Physics-constrained deep learning for solving the eikonal equation

S Grubas, G Loginov, A Duchkov - 82nd EAGE Annual Conference & …, 2021 - earthdoc.org
The Eikonal equation is a non-linear PDE that is used for modeling seismic traveltimes. Here
we test the idea of using neural networks for solving the 2D Eikonal equation. The concept of …

PHYSICS-CONSTRAINED DEEP LEARNING FOR SOLVING THE EIKONAL EQUATION

S Grubas, G Loginov, A Duchkov - 82nd EAGE Conference and …, 2021 - elibrary.ru
The Eikonal equation is a non-linear PDE that is used for modeling seismic traveltimes. Here
we test the idea of using neural networks for solving the 2D Eikonal equation. The concept of …

[PDF][PDF] PHYSICS-CONSTRAINED DEEP LEARNING FOR SOLVING THE EIKONAL EQUATION

S Grubas, G Loginov, A Duchkov - ipgg.sbras.ru
The Eikonal equation is a non-linear PDE that is used for modeling seismic traveltimes. Here
we test the idea of using neural networks for solving the 2D Eikonal equation. The concept of …

[PDF][PDF] Novosibirsk State University; 2 IPGG SB RAS

S Grubas, G Loginov, A Duchkov - researchgate.net
The Eikonal equation is a non-linear PDE that is used for modeling seismic traveltimes. Here
we test the idea of using neural networks for solving the 2D Eikonal equation. The concept of …

[PDF][PDF] Novosibirsk State University; 2 IPGG SB RAS

S Grubas, G Loginov, A Duchkov - ipgg.sbras.ru
The Eikonal equation is a non-linear PDE that is used for modeling seismic traveltimes. Here
we test the idea of using neural networks for solving the 2D Eikonal equation. The concept of …