SC Seminar: Muhammed Agca
Muhammed Agca, RPTU Kaiserslautern-Landau, Kaiserslautern Title: Sparse Identification of Reduced-Order Dynamics for the Unsteady Flow around a NACA 0012 Airfoil Abstract: High-fidelity CFD simulations of unsteady flows generate large datasets and offer limited direct insight into the underlying dynamics. In … Continue reading
SC Seminar: Faezeh Nassajian Mojarrad
M.Sc. Faezeh Nassajian Mojarrad, Max Planck Institute for Software Systems, Kaiserslautern Title: The Two-Step Stochastic Quadratic Method: A New Approximation Scheme for Solving SDEs Abstract: Solving Itô stochastic differential equations (SDEs) accurately is a persistent challenge in applied mathematics and … Continue reading
SC Seminar: Maoni Ngowa Msinda
Maoni Ngowa Msinda, Chair for Scientific Computing (SciComp), RPTU University Kaiserslautern-Landau Title: Modeling Glioblastoma Plasticity Using Partial Differential Equations and Machine Learning Abstract: The integration of mathematical modeling and machine learning is opening new directions in computational oncology. In this … Continue reading
SC Seminar: Bernat Font
Prof. Dr. Bernat Font, Data-Informed Computational Fluid Dynamics (DI-CFD) research group, TU Delft, The Netherlands Title: Data-informed CFD: From RL for active flow control to optimal numerical methods using AD Abstract: The advancement of scientific machine learning (SciML) has reshaped … Continue reading
Training on Algorithmic Differentiation
Please visit Training on Algorithmic Differentiation page.
SC Seminar: Mohammad Rabieh
Mohammad Rabieh, RPTU University Kaiserslautern-Landau Title: The Evolution of Topology Optimization Algorithms: From the 99-Line Code to Taichi-TopOpt Abstract: Finding optimal material distributions within a design domain is a fundamental challenge instructural engineering, with topology optimization representing its most powerful … Continue reading
SC Seminar: Tobias Kortus
Tobias Kortus, Chair for Scientific Computing (SciComp), RPTU University Kaiserslautern-Landau Title: Exploring End-to-end Differentiable Neural Charged Particle Tracking – A Loss Landscape Perspective Abstract: Charged particle tracking is a core component of event reconstruction in high-energy physics, as well as … Continue reading
SC Seminar: Dominik Willrich
Dominik Willrich, RPTU University Kaiserslautern-Landau Title: Improving Stochastic Policy Gradients in Continuous Control with Deep Reinforcement Learning using the Beta Distribution Abstract: Deep reinforcement learning has achieved strong performance in continuous control tasks, yet most stochastic policy gradient methods rely … Continue reading
SC Seminar: Katharina Roth
Katharina Roth, RPTU University Kaiserslautern-Landau Title: Generative Visualization Techniques for Urban Planning Abstract: Generative AI models have experienced a dramatic increase in interest over the past decade. The potential of these technologies has expanded across diverse domains, including urban planning, … Continue reading
SC Seminar: Abhay Balasaheb Jadhav
Abhay Balasaheb Jadhav, RPTU University Kaiserslautern-Landau Title: Vehicle Localization in Radar Maps with Coarse Initial Estimates Abstract: Accurate localization in real-world environments is essential for autonomous vehicles to navigate safely, avoid collisions, and operate reliably. This holds even in harsh … Continue reading