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Predicting stress hotspots in crystal plasticity with Fourier neural operator surrogates2026 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access
Ajaikrishna Ramalingam, Niklas C. Fehlemann, Sebastian Münstermann
0citations -
Guest editorial: Electromagnetic modelling exploiting fields and circuits2022 COMPEL The International Journal for Computation and Mathematics in Electrical and Electronic Engineering editorial Engineering Electromagnetic Simulation and Numerical Methods Open access
Wojciech Pietrowski, Andrzej Demenko, Kay Hameyer, Maurizio Repetto
0citations -
Linear Approximations Provide Rigorous Conditions for Phase Locking in Oscillator Networks and Power Grids2026 arXiv (Cornell University) preprint Physics and Astronomy Nonlinear Dynamics and Pattern Formation Open access
Iva Bačić, Carsten Hartmann, Philipp Böttcher, David Gross, Andrea Benigni, Dirk Witthaut
1citations -
Euclid preparation - LXII. Simulations and non-linearities beyond Lambda cold dark matter. 1. Numerical methods and validation2024 MPG.PuRe (Max Planck Society) article Physics and Astronomy Cosmology and Gravitation Theories Open access
Euclid Collaboration, J. Adamek, B. Fiorini, M. Baldi, G. Brando, M.-A. Breton, +94 more
0citations -
Comparative FEM study on intervertebral disc modeling: Holzapfel-Gasser-Ogden vs. structural rebars2024 Frontiers in Bioengineering and Biotechnology article Medicine Spine and Intervertebral Disc Pathology Open access cited by 1 patent
Gabriel Gruber, Luis Fernando Nicolini, Marx Ribeiro, Tanja Lerchl, Hans‐Joachim Wilke, Héctor Enrique Jaramillo Suárez, +3 more
13citations -
A simultaneous approach for training neural differential-algebraic systems of equations2026 Computational Optimization and Applications article Physics and Astronomy Model Reduction and Neural Networks Open access
Laurens R. Lueg, Victor Manuel Cunha Alves, Daniel Schicksnus, John R. Kitchin, Carl D. Laird, Lorenz T. Biegler
11citations -
Systematic framework for deep learning-based predictive injection control with Bayesian hyperparameter optimization for a hydrogen/diesel dual-fuel engine2025 Control Engineering Practice article Engineering Advanced Control Systems Optimization Open access cited by 1 patent
Hossein Mehnatkesh, Alexander Winkler, Edward Sperling, Javad Kheyrollahi, Mahdi Shahbakhti, David C. Gordon, +1 more
17citations -
Deep Koopman with Control: Spectral Analysis of Soft Robot Dynamics2022 Annual Conference of the Society of Instrument and Control Engineers (SICE) conference-paper Physics and Astronomy Model Reduction and Neural Networks
Naoto Komeno, Brendan Michael, Katharina Kuchler, Edgar Anarossi, Takamitsu Matsubara
13citations -
Hybrid Quantum-Classical Corrective Diffusion Modeling for Meteorological Downscaling2026 arXiv (Cornell University) preprint Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access
Rui Wang, Edoardo Pasetto, Amer Delilbasic, Morris Riedel, Kristel Michielsen, Gabriele Cavallaro
0citations