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chaotic system

6 papers

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dynamical system (3) energy-conserving descent (1) non-convex loss (1) variational data assimilation (1) inverse operator (1) forecast quality (1) model-based forecasting (1) neurochaos learning (1) ergodicity (1) von neumann mean ergodic theorem (1)

Papers

Chaos Meets Attention: Transformers for Large-Scale Dynamical Prediction ICML 2025 Zero-shot forecasting of chaotic systems ICLR 2025 User-defined Event Sampling and Uncertainty Quantification in Diffusion Models for Physical Dynamical Systems ICML 2023 Born-Infeld (BI) for AI: Energy-Conserving Descent (ECD) for Optimization ICML 2022 Causality Preserving Chaotic Transformation and Classification using Neurochaos Learning NeurIPS 2022 Variational Data Assimilation with a Learned Inverse Observation Operator ICML 2021