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A scientific benchmark for elasto-plastic constitutive modeling - Part I: micro- and macroscopic experimental data set and benchmark problem2026 International Journal of Material Forming article Engineering Metal Forming Simulation Techniques Open access
Lorenz MAIER, Erik Walz, M. Hofmann, Joana Rebelo-Kornmeier, Rongfei Juan, Junhe Lian, +3 more
2citations -
Model compendium, data, and optimization benchmarks for sector-coupled energy systems2020 Computers & Chemical Engineering article Engineering Integrated Energy Systems Optimization Open access
Susanne Saß, Timm Faulwasser, Dinah Elena Hollermann, Chrysoula Dimitra Kappatou, Dominique Sauer, David Yang Shu, +5 more
38citations -
A non‐uniform rational B‐splines enhanced finite element formulation based on the scaled boundary parameterization for the analysis of heterogeneous solids9citations
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EXCELLERATP2 D3.2 First Updated Report on Exa-Enabling Methodologies2026 Zenodo (CERN European Organization for Nuclear Research) article Engineering Computational Fluid Dynamics and Aerodynamics Open access
Ansgar Niemöller, Matthias H. Meinke, Joeffrey Legaux, Mohamed Ibrahim Ghenai, Michael Wagner, Tufan Arslan, +12 more
0citations -
LLM-driven design of physics-constrained constitutive models: Two agents are better than one2026 Machine learning for computational science and engineering article Engineering Elasticity and Material Modeling Open access
M. Tacke, M. Busch, Kian P. Abdolazizi, Jonas Eichinger, Kevin Linka, Roland Can Aydin, +1 more
0citations -
veriSIMPLER: An Automated Formal Verification Methodology for SIMPLER MAGIC Design Style Based In-Memory Computing2024 IEEE Transactions on Circuits and Systems I Regular Papers article Engineering Advanced Memory and Neural Computing
Chandan Kumar Jha, Khushboo Qayyum, Kemal Çağlar Coşkun, Simranjeet Singh, Muhammad Hassan, Rainer Leupers, +2 more
7citations -
Constructive community race: full-density spiking neural network model drives neuromorphic computing2026 Neuromorphic Computing and Engineering article Engineering Advanced Memory and Neural Computing Open access
Johanna Senk, Anno Christopher Kurth, Steve B. Furber, Tobias Gemmeke, Bruno Golosio, Arne Heittmann, +13 more
5citations -
LLMs as designers of physics-constrained neural networks for constitutive modeling: a demonstration on hyperelastic solids2026 Machine learning for computational science and engineering article Engineering Elasticity and Material Modeling Open access
M. Tacke, M. Busch, Kian P. Abdolazizi, Jonas Eichinger, Kevin Linka, Christian Johannes Cyron, +1 more
0citations