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Speeding up astrochemical reaction networks with autoencoders and neural
  ODEs

Speeding up astrochemical reaction networks with autoencoders and neural ODEs

10 December 2023
Immanuel Sulzer
Tobias Buck
    AI4CE
ArXivPDFHTML

Papers citing "Speeding up astrochemical reaction networks with autoencoders and neural ODEs"

3 / 3 papers shown
Title
SPIN-ODE: Stiff Physics-Informed Neural ODE for Chemical Reaction Rate Estimation
SPIN-ODE: Stiff Physics-Informed Neural ODE for Chemical Reaction Rate Estimation
Wenqing Peng
Zhi-Song Liu
Michael Boy
33
0
0
08 May 2025
3D-PDR Orion dataset and NeuralPDR: Neural Differential Equations for
  Photodissociation Regions
3D-PDR Orion dataset and NeuralPDR: Neural Differential Equations for Photodissociation Regions
Gijs Vermariën
Serena Viti
Rahul Ravichandran
Thomas G. Bisbas
84
0
0
01 Dec 2024
CODES: Benchmarking Coupled ODE Surrogates
CODES: Benchmarking Coupled ODE Surrogates
Robin Janssen
Immanuel Sulzer
Tobias Buck
OffRL
23
0
0
28 Oct 2024
1