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44 papers in the last four weeks, up 159% on the four weeks before. 0.4% of all new papers.

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  1. A Memory Efficient Unified Algorithm for Online Learning of Linear Dynamical Systems

    Jul 2, 2026Yuval Ran-Milo, Angelos Assos, Elad HazanDynamical SystemsOnline System Identification

    Tel Aviv University · Princeton University

  2. From Spectral Methods to Sample Complexity Bounds for Fourier Neural Operators

    Jul 1, 2026Nisha Chandramoorthy, Daniel Sanz-Alonso, Nathan WaniorekDynamical SystemsFourier Neural Operator

    University of Chicago

  3. Guaranteed Escape for a Bouncing Robot in Pipe Chains

    Jun 30, 2026Ahmad Kamaludeen, Somnath Kundu, Yeganeh BahooDynamical SystemsRobot Motion Planning

    Toronto Metropolitan University, Toronto, ON M5B 2K3, Canada

  4. Data-Driven Modeling and Control for Tethered Space Systems with Koopman-Informed Graphs

    Jun 29, 2026Ao Jin, Yifeng Ma, Panfeng Huang +1Dynamical SystemsKoopman Operator Learning

    Research Center for Intelligent Robotics, School of Astronautics, Northwestern Polytechnical University, Xi’an 710072, China · Department of Mechanical and Automation Engineering, The Chinese University Hong Kong, 999077, China

  5. Compositional Dynamics in Learning and Mechanics

    Jun 27, 2026David I. SpivakDynamical SystemsHamiltonian Dynamics

  6. Heterogeneous synaptic motifs bridge microscale structure and macroscale nonlinear dynamics

    Jun 26, 2026Meiyi Zhang, Jinjian Yu, Louis Tao +1Dynamical SystemsRecurrent Neural Networks

    Center for Quantitative Biology, Academy for Advanced Interdisciplinary Studies, Peking University, China · Center for Quantitative Biology, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, China · School of Physics, Peking University, China +7

  7. Symplectic Neural Networks for learning Generalized Hamiltonians

    Jun 25, 2026Harsh Choudhary, Vyacheslav Kungurtsev, Chandan Gupta +2Dynamical SystemsHamiltonian Neural Networks

    Computer Science Department, Indraprasth Institute of Information Technology, New Delhi, India 110020 · Athena Research and Innovation Center, Marousi, Greece 15125 · HSBC Holdings, Singapore

  8. Feedback-Coupled Memory Systems in Continuous Time

    Jun 24, 2026Stefano GrassiDynamical SystemsMulti-Agent Coordination

    Bangkok University, Phahonyothin Rd, Khlong Nueng, Khlong Luang District, Pathum Thani 12120, Thailand

  9. Implementation of reinforcement learning in chemical reaction networks: application to phototaxis as curiosity-driven exploration

    Jun 24, 2026Ruyi Tang, Grégoire Sergeant-Perthuis, David ColliauxDynamical SystemsReinforcement Learning

    LCQB-AG · 1CQSB, Sorbonne University, France · 2Sony CSL, France

  10. Dirac-Frenkel dynamics with inertia for nonlinearly parametrized solutions of evolution problems

    Jun 23, 2026Matteo Raviola, Benjamin PeherstorferDynamical SystemsNeural PDE Solvers

    Scientific Computing and Uncertainty Quantification - CADMOS Chair, EPFL · Courant Institute of Mathematical Sciences, New York University

  11. Swarm-Inspired Generation of Collective Behaviors in Graph Dynamical Systems

    Jun 23, 2026Ji Chen, Song Chen, Chengzhang Gong +2Dynamical SystemsGraph Representation Learning

    College of Control Science and Engineering, Zhejiang University, Hangzhou, 310000, Zhejiang, China. · Department of Mathematics, National University of Singapore, 10 Lower Kent Ridge Road, 119076, Singapore. · Huzhou Institute of Zhejiang University, Huzhou, 313000, Zhejiang, China. +3

  12. When Do Conservation Laws Survive Learned Representations? Certified Horizons for Latent World Models

    Jun 23, 2026Hongbo WangDynamical SystemsLatent World Models

    Department of Mathematics, Stony Brook University, Stony Brook, NY 11794, USA

  13. Topological Out-of-Domain Generalization in Dynamical Systems Reconstruction

    Jun 22, 2026Georg Trede, Charlotte Ricarda Doll, Elias Weber +1Dynamical SystemsZero-Shot Time Series Forecasting

    Dept. of Theoretical Neuroscience, Central Institute of Mental Health, Mannheim, Germany · Faculty of Physics and Astronomy, Heidelberg University, Germany · Interdisciplinary Center for Scientific Computing (IWR), Heidelberg University, Germany

  14. Attractor Domain Theory: A Mathematical Framework for Cardiovascular Attractor Analysis with Wearable Photoplethysmography (PPG) Validation

    Jun 20, 2026Timothy Oladunni, Farouk Ganiyu AdewumiDynamical SystemsPhotoplethysmography

    Department of Computer Science, Morgan State University, Baltimore, MD 21251, USA

  15. Soliton-like Waves in a Two-Dimensional Recurrent Spiking Neural Network with Weighted Spike-Timing-Dependent Plasticity

    Jun 19, 2026Ch. MeessenDynamical SystemsRecurrent Neural Networks

    Independent researcher, computational neuroscience, France

  16. Topological Neural Dynamics: A Neuron-wise Framework for Sequence Modeling

    Jun 19, 2026Borui Cai, Yao ZhaoDynamical SystemsDynamic Neural Networks

    Hangzhou International Innovation Institute, Beihang University, China · Victoria University, Melbourne, Australia

  17. Closure of Self-Determining System Based on Causal and Constitutive Relations

    Jun 19, 2026Yoshiyuki Ohmura, Earnest Kota Carr, Yasuo KuniyoshiDynamical Systems

    The University of Tokyo, 7-3-1 Hongo Bunkyo-ku, Tokyo, Japan

  18. Learning-Based Modeling of Soft Robots via Cosserat Rod Theory

    Jun 18, 2026Mohammad Ali, Nithin Senthur Kumar, Eric J. Barth +1Dynamical SystemsPort-Hamiltonian Systems

    Department of Computer Science, Vanderbilt University, Nashville, TN 37235, USA · Department of Mechanical Engineering, Vanderbilt University, Nashville, TN 37235, USA

  19. Optimal Order of Multi-Agent and General Many-Body Systems

    Jun 18, 2026Jake J. XiaDynamical SystemsMulti-Agent System Optimization

    Harvard Management Company · Research Affiliate at Massachusetts Institute of Technology

  20. Stable Transformer-Actor-Critic Model Predictive Control: A Contraction Analysis Approach

    Jun 18, 2026Antonio Marino, Valerio Modugno, Marco CognettiDynamical SystemsNonlinear MPC

    CAM · University of Cambridge · UCL +3

  21. Kolmogorov-Arnold Reservoir Computing

    Jun 18, 2026Juntian Huang, Jürgen Kurths, Ying TangDynamical SystemsTime Series Forecasting

    Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu 611731, China · School of Physics, University of Electronic Science and Technology of China, Chengdu 611731, China · Key Laboratory of Quantum Physics and Photonic Quantum Information, Ministry of Education, University of Electronic Science and Technology of China, Chengdu 611731, China +4

  22. Semiglobal Input-Delay Tolerance Algorithm for Distributed Nonconvex Optimization of Networked Nonlinear Systems

    Jun 18, 2026Jing-Zhe Xu, Zhi-Wei Liu, Ming-Feng Ge +2Dynamical SystemsOptimization Convergence Analysis

    School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan 430074, China · School of Mechanical Engineering and Electronic Information, China University of Geosciences, Wuhan 430074, China

  23. A Differentiable Composite Approximation Framework for Autonomous Underwater Vehicle Maneuvering Modeling from Sea-Trial Data

    Jun 18, 2026Aobo Wang, Aifei Xia, Zihao Wang +1Dynamical SystemsUnderwater Robotics

    College of Shipbuilding Engineering, Harbin Engineering University, Harbin, 150001, China · China Academy of Aerospace Aerodynamics, Beijing, 100074, China · Institute of Artificial Intelligence, Shanghai University, Shanghai, 200444, China +1

  24. Horizon-Uniform Sensitivity Certificates for Finite-Horizon Pontryagin Systems

    Jun 16, 2026Pyuyi Chufeng Huang, Zikang Song, Xingshu ChenDynamical SystemsFeedback Control

    School of Cyber Science and Engineering, Sichuan University, Chengdu, Sichuan, China · School of Mathematics, Sichuan University, Chengdu, Sichuan, China

  25. Dynestyx: A Probabilistic Programming Library for Dynamical Systems

    Jun 15, 2026Daniel Waxman, Dmitry Batenkov, John Feser +4Dynamical SystemsParameter Estimation

    1Basis Research Institute · 2Massachusetts Institute of Technology

  26. Neural dynamical systems on ferroelectric compute-in-memory for real-time forecasting

    Jun 15, 2026Keshava Katti, Adithya Selvakumar, Pratik Chaudhari +1Efficient Neural Network InferenceDynamical Systems

    Electrical & Systems Engineering, University of Pennsylvania, Philadelphia, PA 19104, USA

  27. Attention is Just Another Name for Coupling? A Fast-Slow ODE Perspective on Hierarchical Pretraining

    Jun 15, 2026Zhengyuan GaoDynamical SystemsTransformer

    Independent scholar

  28. A Bifurcation Theory Framework for Gradient Descent on the Edge of Stability

    Jun 14, 2026Eric GanDynamical SystemsEdge of Stability

    Independent Researcher.

  29. Deep Spectral Learning of Embedded Latent Transfer Operators for Stochastic Dynamical Systems

    Jun 12, 2026Ryogo Tanaka, Yoshinobu KawaharaDynamical SystemsStochastic Linear Dynamical Systems

    Graduate School of Information Science and Technology, The University of Osaka, Osaka, Japan · Center for Advanced Intelligence Project, RIKEN, Tokyo, Japan

  30. Tuning Agent-Based Predator-Prey Models Toward Lotka-Volterra Dynamics

    Jun 11, 2026Corinna Mandl, Siddharth Chaturvedi, Marcel van GervenDynamical SystemsAgent-Based Modeling

    Department of Machine Learning and Neural Computing Donders Institute for Brain, Cognition and Behaviour, Radboud University Nijmegen, the Netherlands