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ORCIDJakob Burger
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2020 – today
- 2025
[j5]Quirin Göttl, Jonathan Pirnay, Jakob Burger, Dominik G. Grimm
:
Deep reinforcement learning enables conceptual design of processes for separating azeotropic mixtures without prior knowledge. Comput. Chem. Eng. 194: 108975 (2025)- [j4]Quirin Göttl, Natalie Rosen, Jakob Burger:
Convex envelope method for T,p flash calculations for mixtures with an arbitrary number of components and arbitrary aggregate states. Comput. Chem. Eng. 203: 109326 (2025) - [i9]Marco Hoffmann, Thomas Specht, Quirin Göttl, Jakob Burger, Stephan Mandt, Hans Hasse, Fabian Jirasek:
A machine-learned expression for the excess Gibbs energy. CoRR abs/2509.06484 (2025) - [i8]Mayank Nagda, Phil Ostheimer, Justus Arweiler, Indra Jungjohann, Jennifer Werner, Dennis Wagner, Aparna Muraleedharan, Pouya Jafari, Jochen Schmid, Fabian Jirasek, Jakob Burger, Michael Bortz, Hans Hasse, Stephan Mandt, Marius Kloft, Sophie Fellenz:
DiffStyleTS: Diffusion Model for Style Transfer in Time Series. CoRR abs/2510.11335 (2025) - [i7]Dennis Wagner, Arjun Nair, Billy Joe Franks, Justus Arweiler, Aparna Muraleedharan, Indra Jungjohann, Fabian Hartung, Mayank C. Ahuja, Andriy Balinskyy, Saurabh Varshneya, Nabeel Hussain Syed, Mayank Nagda, Philipp Liznerski, Steffen Reithermann, Maja Rudolph, Sebastian Vollmer, Ralf Schulz, Torsten Katz, Stephan Mandt, Michael Bortz, Heike Leitte, Daniel Neider, Jakob Burger, Fabian Jirasek, Hans Hasse, Sophie Fellenz, Marius Kloft:
Formally Exploring Time-Series Anomaly Detection Evaluation Metrics. CoRR abs/2510.17562 (2025) - [i6]Justus Arweiler, Indra Jungjohann, Aparna Muraleedharan, Heike Leitte, Jakob Burger, Kerstin Münnemann, Fabian Jirasek, Hans Hasse:
Batch Distillation Data for Developing Machine Learning Anomaly Detection Methods. CoRR abs/2510.18075 (2025) - 2024
- [i5]Jonathan Pirnay, Jan G. Rittig, Alexander B. Wolf, Martin Grohe, Jakob Burger, Alexander Mitsos, Dominik G. Grimm:
GraphXForm: Graph transformer for computer-aided molecular design with application to extraction. CoRR abs/2411.01667 (2024) - 2023
- [j3]Quirin Göttl, Jonathan Pirnay, Dominik G. Grimm, Jakob Burger:
Convex Envelope Method for determining liquid multi-phase equilibria in systems with arbitrary number of components. Comput. Chem. Eng. 177: 108321 (2023) - [c1]Jonathan Pirnay, Quirin Göttl, Jakob Burger, Dominik Gerhard Grimm:
Policy-Based Self-Competition for Planning Problems. ICLR 2023 - [i4]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) - [i3]Jonathan Pirnay, Quirin Göttl, Jakob Burger, Dominik Gerhard Grimm:
Policy-Based Self-Competition for Planning Problems. CoRR abs/2306.04403 (2023) - [i2]Quirin Göttl, Jonathan Pirnay, Jakob Burger, Dominik G. Grimm:
Deep reinforcement learning uncovers processes for separating azeotropic mixtures without prior knowledge. CoRR abs/2310.06415 (2023) - 2022
- [j2]Edward J. Graham, Esther Forte, Jakob Burger, Amparo Galindo, George Jackson, Claire S. Adjiman:
Multi-objective optimization of equation of state molecular parameters: SAFT-VR Mie models for water. Comput. Chem. Eng. 167: 108015 (2022) - 2021
- [i1]Quirin Göttl, Dominik G. Grimm, Jakob Burger:
Automated Synthesis of Steady-State Continuous Processes using Reinforcement Learning. CoRR abs/2101.04422 (2021)
2010 – 2019
- 2014
- [j1]Michael Bortz, Jakob Burger, Norbert Asprion, Sergej Blagov, Roger Böttcher, U. Nowak, A. Scheithauer, Richard Welke, Karl-Heinz Küfer, Hans Hasse:
Multi-criteria optimization in chemical process design and decision support by navigation on Pareto sets. Comput. Chem. Eng. 60: 354-363 (2014)
Coauthor Index
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