Concepedia

Fabian Jirasek

FJ

24

Publications

626

Citations

15

H-Index

2015

Active since

Affiliations

University of Kaiserslautern(Current)

University of California, Irvine

Fraunhofer Institute for Industrial Mathematics

Technical University of Munich

Rheinland-Pfälzische Technische Universität Kaiserslautern-Landau

Fabian Jirasek is an author at University of Kaiserslautern specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningChemistryBiophysicsStatisticsAnalytical ChemistryPredictive AnalyticsEntropyMedicine

Publications per year

2015–2024

24

Publications

24

Machine Learning in Thermodynamics: Prediction of Activity Coefficients by Matrix Completion

Fabian Jirasek, Rodrigo Alves, Julie Damay et al. · The Journal of Physical Chemistry Letters · 2020 · 97 citations · Full text

Engineering, Machine Learning, Prediction Methods +20

Perspective: Machine Learning of Thermophysical Properties

Fabian Jirasek, Hans Hasse · Fluid Phase Equilibria · 2021 · 49 citations

Thermodynamic Modelling, Engineering, Machine Learning +4

Predicting Activity Coefficients at Infinite Dilution for Varying Temperatures by Matrix Completion

Julie Damay, Fabian Jirasek, Marius Kloft et al. · Industrial & Engineering Chemistry Research · 2021 · 48 citations · Full text

Numerical Analysis, Engineering, Machine Learning +21

Hybridizing physical and data-driven prediction methods for physicochemical properties

Fabian Jirasek, Robert Bamler, Stephan Mandt · Chemical Communications · 2020 · 34 citations

Engineering, Machine Learning, Ensemble Methods +18

Making thermodynamic models of mixtures predictive by machine learning: matrix completion of pair interactions

Fabian Jirasek, Robert Bamler, Sophie Fellenz et al. · Chemical Science · 2022 · 33 citations · Full text

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