Wolf, Alexander B.;Pirnay, Jonathan;Göttl, Quirin;Grimm, Dominik G.;Burger, Jakob
Identification of Pressure‐Swing Separation Processes for Azeotropic Mixtures Using Deep Reinforcement Learning
Chemie Ingenieur Technik
2025
97
11-12
1094-1102

Nagda, Mayank;Ostheimer, Phil;Arweiler, Justus;Jungjohann, Indra;Werner, Jennifer;Wagner, Dennis;Muraleedharan, Aparna;Jafari, Pouya;Schmid, Jochen;Jirasek, Fabian;Burger, Jakob;Bortz, Michael;Hasse, Hans;Mandt, Stephan;Kloft, Marius;Fellenz, Sophie
DiffStyleTS: Diffusion Model for Style Transfer in Time Series
2025

Wagner, Dennis;Nair, Arjun;Franks, Billy Joe;Arweiler, Justus;Muraleedharan, Aparna;Jungjohann, Indra;Hartung, Fabian;Ahuja, Mayank C.;Balinskyy, Andriy;Varshneya, Saurabh;Syed, Nabeel Hussain;Nagda, Mayank;Liznerski, Phillip;Reithermann, Steffen;Rudolph, Maja;Vollmer, Sebastian;Schulz, Ralf;Katz, Torsten;Mandt, Stephan;Bortz, Michael;Leitte, Heike;Neider, Daniel;Burger, Jakob;Jirasek, Fabian;Hasse, Hans;Fellenz, Sophie;Kloft, Marius
Formally Exploring Time-Series Anomaly Detection Evaluation Metrics
2025

Arweiler, Justus;Jungjohann, Indra;Muraleedharan, Aparna;Leitte, Heike;Burger, Jakob;Münnemann, Kerstin;Jirasek, Fabian;Hasse, Hans
Batch Distillation Data for Developing Machine Learning Anomaly Detection Methods
2025

Pirnay, Jonathan;Rittig, Jan G.;Wolf, Alexander B.;Grohe, Martin;Burger, Jakob;Mitsos, Alexander;Grimm, Dominik G.
GraphXForm: graph transformer for computer-aided molecular design
Digital Discovery
2025
4
4
1052-1065

Hoffmann, Marco;Specht, Thomas;Göttl, Quirin;Burger, Jakob;Mandt, Stephan;Hasse, Hans;Jirasek, Fabian
A machine-learned expression for the excess Gibbs energy
2025

Göttl, Quirin;Rosen, Natalie;Burger, Jakob
Convex envelope method for T, p flash calculations for mixtures with an arbitrary number of components and arbitrary aggregate states
2025

Göttl, Quirin;Pirnay, Jonathan;Burger, Jakob;Grimm, Dominik G.
Deep reinforcement learning enables conceptual design of processes for separating azeotropic mixtures without prior knowledge
Computers & Chemical Engineering
2025
194
108975

Winklbauer, Lukas;Burger, Jakob
Chemical equilibrium and liquid–liquid equilibrium in ternary mixtures of formaldehyde, water, and isobutanol/ n-butanol between 295 K and 348 K
Fluid Phase Equilibria
2025
594
114364

Winklbauer, Lukas;Qian, Jieyu;Burger, Jakob
Vapor–liquid and liquid–liquid equilibrium in mixtures of water + isobutanol/n-butanol + isobutylal/n-butylal
Fluid Phase Equilibria
2025
596
114440