Fabian Jirasek

20PUBLICATIONS
20CO-AUTHORS
Adversarial machine learningComputational methods in fluid flow, heat and mass transfer (incl. computational fluid dynamics)Computational chemistryProcess control and simulationSemi- and unsupervised learning
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Publications (20)

|Oct 01, 2026
Time series data with and without anomalies from a continuous distillation plant.

|Jun 26, 2026
Prediction of diffusion coefficients in mixtures with tensor completion.

|Apr 14, 2026
Thermodynamically consistent machine learning model for excess Gibbs energy.

Marco Hoffmann, Thomas Specht, Quirin Göttl

|Apr 02, 2026
CHAOS - A Large-scale Database for σ-Profiles and Other Molecular Descriptors.

Dominik Gond, Justus Arweiler, Thomas Specht

|Mar 31, 2026
Batch Distillation Data for Developing Machine Learning Anomaly Detection Methods.

Justus Arweiler, Indra Jungjohann, Aparna Muraleedharan

|Aug 29, 2025
Improvement of Diffusion Coefficient Prediction by Active Learning.

Zeno Romero, Kerstin Münnemann, Hans Hasse

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Frequent Collaborators

9 joint publications

Hans Hasse

6 joint publications

Thomas Specht

5 joint publications

Justus Arweiler

4 joint publications

Kerstin Münnemann