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ORCIDFabian Jirasek
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2020 – today
- 2024
[j3]Luisa Vollmer
, Sophie Fellenz, Fabian Jirasek, Heike Leitte, Hans Hasse:
KnowTD─An Actionable Knowledge Representation System for Thermodynamics. J. Chem. Inf. Model. 64(15): 5878-5887 (2024)- [i8]Johannes Zenn, Dominik Gond, Fabian Jirasek, Robert Bamler:
Balancing Molecular Information and Empirical Data in the Prediction of Physico-Chemical Properties. CoRR abs/2406.08075 (2024) - [i7]Luisa Vollmer, Sophie Fellenz, Fabian Jirasek, Heike Leitte, Hans Hasse:
KnowTD-An Actionable Knowledge Representation System for Thermodynamics. CoRR abs/2407.17169 (2024) - [i6]Thomas Specht, Mayank Nagda, Sophie Fellenz, Stephan Mandt, Hans Hasse, Fabian Jirasek:
HANNA: Hard-constraint Neural Network for Consistent Activity Coefficient Prediction. CoRR abs/2407.18011 (2024) - [i5]Nicolas Hayer, Thorsten Wendel, Stephan Mandt, Hans Hasse, Fabian Jirasek:
Advancing Thermodynamic Group-Contribution Methods by Machine Learning: UNIFAC 2.0. CoRR abs/2408.05220 (2024) - [i4]Mayank Nagda, Phil Ostheimer, Thomas Specht, Frank Rhein, Fabian Jirasek, Marius Kloft, Sophie Fellenz:
SetPINNs: Set-based Physics-informed Neural Networks. CoRR abs/2409.20206 (2024) - [i3]Dominik Gond, Jan-Tobias Sohns, Heike Leitte, Hans Hasse, Fabian Jirasek:
Hierarchical Matrix Completion for the Prediction of Properties of Binary Mixtures. CoRR abs/2410.06060 (2024) - 2023
- [i2]Fabian Hartung, Billy Joe Franks, Tobias Michels, Dennis Wagner, Philipp Liznerski, Steffen Reithermann, Sophie Fellenz, Fabian Jirasek, Maja Rudolph, Daniel Neider, Heike Leitte, Chen Song, Benjamin Klöpper, Stephan Mandt, Michael Bortz, Jakob Burger, Hans Hasse, Marius Kloft:
Deep Anomaly Detection on Tennessee Eastman Process Data. CoRR abs/2303.05904 (2023) - 2022
- [j2]Jan-Tobias Sohns, Michaela Schmitt, Fabian Jirasek, Hans Hasse, Heike Leitte:
Attribute-based Explanation of Non-Linear Embeddings of High-Dimensional Data. IEEE Trans. Vis. Comput. Graph. 28(1): 540-550 (2022) - 2021
- [j1]Thomas Specht, Kerstin Münnemann, Hans Hasse, Fabian Jirasek:
Automated Methods for Identification and Quantification of Structural Groups from Nuclear Magnetic Resonance Spectra Using Support Vector Classification. J. Chem. Inf. Model. 61(1): 143-155 (2021) - [i1]Jan-Tobias Sohns, Michaela Schmitt, Fabian Jirasek, Hans Hasse, Heike Leitte:
Attribute-based Explanations of Non-Linear Embeddings of High-Dimensional Data. CoRR abs/2108.08706 (2021)
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