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math.NA2026
Transformer Causality Regularization for Dynamic Inverse Problems
Gesa Sarnighausen, Anne Wald, Andreas Hauptmann
We study the concept of including the causality principle as regularizer into the solution of linear time-dependent inverse problems. This is achieved by combining transformer-base…
physics.flu-dyn2026
Determination of active forces in actomyosin systems as inverse source problems for the Stokes equation
Emily Klass, Tram Thi Ngoc Nguyen, Nilay Cicek +4
The identification of forces and stresses is a central task in biophysics research: Knowledge on forces is key to understanding dynamic processes in active biological systems that…