Siddhant Agarwal
Siddhant Agarwal
HEIBRiDS, DLR, TU Berlin
Verified email at dlr.de
Title
Cited by
Cited by
Year
A machine-learning-based surrogate model of Mars’ thermal evolution
S Agarwal, N Tosi, D Breuer, S Padovan, P Kessel, G Montavon
Geophysical Journal International 222 (3), 1656-1670, 2020
22020
Toward constraining Mars' thermal evolution using machine learning
S Agarwal, N Tosi, P Kessel, S Padovan, D Breuer, G Montavon
Earth and Space Science 8 (4), e2020EA001484, 2021
12021
Deep learning for surrogate modelling of 2D mantle convection
S Agarwal, N Tosi, P Kessel, D Breuer, G Montavon
arXiv preprint arXiv:2108.10105, 2021
2021
Mars' thermal evolution from machine-learning-based 1D surrogate modelling
S Agarwal, N Tosi, D Breuer, S Padovan, P Kessel
EGU General Assembly Conference Abstracts, 16162, 2020
2020
Mars’ thermal evolution from machine-learning-based 1D surrogate modelling
P Agarwal, S., Tosi, N., Breuer, D., Padovan, S., and Kessel
EGU General Assembly 2020, Online, 2020
2020
Learning high dimensional surrogates from mantle convection simulations
S Agarwal, N Tosi, P Kessel, D Breuer, S Padovan, G Montavon
APS Division of Fluid Dynamics Meeting Abstracts, R01. 009, 2020
2020
Using machine learning to predict 1D steady-state temperature profiles from compressible mantle convection simulations
S Agarwal, N Tosi, D Breuer, P Kessel, G Montavon
APS, P13. 008, 2019
2019
Unravelling interior evolution of terrestrial planets using Machine Learning
S Agarwal, N Tosi, D Breuer, P Kessel, G Montavon
ESO Artificial Intelligence in Astronomy, 2019
2019
Implementation of k-Exact Finite Volume Reconstruction in DLR’s Next-Generation CFD Solver: Flucs and its Comparison to Other Methods
S AGARWAL
KTH Royal Institute of Technology, 2017
2017
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Articles 1–9