Physics-Informed Machine Learning On Polar Ice: A Survey

30 April 2024

Papers citing "Physics-Informed Machine Learning On Polar Ice: A Survey"

6 / 6 papers shown

Title
Prediction of Deep Ice Layer Thickness Using Adaptive Recurrent Graph Neural Networks Benjamin Zalatan Maryam Rahnemoonfar AI4CE 45 4 0 22 Jun 2023
Physics-Informed Deep Neural Operator Networks S. Goswami Aniruddha Bora Yue Yu George Karniadakis PINN AI4CE 50 101 0 08 Jul 2022
Constraining subglacial processes from surface velocity observations using surrogate-based Bayesian inference D. Brinkerhoff A. Aschwanden M. Fahnestock 11 43 0 22 Jun 2020
Variational Physics-Informed Neural Networks For Solving Partial Differential Equations E. Kharazmi Z. Zhang George Karniadakis 46 241 0 27 Nov 2019
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks Xintao Wang Ke Yu Shixiang Wu Jinjin Gu Yihao Liu Chao Dong Chen Change Loy Yu Qiao Xiaoou Tang 90 3,706 0 01 Sep 2018
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 306 11,941 0 04 Dec 2016