Seminar Talks! Please contact us
Prof. Dr. Nicolas Gauger, Chair for Scientific Computing (SciComp), TU Kaiserslautern SciComp Seminar Series Please contact Prof. Gauger, if you want to register for an online talk in our SciComp Seminar Series or just to register for the seminar. A … Continue reading
SC Seminar: Bora Kalpakli
Dr. Bora Kalpakli, LIKUA, Heidelberg, Germany Title: NeuralFlow: Learning CFD Solution Operators Through Solver Backpropagation Abstract: Computational Fluid Dynamics (CFD) traditionally obtains flow solutions by repeatedly applying numerical operations that reduce the imbalance in the discretized flow field until a … Continue reading
SC Seminar: Bernd Ulmann
Prof. Dr. Bernd Ulmann, FOM University of Applied Sciences in Frankfurt/Main Title: Analog and Hybrid Computing in the 21st Century Abstract: -> Download Slides Computation by electronic analogues is gaining more and more interest in many areas of research … Continue reading
SC Seminar: Naukshatro Bose
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 … Continue reading
SC Seminar: Ilja Kratschmer
Ilja Kratschmer, RPTU Kaiserslautern-Landau, Kaiserslautern Title: Curriculum Learning: Task Sequencing in a Grid-Survival Game Abstract: Curriculum learning aims to improve reinforcement learning by controlling the order in which an agent encounters training tasks. We first introduce Deep Q-Networks (DQNs) and … Continue reading
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.