Följ
Siddhant Agarwal
Siddhant Agarwal
Helmholtz-Zentrum Hereon
Verifierad e-postadress på hereon.de
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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
152020
Deep learning for surrogate modeling of two-dimensional mantle convection
S Agarwal, N Tosi, P Kessel, D Breuer, G Montavon
PHYSICAL REVIEW FLUIDS 6 (11), 113801, 2021
122021
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
102021
Neural fields for rapid aircraft aerodynamics simulations
G Catalani, S Agarwal, X Bertrand, F Tost, M Bauerheim, J Morlier
Scientific Reports 14, 25496 (2024), 2024
2024
Accelerating the discovery of steady-states of planetary interior dynamics with machine learning
S Agarwal, N Tosi, C Hüttig, DS Greenberg, AC Bekar
arXiv preprint arXiv:2408.17298, 2024
2024
Unraveling the interior evolution of terrestrial planets through machine learning
S Agarwal
http://dx.doi.org/10.14279/depositonce-15926, 2022
2022
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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Artiklar 1–7