SC Seminar: Alexander Heinlein
Prof. Dr. Alexander Heinlein, Numerical Analysis Group, TU Delft, The Netherlands Title: Domain decomposition for neural networks Abstract: -> Download Slides Scientific machine learning (SciML) is a rapidly evolving research field that combines techniques from scientific computing and machine … Continue reading
SC Seminar: Guillermo Suárez
Guillermo Suárez, Chair for Scientific Computing (SciComp), University of Kaiserslautern-Landau (RPTU) Title: Reinforcement Learning Discovers Efficient Strategies for Active Flow Control Abstract: We explore the use of reinforcement learning to develop effective strategies for active flow control in unsteady fluid … Continue reading
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: Gonçalo Daniel Esteves Marques
Gonçalo Daniel Esteves Marques, RPTU Title: Trust Region Bayesian Optimization for Global Optimization Abstract: Optimizing complex and computationally expensive systems is a significant challenge in science and engineering, particularly when the problem’s structure is unknown or impossible to simulate. This … Continue reading
SC Seminar: Svenja Nerzak
Svenja Nerzak, RWTH Aachen University Co-Authors: K. Niemietz, M. Vivenzo, L. Berger, T. Lehmann, M. Gauding, H. Pitsch Title: Numerical Analysis of Thermodiffusive Instabilities in Hydrogen Flames with LES in a Jet Burner Application Abstract: The high energy and heat … Continue reading
SC Seminar: Gururaj Bhat
Gururaj Bhat, RPTU Title: Electricity market nodeling Abstract: Electricity is a unique and indispensable commodity that underpins nearly every aspect of modern life. Electricity prices are affected by numerous factors like fuel sources for power generation, infrastructure of the electricity … Continue reading
SC Seminar: Lisa Kusch
Prof. Lisa Kusch, TU Eindhoven, The Netherlands Title: Design of optical systems: Extending inverse design strategies for imaging and using neural networks for the design of optical surfaces. Abstract: Optical systems are designed for various purposes: In non-imaging systems (e.g. … Continue reading
SciComp Workshop
The goal of the workshop is to give an overview of recent research activities at SciComp. In addition, collaborators from Fraunhofer ITWM, DFKI, MTU Aero Engines and TU Eindhoven will give invited presentations for scientific exchange. Finally, we will brainstorm … Continue reading
SC Seminar: Lea Fischer
Lea Fischer, University of Göttingen Title: Proximal Block Implicit-Explicit Algorithm for Near-field Ptychography Abstract: The talk explores the application of the Proximal Heterogeneous Block Input-Output Method (PHeBIE) algorithm to the blind near-field ptychography problem. The structure of the near-field ptychography … Continue reading
SC Seminar: Marcella Bonazzoli
Dr. Marcella Bonazzoli, Inria Saclay Centre at Institut Polytechnique de Paris (Palaiseau, France) Title: One-shot and domain decomposition methods for inverse problems Abstract: When an inverse problem is solved by a gradient-based optimization algorithm, the corresponding forward and adjoint problems, … Continue reading