AA Health

Project

AA-Health-1

Trajectory Generator Matching with Applications to Time-Dependent Inverse Problems

Project Heads

Tim Jahn, Markus Reiß

Project Members

Onno Pfohl

Project Duration

01.07.2025 − 30.06.2028

Located at

HU Berlin, TU Berlin

Description

We explore and develop generative modeling of dynamical data using jump stochastic delay differential equations and study applications to time-dependent inverse problems.

External Website

https://www.tu.berlin/en/math/data-science

Related Publications

• J. Chemseddine, P. Hagemann, T. Jahn, O. Pfohl, G. Steidl, C. Wald. A Jump-Diffusion Framework for Irregular Time Series Generation. preprint
• C. Ojeda, N. Hartung, W. Huisinga, T. Jahn, P. Kavwele, M. Klose, P. Kumar, R. Sánchez, D. Faroughy. Prior-Fitted Functional Flows: In-Context Generative Models for Pharmacokinetics. UAI 2026

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