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Papers matching “nonlinear transformation” 13

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Trainable embedding quantum physics informed neural networks for solving nonlinear PDEs
2025 Scientific Reports article Computer Science Quantum Computing Algorithms and Architecture Open access

Norbert Hosters, Matthias Möller

13

citations
Stability of Traveling Waves for Systems of Reaction-Diffusion Equations with Multiplicative Noise
2020 SIAM Journal on Mathematical Analysis article Computer Science Nonlinear Dynamics and Pattern Formation Open access

Christian Hamster, Hermen Jan Hupkes

15

citations
Decomposing neural networks as mappings of correlation functions
2022 Physical Review Research article Computer Science Neural Networks and Applications Open access

Kirsten Fischer, Alexandre René, Christian Keup, Moritz Layer, David Dahmen, Moritz Helias

12

citations
Transfer Learning of Surrogate Models: Integrating Domain Warping and Affine Transformations
2025 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Shuaiqun Pan, Diederick Vermetten, Manuel López‐Ibáñez, Thomas Bäck, Hao Wang

3

citations
Transfer Learning of Surrogate Models: Integrating Domain Warping and Affine Transformations
2025 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Shuaiqun Pan, Diederick Vermetten, Manuel López‐Ibáñez, Thomas Bäck, Hao Wang

0

citations
Pipeline for Interpretable Survival Analysis (PISA) providing multiple complexity accuracy trade-off models
2026 Communications Medicine article Computer Science Machine Learning in Healthcare Open access

Thalea Schlender, Catharina J. A. Romme, Yvette M. van der Linden, Luc R.C.W. van Lonkhuijzen, Peter A. N. Bosman, Tanja Alderliesten

1

citations
Geomstats: A Python Package for Riemannian Geometry in Machine Learning
2020 arXiv (Cornell University) software-paper Computer Science Topological and Geometric Data Analysis Open access

Nina Miolane, Johan Mathe, Benjamin Hou, Nicolas Guigui, Yann Thanwerdas, Stefan Heyder, +12 more

95

citations
Continuous Variables Quantum Algorithm for Solving Ordinary Differential Equations
2023 IEEE International Conference on Quantum Computing and Engineering (QCE) conference-paper Computer Science Quantum Computing Algorithms and Architecture Open access

Alice Barthe, Michele Grossi, Vedran Dunjko

4

citations
Dual phase‐field model for immiscible fluid flow through fractured unsaturated porous media
2024 PAMM article Computer Science Advanced Mathematical Modeling in Engineering Open access

Yousef Heider, Bernd A. Markert

3

citations
Unfolding recurrence by Green's functions for optimized reservoir computing
2020 arXiv (Cornell University) preprint Computer Science Neural Networks and Reservoir Computing Open access

Sandra Nestler, Christian Keup, David Dahmen, Matthieu Gilson, Holger Rauhut, Moritz Helias

0

citations
A Mean-Field Theory of Transformers: Well-Posedness of the Coupled Data--Parameter Dynamics and Global Convergence of Training
2026 arXiv (Cornell University) preprint Computer Science Stochastic Gradient Optimization Techniques Open access

Michael Herty, Hailiang Liu

0

citations
Adversarial Robustness of Time-Series Classification for Crystal Collimator Alignment
2026 CERN Document Server (European Organization for Nuclear Research) article Computer Science Adversarial Robustness in Machine Learning Open access

Xaver Fink, Borja Fernández Adiego, Daniele Mirarchi, Eloise Matheson, Álvaro García González, Gianmarco Ricci, +1 more

0

citations
Adversarial Robustness of Time-Series Classification for Crystal Collimator Alignment
2026 arXiv (Cornell University) preprint Computer Science Adversarial Robustness in Machine Learning Open access

Xaver Fink, Borja Fernández Adiego, Daniele Mirarchi, Eloise Matheson, Álvaro García González, Gianmarco Ricci, +1 more

0

citations

13 results