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 →

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 →

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 →

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 →

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 →

Abel Philip, RPTU University Kaiserslautern-Landau Title: A DNN Approach for Multi-Trajectory Prediction for Autonomous Driving Abstract: For safe autonomous driving, accurate trajectory prediction is of utmost importance. But factors like changing road geometry and traffic conditions make this a challenging … Continue reading →

Dr. André Gustavo Carlon, Chair of Mathematics for Uncertainty Quantification, RWTH Aachen University Title: Bayesian optimal experimental design and its applications in engineering Abstract: Bayesian optimal experimental design (OED) seeks to optimize data acquisition by maximizing the expected information gain … Continue reading →

Joshua Kelly, University of Liverpool Title: On the implementation of the discrete adjoint method for the optimisation of multi-row turbomachines in a generic multiphysics context Abstract: Modern engineering design is often characterised by complex, multidisciplinary design problems. Such problems have … Continue reading →

Prof. Dr. Nijso Beishuizen, Department of Mechanical Engineering, Eindhoven University of Technology, and BOSCH Deventer Title: Combustion in SU2: Overview, work in progress and challenges ahead Abstract: Combustion in the heat and power industry is in a transition from using … Continue reading →

Prof. Dr. Jan Kieseler, Institute of Experimental Particle Physics (ETP), Karlsruhe Institute of Technology (KIT) Title: From Detector Signals to Physics with Machine Learning Abstract: Large-scale particle detectors at CERN’s Large Hadron Collider (LHC) and its upcoming high-luminosity upgrade (HL-LHC) … Continue reading →