Guang Lin
Purdue University
H-index: 38
North America-United States
Top articles of Guang Lin
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Energy-dissipative evolutionary deep operator neural networks | Journal of Computational Physics | Jiahao Zhang Shiheng Zhang Jie Shen Guang Lin | 2024/2/1 |
HomPINNs: Homotopy physics-informed neural networks for solving the inverse problems of nonlinear differential equations with multiple solutions | Journal of Computational Physics | Haoyang Zheng Yao Huang Ziyang Huang Wenrui Hao Guang Lin | 2024/3/1 |
Accelerating approximate thompson sampling with underdamped langevin monte carlo | Haoyang Zheng Wei Deng Chris Moya Guang Lin | 2024 | |
Conformalized-DeepONet: A Distribution-Free Framework for Uncertainty Quantification in Deep Operator Networks | arXiv preprint arXiv:2402.15406 | Christian Moya Amirhossein Mollaali Zecheng Zhang Lu Lu Guang Lin | 2024/2/23 |
Accelerating inverse inference of ensemble Kalman filter via reduced-order model trained using adaptive sparse observations | Journal of Computational Physics | Yuepeng Wang Jie Li Wenju Zhao IM Navon Guang Lin | 2024/1/1 |
Restoring the discontinuous heat equation source using sparse boundary data and dynamic sensors | Inverse Problems | Guang Lin Na Ou Zecheng Zhang Zhidong Zhang | 2024/2/13 |
Federated x-armed bandit | Proceedings of the AAAI Conference on Artificial Intelligence | Wenjie Li Qifan Song Jean Honorio Guang Lin | 2024/3/24 |
Sampling-accelerated prediction of phonon scattering rates for converged thermal conductivity and radiative properties | npj Computational Materials | Ziqi Guo Zherui Han Dudong Feng Guang Lin Xiulin Ruan | 2024/2/7 |
Deep operator learning-based surrogate models with uncertainty quantification for optimizing internal cooling channel rib profiles | International Journal of Heat and Mass Transfer | Izzet Sahin Christian Moya Amirhossein Mollaali Guang Lin Guillermo Paniagua | 2024/2/1 |
Regional 4D Cardiac Magnetic Resonance Strain Predicts Subclinical Cardiomyopathy Progression in Duchenne Muscular Dystrophy | medRxiv | Conner C Earl Alexa M Jauregui Guang Lin Kan N Hor Larry W Markham | 2023/11/8 |
Fair Supervised Learning with A Simple Random Sampler of Sensitive Attributes | Jinwon Sohn Qifan Song Guang Lin | 2024/4/18 | |
Artificial intelligence guided thermoelectric materials design and discovery | Advanced Electronic Materials | Guangshuai Han Yixuan Sun Yining Feng Guang Lin Na Lu | 2023/8 |
Statistical Learning for Nonlinear Dynamical Systems with Applications to Aircraft-UAV Collisions | Technometrics | Xinchao Liu Xiao Liu Tulin Kaman Xiaohua Lu Guang Lin | 2023/4/17 |
On approximating the dynamic response of synchronous generators via operator learning: A step towards building deep operator-based power grid simulators | arXiv preprint arXiv:2301.12538 | Christian Moya Guang Lin Tianqiao Zhao Meng Yue | 2023/1/29 |
B-LSTM-MIONet: Bayesian LSTM-based Neural Operators for Learning the Response of Complex Dynamical Systems to Length-Variant Multiple Input Functions | arXiv preprint arXiv:2311.16519 | Zhihao Kong Amirhossein Mollaali Christian Moya Na Lu Guang Lin | 2023/11/28 |
Deeponet-grid-uq: A trustworthy deep operator framework for predicting the power grid’s post-fault trajectories | Neurocomputing | Christian Moya Shiqi Zhang Guang Lin Meng Yue | 2023/5/28 |
Interpretable Molecular Property Predictions Using Marginalized Graph Kernels | Journal of Chemical Information and Modeling | Yan Xiang Yu-Hang Tang Guang Lin Daniel Reker | 2023/7/28 |
Federated High-Dimensional Online Decision Making | Transactions on Machine Learning Research | Chi-Hua Wang Wenjie Li Guang Lin | 2023/1/25 |
Learning the dynamical response of nonlinear non-autonomous dynamical systems with deep operator neural networks | Engineering Applications of Artificial Intelligence | Guang Lin Christian Moya Zecheng Zhang | 2023/10/1 |
Sampling-accelerated First-principles Prediction of Phonon Scattering Rates for Converged Thermal Conductivity and Radiative Properties | arXiv preprint arXiv:2311.12935 | Ziqi Guo Zherui Han Dudong Feng Guang Lin Xiulin Ruan | 2023/11/21 |
Co-Authors
