Hess, Florian

1. Out-of-Domain Generalization in Dynamical Systems Reconstruction
   2024/02/28 by Niclas Göring, Göring, Niclas, Florian Hess +7 · 1 voice · 9 citations
   Computer Science · Mathematics · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Chaotic Dynamics (nlin.CD) #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #cs.AI #cs.LG #math.DS #nlin.CD
2. Tractable Dendritic RNNs for Reconstructing Nonlinear Dynamical Systems
   2022/07/06 by Manuel Brenner, Brenner, Manuel, Florian Heß +11 · 5 citations
   Computer Science · Physics and Astronomy · #Chaotic Dynamics (nlin.CD) #Computational Physics (physics.comp-ph) #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications
3. Integrating Multimodal Data for Joint Generative Modeling of Complex Dynamics
   2022/12/15 by Brenner, Manuel, Hess, Florian, Koppe, Georgia +1 · 2 citations
   #Chaotic Dynamics (nlin.CD) #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG)
4. Optimal Recurrent Network Topologies for Dynamical Systems Reconstruction
   2024/06/07 by Christoph Jürgen Hemmer, Manuel Brenner, Hemmer, Christoph Jürgen +5 · 1 citation
   Neuroscience · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Chaotic Dynamics (nlin.CD) #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Neural dynamics and brain function #Quantum chaos and dynamical systems #stochastic dynamics and bifurcation