Papers matching “extrapolation capability” 28
Not finding it? Sign in to also search OpenAlex live.
-
Physics-Informed Data-Driven Models for Predicting Time- and Temperature-Dependent Viscoelastic Material Behaviors of Optical Glasses2021 SSRN Electronic Journal preprint Materials Science Machine Learning in Materials Science Open access
Anh Tuan Vu, Shrey Gulati, Paul-Alexander Vogel, Tim Grunwald, Thomas Bergs
4citations -
On the generalization ability of probabilistic neural networks for hyperspectral remote sensing of absorption properties across optically complex waters2025 Remote Sensing of Environment article Engineering Remote-Sensing Image Classification Open access
Mortimer Werther, Olivier Burggraaff, Daniela Gurlin, Arun M. Saranathan, Sundarabalan V. Balasubramanian, Claudia Giardino, +10 more
11citations -
Expressivity of parameterized and data-driven representations in quality diversity search2021 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access
Alexander Hagg, Sebastian Berns, Alexander Asteroth, Simon Colton, Thomas Bäck
13citations -
Influence of adversarial training on super-resolution turbulence reconstruction2023 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access
Ludovico Nista, Christoph Schumann, Mathis Bode, Temistocle Grenga, Jonathan F. MacArt, Antonio Attili, +1 more
0citations -
Using physics-informed enhanced super-resolution generative adversarial networks for subfilter modeling in turbulent reactive flows2021 Proceedings of the Combustion Institute article Physics and Astronomy Model Reduction and Neural Networks Open access
Mathis Bode, Michael Gauding, Zeyu Lian, Dominik Denker, Marco Davidovic, Konstantin Kleinheinz, +2 more
150citations -
Nucleon elastic form factors at accessible large spacelike momenta2020 Physical review. D/Physical review. D. article Physics and Astronomy Quantum Chromodynamics and Particle Interactions Open access
Zhu-Fang Cui, Chen Chen, Daniele Binosi, Feliciano De Soto, Craig D. Roberts, José Rodríguez-Quintero, +2 more
42citations -
First constraints on the AGN X-ray luminosity function atz~ 6 from an eROSITA-detected quasar2021 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Johannes Büchner, Vanessa A. Moss, Antonis E. Georgakakis, Matthew T. Whiting
42citations -
Forecasting induced seismicity in enhanced geothermal systems using machine learning: challenges and opportunities2025 Geophysical Journal International article Energy Geothermal Energy Systems and Applications Open access
Sadegh Karimpouli, Grzegorz Kwiatek, Patricia Martínez‐Garzón, Danu Caus, Lei Wang, Georg Dresen, +1 more
13citations -
Estimation of the local instantaneous heat flux inside a pulsating heat pipe for space applications2023 Journal of Physics Conference Series conference-paper Engineering Heat Transfer and Boiling Studies Open access
Luca Cattani, Luca Pagliarini, Fabio Bozzoli, Mauro Mameli, Sauro Filippeschi, Marco Marengo, +3 more
4citations -
Fast Computation of Hydrodynamic Pressure in Lubricated Contacts: Which Lp Loss is Most Suitable for Physics-Informed Neural Networks Solving the Reynolds Equation?2024 International Journal of Fluid Power article Physics and Astronomy Model Reduction and Neural Networks Open access
Faras Brumand‐Poor, Nils Plückhahn, Niklas Bauer, Katharina Schmitz
2citations -
Comparison of aquatic system models using outdoor mesocosm data for ecological risk assessment, part I: methodology2025 Integrated Environmental Assessment and Management article Environmental Science Environmental Toxicology and Ecotoxicology Open access
Chiara Accolla, Amélie Schmolke, Nika Galić, Steven M. Bartell, Daniel E. Dawson, Klaus Peter Ebke, +10 more
1citations -
Deconstructing deep imbalanced regression: a comprehensive review and experimental evaluation2026 Artificial Intelligence Review article Computer Science Imbalanced Data Classification Techniques Open access
Noah Christoph Pütz, Jens Uwe Brandt, Marc Hilbert, Elena Raponi, Thomas Bäck, Thomas Bartz–Beielstein
1citations