Projects per year
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 3 Active
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Pedestrian dynamics prediction for safe and flow-efficient building design
Dietrich, F. (PI), Borrmann, A. (PI) & Čukarska, A. (CoI)
27/11/23 → 26/11/27
Project: Research
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Deep physics based structural health monitoring
Dietrich, F. (PI), Kollmannsberger, S. S. (PI), Bungartz, H.-J. (PI) & Sun, Q. (CoI)
13/03/23 → 12/03/27
Project: Research
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Harmonic Artificial Intelligence based on Linear Operators
Dietrich, F. (PI), Bolager, E. (CoI) & Burak, I. (CoI)
1/04/22 → 31/03/28
Project: Research
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Data-driven modelling of brain activity using neural networks, diffusion maps, and the Koopman operator
Gallos, I. K., Lehmberg, D., Dietrich, F. & Siettos, C., 1 Jan 2024, In: Chaos. 34, 1, 013151.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
Multi-fidelity Gaussian process surrogate modeling for regression problems in physics
Ravi, K., Fediukov, V., Dietrich, F., Neckel, T., Buse, F., Bergmann, M. & Bungartz, H. J., 1 Dec 2024, In: Machine Learning: Science and Technology. 5, 4, 045015.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
On learning what to learn: Heterogeneous observations of dynamics and establishing possibly causal relations among them
Sroczynski, D. W., Dietrich, F., Koronaki, E. D., Talmon, R., Coifman, R. R., Bollt, E. & Kevrekidis, I. G., 1 Dec 2024, In: PNAS Nexus. 3, 12, pgae494.Research output: Contribution to journal › Article › peer-review
Open Access