Fraunhofer-Institut für Techno- und Wirtschaftsmathematik ITWMSchwerpunkte/Kompetenzen
- Machine Learning in der Verfahrenstechnik
Profil Daria Fokina
Fraunhofer Publica
Sammlung der Publikationen von Daria Fokina in der Fraunhofer-Publica
| Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
|---|---|---|
| 2025 | Boosting Productivity in Scalable Continuous Grignard Reagent Formation via Model-Based Design of Experiments and Optimization Deitmann, Eva; Fokina, Daria; Baldan, Marco; Inderwies, Jakob; Bortz, Michael; Löb, Patrick; Menges-Flanagan, Gabriele |
Zeitschriftenaufsatz Journal Article |
| 2025 | Machine Learning Methods Based Prediction of Breakthrough Curves in Reactive Porous Media from Peclet and Damköhler Numbers Fokina, Daria; Toktaliev, Pavel; Herkert, Robin; Wenzel, Tizian; Haasdonk, Bernard; Iliev, Oleg |
Konferenzbeitrag Conference Paper |
| 2024 | Machine Learning Algorithms for Parameter Identification for Reactive Flow in Porous Media Fokina, Daria; Grigoriev, Vasiliy V.; Iliev, Oleg; Oseledets, Ivan |
Konferenzbeitrag Conference Paper |
| 2024 | Machine Learning Algorithms for Solution of Convection-Diffusion-Reaction Equation at Pore-Scale Fokina, Daria |
Dissertation Doctoral Thesis |
| 2024 | Machine Learning Methods for Prediction of Breakthrough Curves in Reactive Porous Media Fokina, Daria; Toktaliev, Pavel; Iliev, Oleg; Oseledets, Ivan |
Aufsatz in Buch Book Article |
| 2023 | Growing axons: Greedy learning of neural networks with application to function approximation Fokina, Daria; Oseledets, Ivan V. |
Zeitschriftenaufsatz Journal Article |
| 2022 | Deep Neural Networks and Adaptive Quadrature for Solving Variational Problems Fokina, Daria; Iliev, Oleg; Oseledets, Ivan |
Konferenzbeitrag Conference Paper |
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica
This list has been generated from the publication platform Fraunhofer-Publica