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• Data-Driven Forecasting of High-Dimensional Chaotic Systems with Long Short-Term Memory Networks
  2018 · 538 citations
• Deep-Reinforcement-Learning for Gliding and Perching Bodies
  2018 · 3 citations
• Learning from Predictions: Fusing Training and Autoregressive Inference for Long-Term Spatiotemporal Forecasts
  2023 · 1 citations
• Data-Driven Discovery of Interpretable Kalman Filter Variants through Large Language Models and Genetic Programming
  2025
• Energy Matching: Unifying Flow Matching and Energy-Based Models for Generative Modeling
  2025
• Data-driven prediction and origin identification of epidemics in population networks
  2017
• Learning Efficient Navigation in Vortical Flow Fields
  2021
• Learning Efficient Navigation in Vortical Flow Fields
  2021
• Learning swimming escape patterns for larval fish under energy constraints
  2021
• Scientific multi-agent reinforcement learning for wall-models of turbulent flows
  2021