Maximilian Gelbrecht
- Stabilized Neural Differential Equations for Learning Dynamics with Explicit Constraints
2023/06/16 by Alistair White, White, Alistair, Niki Kilbertus +5 · 5 citations
Computer Science · Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications
- Basin stability and limit cycles in a conceptual model for climate\n tipping cascades
2020/09/14 by Nico Wunderling, Maximilian Gelbrecht, Wunderling, Nico +7 · 2 citations
Environmental Science · #Animal Ecology and Behavior Studies #Atmospheric and Oceanic Physics (physics.ao-ph) #Computational Physics (physics.comp-ph) #Ecosystem dynamics and resilience #FOS: Physical sciences #Geophysics (physics.geo-ph) #Sustainability and Ecological Systems Analysis
- Projected Neural Differential Equations for Learning Constrained Dynamics
2024/10/31 by Alistair White, White, Alistair, Anna Büttner +11 · 1 citation
Computer Science · Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications