Luise Kärger - RankMe

13 papers A* 1Journal 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Context-aware Learned Mesh-based Simulation via Trajectory-Level Meta-Learning. Trans. Mach. Learn. Res. Philipp Dahlinger, Niklas Freymuth, Tai Hoang, Tobias Würth, Michael Volpp, Luise Kärger, Gerhard Neumann
2025	J	`jnl`	AMBER: Adaptive Mesh Generation by Iterative Mesh Resolution Prediction. CoRR Niklas Freymuth, Tobias Würth, Nicolas Schreiber, Balázs Gyenes, Andreas Boltres, Johannes Mitsch, Aleksandar Taranovic, Tai Hoang, Philipp Dahlinger, Philipp Becker, Luise Kärger, Gerhard Neumann
2025	J	`jnl`	Context-aware Learned Mesh-based Simulation via Trajectory-Level Meta-Learning. CoRR Philipp Dahlinger, Niklas Freymuth, Tai Hoang, Tobias Würth, Michael Volpp, Luise Kärger, Gerhard Neumann
2025	J	`jnl`	Diffusion-Based Hierarchical Graph Neural Networks for Simulating Nonlinear Solid Mechanics. CoRR Tobias Würth, Niklas Freymuth, Gerhard Neumann, Luise Kärger
2024	J	`jnl`	Adaptive Swarm Mesh Refinement using Deep Reinforcement Learning with Local Rewards. CoRR Niklas Freymuth, Philipp Dahlinger, Tobias Würth, Simon Reisch, Luise Kärger, Gerhard Neumann
2024	J	`jnl`	Iterative Sizing Field Prediction for Adaptive Mesh Generation From Expert Demonstrations. CoRR Niklas Freymuth, Philipp Dahlinger, Tobias Würth, Philipp Becker, Aleksandar Taranovic, Onno Grönheim, Luise Kärger, Gerhard Neumann
2024	J	`jnl`	Physics-informed MeshGraphNets (PI-MGNs): Neural finite element solvers for non-stationary and nonlinear simulations on arbitrary meshes. CoRR Tobias Würth, Niklas Freymuth, Clemens Zimmerling, Gerhard Neumann, Luise Kärger
2024	J	`jnl`	Reliable Uncertainty Quantification for Fiber Orientation in Composite Molding Processes using Multilevel Polynomial Surrogates. CoRR Stjepan Salatovic, Sebastian Krumscheid, Florian Wittemann, Luise Kärger
2024	J	`jnl`	pyGCodeDecode: A Python package for time-accurate GCode simulation in material extrusion processes. J. Open Source Softw. Jonathan Knirsch, Felix Frölich, Lukas Hof, Florian Wittemann, Luise Kärger
2023	J	`jnl`	Swarm Reinforcement Learning For Adaptive Mesh Refinement. CoRR Niklas Freymuth, Philipp Dahlinger, Tobias Würth, Luise Kärger, Gerhard Neumann
2023	A*	`conf`	Swarm Reinforcement Learning for Adaptive Mesh Refinement. NeurIPS Niklas Freymuth, Philipp Dahlinger, Tobias Würth, Simon Reisch, Luise Kärger, Gerhard Neumann
2022	J	`jnl`	A probabilistic virtual process chain to quantify process-induced uncertainties in Sheet Molding Compounds. CoRR Nils Meyer, Sebastian Gajek, Johannes Görthofer, Andrew N. Hrymak, Luise Kärger, Frank Henning, Matti Schneider, Thomas Böhlke
2022	J	`jnl`	Non-isothermal direct bundle simulation of SMC compression molding with a non-Newtonian compressible matrix. CoRR Nils Meyer, Sergej Ilinzeer, Andrew N. Hrymak, Frank Henning, Luise Kärger