Toshev, Artur

8 publications

ICLRW 2024 JAX-SPH: A Differentiable Smoothed Particle Hydrodynamics Framework Artur Toshev, Harish Ramachandran, Jonas A. Erbesdobler, Gianluca Galletti, Johannes Brandstetter, Nikolaus A. Adams

ICML 2024 Neural SPH: Improved Neural Modeling of Lagrangian Fluid Dynamics Artur Toshev, Jonas A. Erbesdobler, Nikolaus A. Adams, Johannes Brandstetter

ICLRW 2024 Neural SPH: Improved Neural Modeling of Lagrangian Fluid Dynamics Artur Toshev, Jonas A. Erbesdobler, Nikolaus A. Adams, Johannes Brandstetter

NeurIPS 2023 Accelerating Molecular Graph Neural Networks via Knowledge Distillation Filip Ekström Kelvinius, Dimitar Georgiev, Artur Toshev, Johannes Gasteiger

ICMLW 2023 Accelerating Molecular Graph Neural Networks via Knowledge Distillation Filip Ekström Kelvinius, Dimitar Georgiev, Artur Toshev, Johannes Gasteiger

ICLRW 2023 E($3$) Equivariant Graph Neural Networks for Particle-Based Fluid Mechanics Artur Toshev, Gianluca Galletti, Johannes Brandstetter, Stefan Adami, Nikolaus A. Adams

NeurIPS 2023 LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite Artur Toshev, Gianluca Galletti, Fabian Fritz, Stefan Adami, Nikolaus Adams

ICMLW 2022 On the Relationships Between Graph Neural Networks for the Simulation of Physical Systems and Classical Numerical Methods Artur Toshev, Ludger Paehler, Andrea Panizza, Nikolaus A. Adams