Zecheng Zhang

NH-PINN: Neural homogenization-based physics-informed neural network for multiscale problems

Wing Tat Leung, Guang Lin, Zecheng Zhang · Journal of Computational Physics · 2022 · 69 citations · Full text

Physics, Physic Aware Machine Learning, Computational Neuroscience +6

SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction

Yuxin Xiao, Zecheng Zhang, Yuning Mao et al. · Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · 2022 · 47 citations · Full text

Engineering, Knowledge Extraction, Corpus Linguistics +19

B-DeepONet: An enhanced Bayesian DeepONet for solving noisy parametric PDEs using accelerated replica exchange SGLD

Guang Lin, Christian Moya, Zecheng Zhang · Journal of Computational Physics · 2022 · 40 citations · Full text

Enhanced Bayesian Deeponet, Physics, Pde-constrained Optimization +4

Learning the dynamical response of nonlinear non-autonomous dynamical systems with deep operator neural networks

Guang Lin, Christian Moya, Zecheng Zhang · Engineering Applications of Artificial Intelligence · 2023 · 37 citations · Full text

Dynamical Response, Machine Learning, Engineering +6

Optimization of automated garbage recognition model based on ResNet-50 and weakly supervised CNN for sustainable urban development

Yan Zhou, Zhaoqi Wang, Shirong Zheng et al. · Alexandria Engineering Journal · 2024 · 35 citations · Full text