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A Unified Multi-Perspective Quadratic Manifold for Mitigating the Kolmogorov Barrier in Multiphysics Damage2025 SSRN Electronic Journal preprint Physics and Astronomy Model Reduction and Neural Networks Open access
Qinghua Zhang, Stephan Ritzert, Jannick Kehls, Stefanie Reese, Tim Brepols
0citations -
Transfer Learning of Surrogate Models via Domain Affine Transformation Across Synthetic and Real-World Benchmarks2025 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Shuaiqun Pan, Diederick Vermetten, Manuel López‐Ibáñez, Thomas Bäck, Hao Wang
2citations -
Computing f-Divergences and Distances of High-Dimensional Probability Density Functions -- Low-Rank Tensor Approximations2021 arXiv (Cornell University) preprint Mathematics Tensor decomposition and applications Open access
Alexander Litvinenko, Youssef Marzouk, Hermann Georg Matthies, Marco Scavino, Alessio Spantini
0citations -
A Hybrid Approach for Solving the Gravitational N-Body Problem with Artificial Neural Networks2023 SSRN Electronic Journal preprint Physics and Astronomy Model Reduction and Neural Networks Open access
Veronica Saz Ulibarrena, Philipp Horn, Simon Portegies Zwart, Elena Sellentin, Barry Koren, Maxwell Xu Cai
0citations -
gpuZoo: Cost-effective estimation of gene regulatory networks using the Graphics Processing Unit2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Gene Regulatory Network Analysis Open access
Marouen Ben Guebila, Daniel C. Morgan, Kimberly Glass, Marieke L. Kuijjer, Dawn Lisa DeMeo, John Quackenbush
2citations -
Uncertainty Quantification in the Henry Problem Using the Multilevel Monte Carlo Method2023 SSRN Electronic Journal preprint Decision Sciences Probabilistic and Robust Engineering Design Open access
Alexander Litvinenko, Dmitry Logashenko, Raul F. Tempone, Ekaterina Vasilyeva, Gabriel Wittum
1citations -
Enhancing Feasibility of Cost-Optimal Energy Systems in Surrogate-Assisted Design Optimization2026 SSRN Electronic Journal preprint Engineering Integrated Energy Systems Optimization Open access
Boyung Jürgens, Konrad Reents, Nils Baumeister, Hagen Seele, Hendrik Schricker, Niklas V. von der Assen
0citations