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Papers matching “nonlinear models” 80

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Predicting patient response with models trained on cell lines and patient-derived xenografts by nonlinear transfer learning
2021 Proceedings of the National Academy of Sciences article Computer Science Computational Drug Discovery Methods Open access

Soufiane M. C. Mourragui, Marco Loog, Daniël J. Vis, Kat S Moore, Anna G. Manjón, Mark A. van de Wiel, +2 more

42

citations
Different scaling of linear models and deep learning in UKBiobank brain images versus machine-learning datasets
2020 Nature Communications article Computer Science Machine Learning in Healthcare Open access

Marc-André Schulz, B.T. Thomas Yeo, Joshua T Vogelstein, Janaina Mourao-Miranada, Jakob Nikolas Kather, Konrad Paul Kording, +2 more

312

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
Constructing far-from-equilibrium patterns in a cross-diffusion vegetation-autotoxicity model
2026 arXiv (Cornell University) preprint Computer Science Nonlinear Dynamics and Pattern Formation Open access

Annalisa Iuorio, Cinzia Soresina, Frits Veerman

0

citations
On the Spatiotemporal Pattern Formation in Nonlinear Coupled Reaction–Diffusion Systems
2023 Axioms article Computer Science Nonlinear Dynamics and Pattern Formation Open access

Satyvir Singh, Ahmed Hussein Msmali

5

citations
Bayesian Optimization of Partially Known Systems using Hybrid Models
2026 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Eike Cramer, Luis Kutschat, Oliver Stollenwerk, Joel A. Paulson, Alexander Mitsos

0

citations
Model-based reinforcement learning for hydraulic systems: a PILCO-based control strategy for controlling an inverted hydraulic pendulum
2025 International Journal of Dynamics and Control article Computer Science Reinforcement Learning in Robotics Open access

Faras Brumand‐Poor, Paul Wagemann, Timm Geibel, Katharina Schmitz

4

citations
Temporal Logic Control of Nonlinear Stochastic Systems with Online Performance Optimization
2026 arXiv (Cornell University) preprint Computer Science Formal Methods in Verification Open access

Alessandro Riccardi, Thom Badings, Luca Laurenti, Alessandro Abate, Bart De Schutter

0

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
Nonlinear Isometric Manifold Learning for Injective Normalizing Flows
2022 arXiv (Cornell University) preprint Computer Science Gaussian Processes and Bayesian Inference Open access

Eike Cramer, Alexander Mitsos, Raul F. Tempone, Manuel Dahmen

2

citations
Using GPUs And LLMs Can Be Satisfying for Nonlinear Real Arithmetic Problems
2026 arXiv (Cornell University) preprint Computer Science Formal Methods in Verification Open access

Christopher Brix, Julia Walczak, Nils Lommen, Thomas Noll

0

citations
Using GPUs And LLMs Can Be Satisfying for Nonlinear Real Arithmetic Problems
2026 arXiv (Cornell University) preprint Computer Science Formal Methods in Verification Open access

Christopher Brix, Julia Walczak, Nils Lommen, Thomas Noll

0

citations
Using GPUs And LLMs Can Be Satisfying for Nonlinear Real Arithmetic Problems
2025 RWTH Publications (RWTH Aachen) conference-paper Computer Science Polynomial and algebraic computation Open access

Christopher Brix, Julia Walczak, Nils Lommen, Thomas Noll

0

citations
Curvature induced patterns: A geometric, analytical approach to understanding a mechanochemical model
2026 Physica D Nonlinear Phenomena article Computer Science Nonlinear Dynamics and Pattern Formation Open access

Daphne Nesenberend, Arjen Doelman, Frits Veerman

0

citations
Two-step and explosive synchronization in frequency-weighted Kuramoto model
2024 Physica D Nonlinear Phenomena article Computer Science Nonlinear Dynamics and Pattern Formation Open access

Sara Ameli, Keivan Aghababaei Samani

6

citations
Gradient Information and Regularization for Gene Expression Programming to Develop Data-Driven Physics Closure Models
2024 Flow Turbulence and Combustion article Computer Science Evolutionary Algorithms and Applications Open access

Fabian Waschkowski, Haochen Li, Abhishek J. Deshmukh, Temistocle Grenga, Yaomin Zhao, Heinz G. Pitsch, +2 more

3

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
Curvature Induced Patterns: A Geometric, Analytical Approach to Understanding a Mechanochemical Model
2025 SSRN Electronic Journal preprint Computer Science Nonlinear Dynamics and Pattern Formation Open access

Daphne Nesenberend, Frits Veerman, Arjen Doelman

0

citations
Two-community noisy Kuramoto model with general interaction strengths. II
2021 Chaos An Interdisciplinary Journal of Nonlinear Science article Computer Science Nonlinear Dynamics and Pattern Formation Open access

5

citations
Two-community noisy Kuramoto model with general interaction strengths. I
2021 Chaos An Interdisciplinary Journal of Nonlinear Science article Computer Science Nonlinear Dynamics and Pattern Formation Open access

Stefan Achterhof, Janusz M Meylahn

3

citations
Phase locking and multistability in the topological Kuramoto model on cell complexes
2026 Nature Communications article Computer Science Nonlinear Dynamics and Pattern Formation Open access

Iva Bačić, Michael T. Schaub, Jürgen Kurths, Dirk Witthaut

0

citations
Gradient Information and Regularization for Gene Expression Programming to Develop Data-Driven Physics Closure Models
2022 arXiv (Cornell University) preprint Computer Science Evolutionary Algorithms and Applications Open access

Fabian Waschkowski, Haochen Li, Abhishek J. Deshmukh, Temistocle Grenga, Yaomin Zhao, Heinz G. Pitsch, +2 more

4

citations
Two-Community Noisy Kuramoto Model Suggests Mechanism for Splitting in the Suprachiasmatic Nucleus
2020 Journal of Biological Rhythms article Computer Science Nonlinear Dynamics and Pattern Formation Open access

Jos H. T. Rohling, Janusz M Meylahn

16

citations
Two-community noisy Kuramoto model
2020 Nonlinearity article Computer Science Nonlinear Dynamics and Pattern Formation Open access

Janusz M Meylahn

13

citations