Oliver Weeger

21 papers Journal 21
YearRankTypeTitle / Venue / Authors
2026 J jnl
Automated discovery of effective material models for nonhomogeneous hyperelastic materials.
Eng. Comput.
Mohammad Shojaee, Seyed Mehdi Rezaei, Oliver Weeger
2025 J jnl
Machine Learning with Physics Knowledge for Prediction: A Survey.
Trans. Mach. Learn. Res.
Joe Watson, Chen Song, Oliver Weeger, Theo Gruner, An Thai Le, Kay Hansel, Ahmed Hendawy, Oleg Arenz, Will Trojak, Miles D. Cranmer, Carlo D'Eramo, Fabian Bülow, Tanmay Goyal, Jan Peters, Martin W. Hoffmann
2025 J jnl
Physics-based Machine Learning for Computational Fracture Mechanics.
CoRR
Fadi Aldakheel, Elsayed S. Elsayed, Yousef Heider, Oliver Weeger
2025 J jnl
Stable Port-Hamiltonian Neural Networks.
CoRR
Fabian J. Roth, Dominik K. Klein, Maximilian Kannapinn, Jan Peters, Oliver Weeger
2024 J jnl
Digital twin inference from multi-physical simulation data of DED additive manufacturing processes with neural ODEs.
CoRR
Maximilian Kannapinn, Fabian J. Roth, Oliver Weeger
2024 J jnl
Machine Learning with Physics Knowledge for Prediction: A Survey.
CoRR
Joe Watson, Chen Song, Oliver Weeger, Theo Gruner, An T. Le, Kay Hansel, Ahmed Hendawy, Oleg Arenz, Will Trojak, Miles D. Cranmer, Carlo D'Eramo, Fabian Bülow, Tanmay Goyal, Jan Peters, Martin W. Hoffmann
2024 J jnl
Multiscale modeling of functionally graded shell lattice metamaterials for additive manufacturing.
Eng. Comput.
Mohammad Shojaee, Iman Valizadeh, Dominik K. Klein, P. Sharifi, Oliver Weeger
2024 J jnl
Multiscale topology optimization of functionally graded lattice structures based on physics-augmented neural network material models.
CoRR
Jonathan Stollberg, Tarun Gangwar, Oliver Weeger, Dominik Schillinger
2024 J jnl
Nonlinear electro-elastic finite element analysis with neural network constitutive models.
CoRR
Dominik K. Klein, Rogelio Ortigosa, Jesús Martínez-Frutos, Oliver Weeger
2024 J jnl
Physics-augmented neural networks for constitutive modeling of hyperelastic geometrically exact beams.
CoRR
Jasper O. Schommartz, Dominik K. Klein, Juan C. Alzate Cobo, Oliver Weeger
2024 J jnl
TwinLab: a framework for data-efficient training of non-intrusive reduced-order models for digital twins.
CoRR
Maximilian Kannapinn, Michael Schäfer, Oliver Weeger
2023 J jnl
A robust finite strain isogeometric solid-beam element.
CoRR
Abdullah Shafqat, Oliver Weeger, Bai-Xiang Xu
2023 J jnl
Advanced discretization techniques for hyperelastic physics-augmented neural networks.
CoRR
Marlon Franke, Dominik K. Klein, Oliver Weeger, Peter Betsch
2023 J jnl
Neural networks meet hyperelasticity: A guide to enforcing physics.
CoRR
Lennart Linden, Dominik K. Klein, Karl A. Kalina, Jörg Brummund, Oliver Weeger, Markus Kästner
2023 J jnl
Parametrised polyconvex hyperelasticity with physics-augmented neural networks.
CoRR
Dominik K. Klein, Fabian J. Roth, Iman Valizadeh, Oliver Weeger
2022 J jnl
Finite electro-elasticity with physics-augmented neural networks.
CoRR
Dominik K. Klein, Rogelio Ortigosa, Jesús Martínez-Frutos, Oliver Weeger
2022 J jnl
Heat conduction combined grid-based optimization method for reconfigurable pavement sweeping robot path planning.
Robotics Auton. Syst.
Huy Do, Anh Vu Le, Lim Yi, Joel Chan Cheng Hoong, Minh Tran, Van Duc Phan, Minh Bui Vu, Oliver Weeger, Rajesh Elara Mohan
2022 J jnl
How to Build the Optimal Magnet Assembly for Magnetocaloric Cooling: Structural Optimization with Isogeometric Analysis.
CoRR
Michael Wiesheu, Melina Merkel, Tim Sittig, Dimitri Benke, Max Fries, Sebastian Schöps, Oliver Weeger, Idoia Cortes Garcia
2021 J jnl
KnitKit: a flexible system for machine knitting of customizable textiles.
ACM Trans. Graph.
Georges Nader, Yu Han Quek, Pei Zhi Chia, Oliver Weeger, Sai-Kit Yeung
2021 J jnl
Path Planning for Reconfigurable hTetro Robot Combining Heat Conduction-Based and Discrete Optimization.
IEEE Access
Huy Do, Anh Vu Le, Oliver Weeger, Rajesh Elara Mohan, Yujie Guo, Tan N. Nguyen, Minh Bui Vu, Van Duc Phan
2021 J jnl
Polyconvex anisotropic hyperelasticity with neural networks.
CoRR
Dominik K. Klein, Mauricio Fernández, Robert J. Martin, Patrizio Neff, Oliver Weeger