Jakob Burger

Associate Professor, Technische Universität München

Joined

September 2022

Names

Jakob Burger (Preferred)

Emails

****@tum.de (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Associate Professor

Technische Universität München (tum.de)

2017 – Present

Assistant Professor

Universität Kaiserslautern (uni-kl.de)

2013 – 2017

Advisors, Relations & Conflicts

Coauthor

Marius Kloft

2022 – Present

Coauthor

Sophie Fellenz

2022 – Present

Coauthor

Heike Leitte

2022 – Present

Coauthor

Daniel Neider

2022 – Present

Coauthor

Dominik G. Grimm

2021 – Present

Expertise

No areas of expertise listed

Publications

Formally Exploring Time-Series Anomaly Detection Evaluation Metrics
Dennis Wagner, Arjun Nair, Billy Joe Franks, Justus Arweiler, Aparna Muraleedharan, Indra Jungjohann, Fabian Hartung, Andriy Balinskyy, Saurabh Varshneya, Mayank Chetan Ahuja, Nabeel Hussain Syed, Mayank Nagda, Philipp Liznerski, Steffen Reithermann, Maja Rudolph, Sebastian Josef Vollmer, Ralf Schulz, Torsten Katz, Stephan Mandt, Michael Bortz et al. (7 additional authors not shown)
- AISTATS 2026 Poster
- Readers: Everyone
NoBOOM: Chemical Process Datasets for Industrial Anomaly Detection
Dennis Wagner, Fabian Hartung, Justus Arweiler, Aparna Muraleedharan, Indra Jungjohann, Arjun Nair, Steffen Reithermann, Ralf Schulz, Michael Bortz, Daniel Neider, Heike Leitte, Joachim Pfeffinger, Stephan Mandt, Sophie Fellenz, Torsten Katz, Fabian Jirasek, Jakob Burger, Hans Hasse, Marius Kloft
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
Deep Anomaly Detection on Tennessee Eastman Process Data
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
- 2023 (modified: 24 Apr 2023)
- CoRR 2023
- Readers: Everyone
Policy-Based Self-Competition for Planning Problems
Jonathan Pirnay, Quirin Göttl, Jakob Burger, Dominik Gerhard Grimm
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 poster
- Readers: Everyone
Multi-objective optimization of equation of state molecular parameters: SAFT-VR Mie models for water
Edward J. Graham, Esther Forte, Jakob Burger, Amparo Galindo, George Jackson, Claire S. Adjiman
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- Comput. Chem. Eng. 2022
- Readers: Everyone
Automated Synthesis of Steady-State Continuous Processes using Reinforcement Learning
Quirin Göttl, Dominik G. Grimm, Jakob Burger
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- CoRR 2021
- Readers: Everyone
Multi-criteria optimization in chemical process design and decision support by navigation on Pareto sets
Michael Bortz, Jakob Burger, Norbert Asprion, Sergej Blagov, Roger Böttcher, U. Nowak, A. Scheithauer, Richard Welke, Karl-Heinz Küfer, Hans Hasse
- Published: 01 Jan 2014, Last Modified: 12 May 2023
- Comput. Chem. Eng. 2014
- Readers: Everyone

Co-Authors

View all 46 co-authors

Jakob Burger

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Formally Exploring Time-Series Anomaly Detection Evaluation Metrics

NoBOOM: Chemical Process Datasets for Industrial Anomaly Detection

Deep Anomaly Detection on Tennessee Eastman Process Data

Policy-Based Self-Competition for Planning Problems

Multi-objective optimization of equation of state molecular parameters: SAFT-VR Mie models for water

Automated Synthesis of Steady-State Continuous Processes using Reinforcement Learning

Multi-criteria optimization in chemical process design and decision support by navigation on Pareto sets

Co-Authors