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Event Information:
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Thu20Aug2026
SC Seminar: Naukshatro Bose
10:15Hybrid (Room 32-349 and Zoom)
Naukshatro Bose, RPTU Kaiserslautern-Landau, Kaiserslautern
Title: Field Inversion and Physics-Informed Data Assimilation using JAX-FEM
Abstract:
Data Assimilation for PDEs has been an active field with particularly interesting applications in enhancement of CFD Turbulence models. This has multiple facets, however, Field Inversion allows data assimilation for latent fields, which is very useful for both, generalization to unseen flows and study of latent dynamics in a PDE system where not all parameters are known. This talk discusses the approaches to field inversion and data assimilation on the Poisson Equation using the jax-fem library of differentiable FE solvers.
How to join online:
You can join online via Zoom, using the following link:
https://uni-kl-de.zoom-x.de/j/69269239534?pwd=Z9UOzMpkhMjrxVhll3d49sNHFe9Fd1.1
