Christoph Jürgen Hemmer

1. True Zero-Shot Inference of Dynamical Systems Preserving Long-Term Statistics
   2025/05/19 by Christoph Jürgen Hemmer, Hemmer, Christoph Jürgen, Daniel Durstewitz +1 · 1 voice · 7 citations
   Computer Science · Engineering · #Generative Adversarial Networks and Image Synthesis #Gaussian Processes and Bayesian Inference #Autonomous Vehicle Technology and Safety
2. Position: A Dynamical Systems Perspective is Needed to Advance Time Series Modeling
   2026/02/18 by Daniel Durstewitz, Christoph Jürgen Hemmer, Florian Hess +2 · 2 voices
   #cs.LG #cs.AI #math.DS
3. Almost-Linear RNNs Yield Highly Interpretable Symbolic Codes in Dynamical Systems Reconstruction
   2024/10/18 by Manuel Brenner, Brenner, Manuel, Christoph Jürgen Hemmer +5 · 1 voice · 1 citation
   Computer Science · Mathematics · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Chaotic Dynamics (nlin.CD) #Data Analysis #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Statistics and Probability (physics.data-an) #cs.AI #cs.LG #math.DS #nlin.CD #physics.data-an
4. A Minimal Interpretable Architecture for Zero-Shot Reconstruction of Dynamical Systems
   2026/07/16 by Christoph Jürgen Hemmer, Florian Plaswig, Daniel Durstewitz
   #cs.LG #cs.AI #math.DS #nlin.CD