Deep learning for surrogate modelling of 2D mantle convection

23 August 2021

Papers citing "Deep learning for surrogate modelling of 2D mantle convection"

5 / 5 papers shown

Title
Accelerating the discovery of steady-states of planetary interior dynamics with machine learning Siddhant Agarwal Nicola Tosi Christian Huttig David S. Greenberg A. Bekar AI4CE 25 1 0 30 Aug 2024
Residual Neural Networks for the Prediction of Planetary Collision Outcomes P. M. Winter C. Burger Sebastian Lehner Johannes Kofler T. Maindl C. Schäfer 13 3 0 09 Oct 2022
Physics-informed neural networks with hard constraints for inverse design Lu Lu R. Pestourie Wenjie Yao Zhicheng Wang F. Verdugo Steven G. Johnson PINN 44 494 0 09 Feb 2021
Recurrent Neural Networks for Multivariate Time Series with Missing Values Zhengping Che S. Purushotham Kyunghyun Cho David Sontag Yan Liu AI4TS 219 1,897 0 06 Jun 2016
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 233 7,906 0 13 Jun 2015