W2963755523

• NeuralPDR: neural differential equations as surrogate models for photodissociation regions

  2025 Machine Learning Science and Technology article Physics and Astronomy Model Reduction and Neural Networks Open access

  3

  citations
• Task-optimal data-driven surrogate models for eNMPC via differentiable simulation and optimization

  2025 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access

  0

  citations
• Exact Inference for Continuous-Time Gaussian Process Dynamics

  2024 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Gaussian Processes and Bayesian Inference Open access

  2

  citations
• Signal Processing on Simplicial Complexes

  2022 Understanding complex systems book-chapter Computer Science Topological and Geometric Data Analysis

  21

  citations
• Mean-field and kinetic descriptions of neural differential equations

  2022 Foundations of Data Science article Computer Science Neural Networks and Applications Open access

  9

  citations
• Continuous limits of residual neural networks in case of large input data

  2022 Communications in Applied and Industrial Mathematics article Computer Science Neural Networks and Applications Open access

  2

  citations
• Online data assimilation of a hybrid flow stress model by particle filtering

  2021 CIRP Annals article Engineering Metallurgy and Material Forming

  4

  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

  0

  citations
• Spectral methods to study the robustness of residual neural networks with infinite layers

  2020 Foundations of Data Science article Physics and Astronomy Model Reduction and Neural Networks Open access

  4

  citations

9 results