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Felix Döppel

5 results in Authors: Felix Döppel

Chemical Engineering and Industrial Chemistry

Embedding Physics into Neural ODEs to learn Kinetics from Integral Reactors

Tim Kircher, Felix Döppel, Martin Votsmeier

Version 2 posted 07 March 2024

288

Downloads

Efficient machine learning based surrogate models for surface kinetics by approximating the rates of the rate-determining steps

Felix Döppel, Martin Votsmeier

Version 1 posted 29 March 2022

566

Downloads

Chemical Engineering and Industrial Chemistry

Robust Mechanism Discovery with Atom Conserving Chemical Reaction Neural Networks

Felix Döppel, Martin Votsmeier

Version 1 posted 06 December 2023

220

Downloads

1

Citations

Chemical Engineering and Industrial Chemistry

A neural network with embedded stoichiometry and thermodynamics for learning kinetics from reactor data

Tim Kircher, Felix Döppel, Martin Votsmeier

Version 1 posted 14 September 2023

618

Downloads

Theoretical and Computational Chemistry

Efficient Neural Network Models of Chemical Kinetics Using a Latent asinh Rate Transformation

Felix Döppel, Martin Votsmeier

Version 1 posted 10 April 2023

352

Downloads