Zhengtao Gan, Xiaoyu Xie, A. Samaei, 2021, Nature Communications.

An introduction to kernel and operator learning methods for homogenization by self-consistent clustering analysis

Sourav Saha, Jiachen Guo, Wing Kam Liu, 2022, Computational Mechanics.

Deep Learning Discrete Calculus (DLDC): a family of discrete numerical methods by universal approximation for STEM education to frontier research

Sourav Saha, Chanwook Park, Jiachen Guo, 2022, Computational Mechanics.

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

G. Wagner, D. Apley, Tianju Xue, 2023, Computational Mechanics.

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

D. Apley, Wei Chen, Hengyang Li, 2023, Computational Mechanics.

Extended tensor decomposition model reduction methods: training, prediction, and design under uncertainty

S. Mojumder, Yang Li, Ye Lu, 2023, 2307.15873.

Deep Reinforcement Learning for Task Assignment in Spatial Crowdsourcing and Sensing

Yang Yan, Xiaojie Yu, Lijun Sun, 2021, IEEE Sensors Journal.