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Fabian Jirasek

Orcid: 0000-0002-2502-5701

According to our database1, Fabian Jirasek authored at least 10 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2024
KnowTD─An Actionable Knowledge Representation System for Thermodynamics.
[BibTeX]
[DOI]
Luisa Vollmer
,
Sophie Fellenz
,
Fabian Jirasek
,
Heike Leitte
,
Hans Hasse
J. Chem. Inf. Model., 2024

Hierarchical Matrix Completion for the Prediction of Properties of Binary Mixtures.
[BibTeX]
[DOI]
Dominik Gond
,
Jan-Tobias Sohns
,
Heike Leitte
,
Hans Hasse
,
Fabian Jirasek
CoRR, 2024

SetPINNs: Set-based Physics-informed Neural Networks.
[BibTeX]
[DOI]
Mayank Nagda
,
Phil Ostheimer
,
Thomas Specht
,
Frank Rhein
,
Fabian Jirasek
,
Marius Kloft
,
Sophie Fellenz
CoRR, 2024

Advancing Thermodynamic Group-Contribution Methods by Machine Learning: UNIFAC 2.0.
[BibTeX]
[DOI]
Nicolas Hayer
,
Thorsten Wendel
,
Stephan Mandt
,
Hans Hasse
,
Fabian Jirasek
CoRR, 2024

HANNA: Hard-constraint Neural Network for Consistent Activity Coefficient Prediction.
[BibTeX]
[DOI]
Thomas Specht
,
Mayank Nagda
,
Sophie Fellenz
,
Stephan Mandt
,
Hans Hasse
,
Fabian Jirasek
CoRR, 2024

Balancing Molecular Information and Empirical Data in the Prediction of Physico-Chemical Properties.
[BibTeX]
[DOI]
Johannes Zenn
,
Dominik Gond
,
Fabian Jirasek
,
Robert Bamler
CoRR, 2024

2023
Deep Anomaly Detection on Tennessee Eastman Process Data.
[BibTeX]
[DOI]
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
CoRR, 2023

2022
Attribute-based Explanation of Non-Linear Embeddings of High-Dimensional Data.
[BibTeX]
[DOI]
Jan-Tobias Sohns
,
Michaela Schmitt
,
Fabian Jirasek
,
Hans Hasse
,
Heike Leitte
IEEE Trans. Vis. Comput. Graph., 2022

2021
Automated Methods for Identification and Quantification of Structural Groups from Nuclear Magnetic Resonance Spectra Using Support Vector Classification.
[BibTeX]
[DOI]
Thomas Specht
,
Kerstin Münnemann
,
Hans Hasse
,
Fabian Jirasek
J. Chem. Inf. Model., 2021

Attribute-based Explanations of Non-Linear Embeddings of High-Dimensional Data.
[BibTeX]
[DOI]
Jan-Tobias Sohns
,
Michaela Schmitt
,
Fabian Jirasek
,
Hans Hasse
,
Heike Leitte
CoRR, 2021


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