Physics-Based Simulation

Latest papers 152

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  1. RiCo: Neural Simulation of Rigid-Body Interactions via Local Contact Reasoning

    Oct 8, 2026Ruixiang Ouyang, Guanren Qiao, Fansen Meng +4Physics-Based SimulationMultibody Dynamics

  2. AtomWorld-Mirror: Macro-Step World Modeling of Critical Evolution Backbones for Materials Dynamics

    Oct 8, 2026Ziming Pan, Ruge Zhang, Haozhi Han +7Physics-Based SimulationComputational Materials Science

  3. EvoSim: Learning to Model, Modeling to Learn

    Oct 8, 2026Yun-Wei Song, Jinkai Tao, Jun-Dong Zhang +3Autonomous Scientific DiscoveryPhysics-Based Simulation

  4. LLM-Assisted Generation of Transparent, Open-Source Multiphysics Models of Electrochemical Devices

    Oct 7, 2026Sebastian Castro, Maya F. Schuchert, Spencer A. McCluskey +2LLM Code GenerationPhysics-Based Simulation

  5. FFASR: Benchmarking Far-Field Automatic Speech Recognition using High-Fidelity Simulated RIRs

    Sep 30, 2026Shivam Saini, Eric Bezzam, Georg Götz +5ASR EvaluationAutomatic Speech Recognition

  6. RoboFin3D: A Sim-to-Real Platform for Robotic Surface Finishing

    Sep 29, 2026Haowei Wen, Shangtao Li, Vaibhav Sanjay +3Robotics SimulationSim-to-Real Transfer

  7. Text2Sim: Agentic Physics-Based Simulation Generation with Distilled Expertise

    Sep 29, 2026Xiaoyu Xiong, Tsun-Hsuan Wang, Yi-Ling Qiao +2Physics-Based Simulation

  8. MechReasoner: A Simulator and Benchmark for Mechanistic Reasoning in Qualitative Physics

    Sep 28, 2026Danilo Gusicuma, André FreitasPhysical ReasoningScientific Reasoning in Language Models

  9. AtomWorld-Mem: Memory-Restored World States for Long-Horizon Atomistic Evolution

    Sep 25, 2026Tian Luo, Ruge Zhang, Haozhi Han +5Hierarchical MemoryLatent World Models

  10. Contact-Stable Deformable Tissue Simulation Using Implicit Integration and Live-Pose Grasp Constraints for Laparoscopic Surgery Robot Policy Evaluation

    Sep 22, 2026Juahn Oh, Dongho Yee, Jinseok Lee +9Contact-Rich Robotic ManipulationRobotics Simulation

  11. S4R: Scaling for Rigid-Body Interpenetration Resolution

    Sep 17, 2026Zhiyang Dou, Ang Zhao, Chen Peng +8Quadratic ProgrammingPhysics-Based Simulation

  12. Cross-Anatomy Transfer Versus Sparse Interpolation in Digital-Twin-Oriented Aortic Fluid-Structure Interaction Surrogates

    Sep 14, 2026Ali Nourbakhsh, Mohammad Reza Niroomand, Erfan NourbakhshPDE Surrogate ModelingCross-Domain Generalization

  13. Fast BIB simulation at a future Muon Collider with generative machine learning

    Sep 14, 2026Radha Mastandrea, Shiyu Peng, Benjamin Rosser +1Tabular Diffusion ModelsGenerative Modeling

  14. Physics-Guided Synthetic High-Frequency Ultrasound Generation for Skin Layer Segmentation

    Sep 14, 2026Junkyung ju, Kyungho Yoon, Minwoo ShinSynthetic Data PretrainingUltrasound Image Segmentation

  15. RealSimLoop: Online Real-to-Sim Adaptation via Differentiable Reduced-Order Simulation with Vision Feedback

    Sep 9, 2026Zhihao Cen, Chuhua Xian, Hailin Sun +6Physics-Based SimulationDeformable Object Simulation

  16. InstantMimic: A High Performance System for Learning Physics-based Skills in Seconds

    Sep 9, 2026Ikjun Choi, Geonho Leem, Jungdam WonReinforcement LearningImitation Learning

  17. Ostrich: Taking Large Strides Through Stiff Contact in Differentiable Dynamics

    Sep 8, 2026Aleš Kučera, Karel ZimmermannTrajectory OptimizationContact-Rich Manipulation

  18. SMaRT-Tug: Structured Multi-Agent Reinforcement Learning for Physics-Based Tugboat-Barge Collaborative Manipulation

    Sep 7, 2026Junkai Lu, Jiadong Zhao, Jiacheng Zhang +8Multi-Agent CoordinationMulti-Agent Control

  19. PhysMAS: Physics-Grounded Multi-Agent Synthesis of Compositional 4D Gaussians

    Sep 7, 2026Jiang Qin, Chunji Lv, Yangguang Wei +63D Gaussian SplattingMaterial Point Method

  20. Computing stable configurations of confined smectic liquid crystals with a deep variational framework

    Sep 3, 2026Yuchen Xie, Baoming Shi, Yucen Han +1Neural PDE SolversMaterials Science

  21. Generative Nested Sampling of Atomistic Thermodynamic Landscapes

    Sep 2, 2026Alessandro Coretti, Nico Unglert, Sebastian Falkner +2Normalizing FlowsFlow-Based Generative Modeling

  22. TRACE: Spatiotemporal Contact Memory Graph Network Simulator for Granular Dynamics

    Sep 2, 2026Changjian Zhou, Negin Yousefpour, Jie Qi +3Physics-Based SimulationSpatiotemporal GNNs

  23. The PUR-1 Cyber-Physical Digital Twin

    Aug 31, 2026Vasileios Theos, Jonah Lau, Konstantinos Gkouliaras +7Cyber-Physical SystemsDigital Twins

  24. System Identification of Admittance Models for Large Real-World Objects

    Aug 30, 2026Nathan I. Baum, Nathaniel G. Luttmer, Mark A. MinorNonlinear System IdentificationHaptic Feedback

  25. CRESSim-Neo: A Batched GPU Simulation Engine for Surgical Robotics and Robot Learning

    Aug 25, 2026Yafei Ou, Ahnaf Naheen, Tleukhan Mussin +3Robotics SimulationSynthetic Data Generation for Robotics

  26. Differentiate the Solver, Not the Equation: Reverse-Sweep Adjoints for Block Implicit Simulation

    Aug 9, 2026Lei Shu, Ying Jiang, Kui Wu +3Automatic DifferentiationDifferentiable Programming