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Large physics models: towards a collaborative approach with large language models and foundation models2025 The European Physical Journal C article Computer Science Artificial Intelligence Applications Open access
Kristian González Barman, S. Caron, Emily Sullivan, Henk W. de Regt, Roberto Ruiz de Austri, Mieke Boon, +16 more
41citations -
Histogram via entropy reduction (HER): an information-theoretic alternative for geostatistics2020 Hydrology and earth system sciences article Environmental Science Soil Geostatistics and Mapping Open access
Stephanie Thiesen, Diego M. Vieira, Mirko Mälicke, Ralf Loritz, Florian Wellmann, Uwe Ehret
17citations -
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
2citations -
A unified multi-perspective quadratic manifold for mitigating the Kolmogorov barrier in multiphysics damage2026 Journal of the Mechanics and Physics of Solids article Engineering Numerical methods in engineering Open access
Qinghua Zhang, Stephan Ritzert, Jian Zhang, Jannick Kehls, Stefanie Reese, Tim Brepols
1citations -
Large Physics Models: Towards a collaborative approach with Large Language Models and Foundation Models2025 Archive ouverte UNIGE (University of Geneva) article Computer Science Artificial Intelligence Applications Open access
Kristian González Barman, S. Caron, Emily Sullivan, Henk W. de Regt, Roberto Ruiz de Austri, Mieke Boon, +15 more
1citations -
LLM Evaluation in Practice: A Review of Metrics, Practitioner Insights, and Lessons Learned2026 Language Resources and Evaluation Conference (LREC) conference-paper Computer Science Topic Modeling Open access
Roos M. Bakker, Marianne Schaaphok, Julia García‐Fernández, Tom Brand, Jens van der Weide, Stephan Raaijmakers
0citations -
Introducing ImageGrains 2.0 for improved grain size and shape measurements in 2D and 3D data from images of sediment2026 EGU General Assembly Conference Abstracts conference-abstract Earth and Planetary Sciences Geological formations and processes Open access
David Mair, Guillaume Witz, Ariel Do Prado, Philippos Garefalakis, Amanda Wild, Fanny Ville, +9 more
0citations