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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. Basins of Attraction to Multiple Fixed Points in Discrete-time Hysteresis Neural Networks

    Aug 24, 2026Yuta Arai, Seigo Nakamura, Ryoga Nakamura +2Dynamical Systems

    Hosei University, Koganei, Tokyo, Japan

  2. Neural Quadratic Forms: A Unified Minimal Model for Sudden Learning and Scaling Laws

    Aug 13, 2026Liu Ziyin, Yizhou Xu, Tomaso Poggio +1Dynamical SystemsNeural Network Training Dynamics

    1Massachusetts Institute of Technology · 2 ´Ecole Polytechnique F´ed´erale de Lausanne

  3. Structure-preserving uncertainty quantification for GENERIC dynamics

    Aug 12, 2026Zequn He, Celia ReinaDynamical SystemsUncertainty Quantification

    Department of Mechanical Engineering and Applied Mechanics, University of Pennsylvania, Philadelphia, 19104, PA, United States of America

  4. Scaling Laws for Majority-based Opinion Dynamics in the Presence of Stubborn Agents

    Aug 11, 2026Luke Meredith, Arpan MukhopadhyayDynamical SystemsOpinion Dynamics

    University of Warwick

  5. Long-Time Trajectory Approximation via SA-NODEs: Model Predictive and Floquet Strategies

    Aug 11, 2026Ziqian Li, Nikolaos M. MatzakosDynamical SystemsNeural ODEs

    Chair for Dynamics, Control, Machine Learning and Numerics, Department of Mathematics, Friedrich-Alexander-Universität Erlangen-Nürnberg, 91058 Erlangen, Germany · School of Pedagogical & Technological Education (ASPETE), Marousi Attikis, 151 22 Athens, Greece

  6. A matched-integrator evaluation of Hamiltonian neural networks on pendulum and Kepler dynamics

    Aug 10, 2026Lenick Kemunto Nyabuto, Yae Ulrich Gaba, Birahim TeweDynamical SystemsHamiltonian Neural Networks

    African Institute for Mathematical Sciences (AIMS) Senegal

  7. The Kuramoto Neural Operator: Learning to Solve PDEs via Coupled Oscillator Dynamics

    Aug 10, 2026Petr Badolia, Leonid Obukhov, Dmitry Bylinkin +1Dynamical SystemsPDE Operator Learning

    Basic Research of Artificial Intelligence Laboratory (BRAIn Lab) · Innopolis University

  8. Model Discovery Agent: LLM-assisted Bayesian experiment design for data-efficient discovery of mechanistic world models

    Aug 10, 2026Kevin MurphyDynamical SystemsAI Agents for Scientific Discovery

    Dept. Computer Science Univ. British Columbia, Canada.

  9. Clustered Attractor Manifolds and Dynamical Condensation in Self-Attention

    Aug 9, 2026Qucheng Gao, Zuyi Yang, Xiao ChenDynamical SystemsSelf-Attention

    Department of Physics, Boston College, Chestnut Hill, Massachusetts 02467, USA · Department of Physics, Tsinghua University, Beijing 100084, China

  10. Estimation of Spacecraft Inertia Tensor Using Attitude-Only Data from Torque-Free Motion

    Aug 9, 2026Daigo Kobayashi, Vakhtang PutkaradzeDynamical Systems

    Assistant Professor, Department of Aerospace Engineering and Mechanics, 213 Hardaway Hall, Tuscaloosa, Alabama 35487-0350, USA. · Professor, Department of Mathematics, 345 Gordon Palmer Hall, Tuscaloosa, Alabama 35487-0350, USA.

  11. Adaptive Symmetry Discovery for Dynamical System Identification

    Aug 8, 2026Behrooz Tahmasebi, Melanie WeberDynamical SystemsNonlinear System Identification

    Harvard John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA 02138, USA.

  12. Parameter-Dependent LMI Synthesis for Semi-Global Differential ISS Trajectory Tracking of Nonholonomic Mobile Robots Under Multiplicative Wheel Slip

    Aug 8, 2026Mohammad SabouriDynamical SystemsRobot Trajectory Tracking

    Department of Informatics, Bioengineering, Robotics, and Systems Engineering (DIBRIS), University of Genoa, Via Opera Pia 13, Genoa 16145, Italy · Applied Control & Robotics Research Laboratory (ACRRL), Department of Power and Control Engineering, School of Electrical and Computer Engineering, Shiraz University, Shiraz, Iran

  13. Interaction Creates Dynamical AI Behavior Absent in Isolation

    Aug 7, 2026Bella Xinrui Li, Frank Yingjie Huo, Neil F JohnsonDynamical SystemsMulti-Agent Systems

    1Physics Department, George Washington University, Washington, DC 20052, USA

  14. NewtonGS: Physics-Structured Object-Level Neural Newtonian Dynamics for Gaussian Scene Animation

    Aug 6, 2026Lianlei Shan, Feiyang Ye, Yan Chen +13D Gaussian SplattingDynamical Systems

    Lixiang

  15. Spectral Distillation: From Nonlinear Dynamics to Linear State-Space Models

    Aug 5, 2026Liane Galanti, Devan Shah, Shlomo Fortgang +1Dynamical SystemsNonlinear System Identification

    Princeton University

  16. Beyond Linear Dynamics: Neural Bilinear Dynamical Models for Time Series Forecasting

    Aug 5, 2026Mengzhou Gao, Huangqian Yu, Pengfei JiaoDynamical SystemsLong-Term Time Series Forecasting

    Hangzhou Dianzi University Hangzhou, China

  17. A Spectral Filtering Approach to Regret Analysis of Distributed Online Control for Linear Dynamical Systems

    Aug 3, 2026Ting-Jui ChangDynamical SystemsDistributed Optimization

    T.J. Chang is with the Department of Aeronautics and Astronautics, National Cheng Kung University, Taiwan.

  18. Exact Contraction Rates via the Berkson--Porta Representation: A Sharp Threshold and Its Herglotz-Kernel Obstruction

    Aug 1, 2026Soumic SarkarDynamical Systems

    Institute of Technology, University of Tartu, Nooruse 1, Tartu, 50411, Estonia.

  19. Contraction Analysis of Holomorphic Dynamical Systems via the Intrinsic Kobayashi Metric

    Aug 1, 2026Soumic SarkarDynamical SystemsConvergence Analysis

    Narva College, University of Tartu, Raekoja plats 2-319, Narva, 20307, Estonia

  20. Extrapolating the emergence of Hamiltonian chaos with random-feature Hamiltonian neural networks

    Jul 31, 2026Jaesung ChoiNeural Surrogate ModelingDynamical Systems

    Center for Artificial Intelligence and Natural Sciences, Korea Institute for Advanced Study, Seoul 02455, Korea

  21. Reflected diffusion, no-flux continuity equations and confined Lagrangian flows in bounded domains

    Jul 30, 2026Rama ContDynamical SystemsStochastic Differential Equations

  22. Reflected UAS: Corrected Deterministic Stability and Direct CTMC Drift Calculation

    Jul 30, 2026Krishna SubediDynamical SystemsLyapunov Stability

    Neryva

  23. Reinforcement Learning on Cost-Constrained Quadrupedal Hardware

    Jul 29, 2026Javier C. Weddington, Bence P. Ölveczky, Stephen A. BaccusDynamical SystemsReinforcement Learning

    Neurosciences Interdepartmental Program, Stanford University, Stanford, CA 94305 USA · Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA 02138 USA · Department of Neurobiology, Stanford University School of Medicine, Stanford, CA 94305 USA

  24. Self-Adaptive Learning and Model Predictive Control for Tracking Unknown Dynamics with No Regret

    Jul 29, 2026Atharva Navsalkar, Hongyu Zhou, Vasileios TzoumasDynamical SystemsRegime-Switching Dynamical Systems

    Department of Aerospace Engineering, University of Michigan, Ann Arbor, MI 48109 USA

  25. A note on the motion representation and configuration update in time stepping schemes for the constrained rigid body

    Jul 27, 2026A. MüllerDynamical SystemsMultibody Dynamics

    Institute of Robotics, Johannes Kepler University, Altenbergerstr. 69, 4040 Linz, Austria

  26. Physics-Informed Neural Networks for Discovering Periodic Orbits in the Gravitational Three-Body Problem

    Jul 26, 2026Nikolaos Kollias, Nikolaos MatzakosDynamical SystemsChaotic Dynamical Systems

    School of Science and Technology, Hellenic Open University, Athens, Greece. · School of Pedagogical and Technological Education (ASPETE), Athens, Greece.

  27. Multiplicity of Stable Attractors in Disordered Neural Models

    Jul 24, 2026Raffaele Marino, Roberto Livi, Antonio PolitiDynamical SystemsNeural ODEs

    Butterfly Decisions srl, Via dei Principati 74 - 84122 Salerno, Italy · University of Florence, Department of Physics and Astronomy, Via G. Sansone 1 - 50019 Sesto Fiorentino (FI), Italy and Istituto dei Sistemi Complessi, CNR, Via Madonna del Piano 10 – 50019 Sesto Fiorentino (FI), Italy · Istituto dei Sistemi Complessi, CNR, Via Madonna del Piano 10 – 50019 Sesto Fiorentino (FI), Italy and Institute of Pure and Applied Mathematics, Department of Physics, University of Aberdeen, Aberdeen AB24 3UE, United Kingdom

  28. QC-PHAST Search: Classical--Quantum Query Benchmarks for Finite-Pool Rare-Regime Discovery

    Jul 24, 2026Harsh Milind Tirhekar, Chandrajit BajajDynamical Systems

    Department of Computer Science College of Natural Sciences The University of Texas at Austin Austin, TX, USA · Department of Computer Science Oden Institute for Computational Engineering and Sciences The University of Texas at Austin Austin, TX, USA

  29. Natural Invariant Measures for Chaotic Game Dynamics: Finding Order in Chaos

    Jul 23, 2026Jakub Bielawski, Thiparat Chotibut, Fryderyk Falniowski +2Dynamical SystemsGame Theory

    Department of Mathematics, Krakow University of Economics, Rakowicka 27, 31-510 Kraków, Poland · Chula Intelligent and Complex Systems Lab, Department of Physics, Faculty of Science, Chulalongkorn University,Bangkok 10330, Thailand · Department of Mathematical Sciences, Indiana University Indianapolis,402 N. Blackford Street, Indianapolis, Indiana 46202, USA +1

  30. Interaction Dynamics Modeling and Predictive Control for Safe Steerable Catheter--Tissue Interaction

    Jul 23, 2026Yongyan CaoDynamical SystemsModel Predictive Control

    Voryx Robotic LLC, San Jose, CA 95136, USA