Turbulence

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Period ending 2026-09-14

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  1. Butterfly Effect and the Kinetic Energy Cascade in Probabilistic Machine Learning Weather Prediction Models

    Sep 16, 2026Jiakai Chen, Joel Oskarsson, Simon Driscoll +1Artificial Intelligence Weather ModelsTurbulence

  2. DU-NO: A Parameter-Efficient Double U-Shaped Neural Operator for Phase-Resolving Wave Modeling

    Sep 14, 2026Enrique Hernandez Noguera, Md Meftahul Ferdaus, Nathan Cooper +2Shallow Water EquationsOcean Dynamics

  3. Aerodynamic Prior-Free Coordinated Trajectory Generation and Tracking Control for a Tail-Sitter UAV

    Sep 11, 2026Erchao Rong, Zihao Liu, Junning Liang +5Unmanned Aerial Vehicle TrajectoriesUnmanned Aerial Vehicles

  4. ONE CYLinder: A Benchmark for Graph-Based Surrogate Modeling of Unsteady Bluff-Body Flows

    Sep 8, 2026Théodore Michel, Antoine Campos, Alban Dujardin +3Computational Fluid DynamicTurbulence

  5. Neptune: An AI model for Global Ocean Subseasonal Prediction

    Sep 8, 2026Davide Donno, Italo Epicoco, Massimo Cafaro +8Global Climate ModelsSea Surface Temperature

  6. Structured Extrema Errors in Classical Surrogates for Viscous Burgers: A Physics-Consistent Interpretation

    Sep 7, 2026Youssef OubariSurrogate ModelingShallow Water Equations

  7. Learnable composition for neural operators

    Sep 2, 2026Zituo Chen, Baiming Zhang, Sili DengNeural OperatorsSurrogate Modeling

  8. VATO: A Vortex-Force-Aware Transformer Operator for Unsteady Separated Aerofoil Flows

    Sep 1, 2026Xingxin Yang, Zhan Zhang, Yichen Li +1AerodynamicsTurbulence

  9. Reproducible macroscopic dynamics in a closed-loop human-AI learning system

    Aug 31, 2026Minlin Wu, Xu Fang, Yicheng Zhang +2Latent TrajectoriesFlow Fields

  10. The Structure of Merging Turbulent Jets Beneath a Small Quadrotor

    Aug 31, 2026Anoop Kiran, Nora Ayanian, Kenneth BreuerTurbulencePropeller

  11. Optimal control of a swimming robot based on Purcell's microswimmer model

    Aug 18, 2026Noam Berkovich Lahav, Oren Wiezel, Yizhar OrSwimmingOptimal Control

  12. Exemplar-based objective classification of gust-induced loads across multiple flight conditions

    Aug 12, 2026Paolo Olivucci, Kowshik Srivatsan, David E. RivalAerodynamicsAgile Flight

  13. Hierarchical rank-evolving representation for physics-informed neural networks

    Aug 10, 2026Ruoyang Su, Xi-Le Zhao, Kun Li +1Low-Rank Tensor DecompositionFluid Dynamics

  14. ASPaeroFlow: Decomposition Heuristics for Joint Air Traffic Flow & Capacity Management

    Aug 10, 2026Alexander Beiser, Markus Hecher, Nysret Musliu +2Air Traffic ControlAerodynamics

  15. ADEx-FNO: A Unified Ambient-Domain Framework for Fourier Neural Operators on Varying Geometries

    Aug 9, 2026Roberto Nuca, Giovanni Testa, Luca Galimberti +1Fourier Neural OperatorsComputational Fluid Dynamic

  16. Stochastic Physics-Informed Neural Networks on Lie Groups for Learning Underwater Vehicle Dynamics

    Aug 8, 2026Evan F. Palmer, Ross L. Hatton, Geoffrey A. HollingerAutonomous Underwater VehiclesFluid Dynamics

  17. Finite basis physics-informed neural networks with hard constraints for viscous fluid flow in highly perforated domains

    Aug 8, 2026Jeeeun Lee, Denis Korolev, Miro Duhovic +1Conventional Physics-Informed Neural NetworksProblem-Dependent Artificial Boundary Conditions

  18. Neural Operators for Immersed-Boundary Soft Swimmers Locomotion

    Aug 7, 2026Mohammad Sadegh Eshaghi, Yizheng Wang, Navid Valizadeh +2SwimmingComputational Fluid Dynamic

  19. Flow-Corrected Shape Optimization: Taming Manifold Drift in High-Dimensional 3D Models

    Aug 7, 2026Emilien Seiler, Nicolas Talabot, Yingxuan You +2Shape Optimization3D Generation

  20. Fluid-DiT: Graph-Free Diffusion Transformers for Fluid Flow Simulations Learning

    Aug 7, 2026Shentong Mo, Guolin KeFluid DynamicsDiffusion Transformers

  21. Exact Thrust-Reversal Limits of Bidirectional Propellers under Bounded Motor Inputs

    Aug 7, 2026Ahmed Ali, Chiara Gabellieri, Antonio FranchiPropellerMotion Control

  22. Hoverflie: An empirical investigation of rotor shrouds to transform micro air vehicles into multi-modal hovercraft

    Aug 7, 2026Mrinmoy Modak, Daniel S. DrewPropellerDrone

  23. Fixed and Adaptive Topological DeepONets: Functional Measurements on Hausdorff Locally Convex Spaces

    Aug 5, 2026Khemraj Shukla, George Em KarniadakisFourier Neural OperatorsNeural Operators

  24. Design and Flight of an Ion-propelled Micro Hovercraft Leveraging Ground Proximity Effects

    Aug 5, 2026C. Luke Nelson, Grant Nations, Mrinmoy Modak +1PropellerProximity Operations

  25. TIDE: A Physically Diverse 3D Turbulence Benchmark Dataset for Advancing Scientific Machine Learning

    Aug 4, 2026Yilong Dai, Yiming Sun, Yiheng Chen +4TurbulenceLow-Data Regimes

  26. FedCritic-MIMO: Communication-Efficient Serverless Federated Critic Learning for Massive-MIMO Resource Control in Open and Disaggregated 6G RANs

    Aug 4, 2026Amin Farajzadeh, Melike Erol-KantarciOrthogonal Frequency-Division MultiplexingMulti-Agent Reinforcement Learning

  27. FlowForm: Synergizing Fluid Physics with Topological Consistency for Satellite Flood Synthesis

    Aug 4, 2026Zhang Weihui, Wang Ruizhi, Xu Hongye +3Flood MappingSatellite Imagery

  28. Shaping Wind-Tunnel Airflow for Unmanned Aerial Vehicles using Online Learning

    Aug 4, 2026Ghadeer Elmkaiel, Michael MuehlebachAerial RobotsFlow Fields

  29. Adaptive Quantum Physics-Informed Neural Networks for Differential Equations with Applications to Fluid Dynamics

    Aug 1, 2026Fabio Pereira dos Santos, Renato Portugal, Júlio de Castro Vargas Fernandes +1Quantum Neural NetworksQuantum Learning

  30. Verifier-Guided Model Discovery for Physical Dynamical Systems with Pretrained Symbolic Transformers

    Aug 1, 2026Farbod Faraji, Francesco BelardinelliSymbolic RegressionNonlinear Dynamics

  31. Hi-TOPS: Hierarchical Topology-aware Scoring Prior for 3D Part Decomposition

    Aug 1, 2026Ruoyu Wu, Zhenhong Sun, Xiaoming Gong +53D SegmentationFlow Fields

  32. Round-Trip Consistency: Bidirectional Diffusion Models Can Predict Their Own Rollout Errors

    Aug 1, 2026Alexander ScheinkerDiffusion ModelsTraining-Inference Mismatch

  33. Localization in Spatiotemporal Fields via Environmental PDEs

    Jul 31, 2026Jose Fuentes, Abdullah Al Redwan Newaz, Ana Cavalcanti +1Robust LocalizationInvariant Extended Kalman Filter

  34. A Physics-Chemistry-Informed Neural Network (PCINN) for Real-Time Spatial-ALD Coverage Prediction and Reliable Kinetics Inversion

    Jul 31, 2026Ning Hu, Chang Liu, Yunlei Jiang +1Incomplete KineticsConventional Physics-Informed Neural Networks

  35. Write-Safe Flow Field Mapping under Ambiguous Onboard Sensing and Localization Drift

    Jul 30, 2026Linhao Jin, Qimin Feng, Peter Gunnarson +1Flow FieldsMapping

  36. Comparison of a Parametric Physics-Informed Neural Network and a Tensorial Reduced-Order Model for the Shallow-Water Dam-Break Problem

    Jul 29, 2026Anton Myshak, Md Rezwan Bin Mizan, Ilya TimofeyevConventional Physics-Informed Neural NetworksMulti-Material Shock Physics

  37. Physics-Informed CNN-LSTM for Street-Scale Urban Flood Prediction: Reconciling Aggregate Accuracy and Street-Level Plausibility

    Jul 27, 2026Luc DCosta, Yidi Wang, Jonathan L. Goodall +1Accurate Flood PredictionFlood Detection

  38. No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study

    Jul 26, 2026Georg Winkler, Martin StollSurrogate ModelingTurbulence

  39. Egocentric Station Holding of Robotic Fish in Unknown Turbulent Background Flow

    Jul 26, 2026Xiaozhu Lin, Xu Huang, Hongru Dai +3Autonomous Underwater VehiclesAgility

  40. PRIMS: Physics-guided Representation for Fluid Identification in Multimodal Sensing

    Jul 24, 2026Hai-Long Nguyen, Trung Thanh Nguyen, Lars Holm +2Fluid DynamicsMultimodal Transformers

  41. Multi-Domain Physics-Based MDO of Multirotor UAVs: A Deterministic Framework for Discrete COTS Sizing

    Jul 24, 2026Akshay Gupta Burela, P. B. SujitPropellerUnmanned Aerial Vehicles

  42. Explainable quantum-compressed machine learning for complex fluid flows

    Jul 23, 2026Xiao Xue, Maida Wang, Mingyang Gao +2Quantum LearningFluid Dynamics

  43. Label-Free Finite-Volume-Residual Training of Attention Graph Neural Networks for Coupled Thermo-Fluid Fields

    Jul 22, 2026Tianyu Li, Zhiwei Cao, Qingang Zhang +3Computational Fluid DynamicSurrogate Modeling

  44. Guarantees by Construction for Learned Finite Volume Schemes on Steady Supersonic Flow

    Jul 22, 2026Denis GueyffierTurbulenceWasserstein Gradient Flows

  45. Physics-Informed Super-Resolution of Atmospheric Data

    Jul 21, 2026Chang Xu, Gencer Sumbul, Hugo Porta +3Infrared Image Super-ResolutionAtmospheric Correction

  46. Image Editing Models are Numerical Solvers

    Jul 21, 2026Ulysse MizrahiImage EditingClassical Numerical Solver

  47. Adaptive Mamba Neural Operators

    Jul 20, 2026Zeyuan Song, Zheyu JiangNeural OperatorsPartial Differential Equations

  48. Optimizing Sensor Placement for Hydrogen Leak Detection in Enclosed Infrastructure: A Comparative Study Using CFD-informed Genetic Algorithm and DeepSets Neural Surrogate

    Jul 20, 2026Fangnian Wang, Nicholas Tan Jerome, Thomas Jordan +1MethaneComputational Fluid Dynamic

  49. Configuration-Induced Passive Self-Rotation for Perception-Enhanced Autonomous Flight

    Jul 20, 2026Xurui Liu, Miao Wang, Tianyu He +2Real-World QuadrotorPropeller

  50. A Morphing-Designed Hexarotor Prototype combining Practical Resilience and Efficiency

    Jul 17, 2026Murat Bronz, Mahmoud Hamandi, Elgiz Baskaya +2PropellerAerodynamics

  51. Spatio-Temporal Prediction of Unsteady Airfoil Aerodynamics Using Augmented Graph Neural Ordinary Differential Equations with Exogenous Controls

    Jul 17, 2026Henrik Lange, Reik Thormann, Philipp BekemeyerAerodynamicsComputational Fluid Dynamic

  52. LIGO-PINN: Learned Initialization via Gated Optimization to Alleviate Convergence Failures in Physics Informed Neural Networks

    Jul 15, 2026Nilay Anurag, Shital Adhikari, Taniya Kapoor +1Conventional Physics-Informed Neural NetworksPartial Differential Equations

  53. Design, Modeling and Experimental Validation of a Miniature Hybrid Underwater Glider With Large-Range Foldable Deflectable Wings

    Jul 15, 2026Yongjian Zhu, Yusen Tao, Feitian ZhangPropellerAutonomous Underwater Vehicles

  54. Flow-aware Optimal Navigation in Unsteady Flows through Reinforcement Learning

    Jul 15, 2026Andrea Maria Braghin, Nicolò Botteghi, Matteo Tomasetto +2Fluid DynamicsTurbulence

  55. A Shortcut to Statistically Steady-State Turbulence with Flow Matching

    Jul 14, 2026Gianluca Galletti, Gerald Gutenbrunner, William Hornsby +5TurbulenceGenerative Models

  56. Gradient-free learning of a closed-loop wall controller for turbulent drag reduction

    Jul 14, 2026Giorgio Maria Cavallazzi, Miguel Pérez Cuadrado, Alfredo PinelliTurbulenceClosed-Loop Performance

  57. Flatness-Preserving Residual Learning for Real-Time Tight Quadrotor Formation Flight

    Jul 14, 2026Pei-An Hsieh, Fengjun Yang, Nikolai Matni +1Quadrotor ControlAerodynamics

  58. Generating Physically Plausible Parachute Dynamics with Deep Generative Modeling

    Jul 13, 2026Yulong Yang, Clara O'Farrell, Christine Allen-BlanchetteAerodynamicsPhase Space

  59. A multi-scale feature enhanced graph neural network for fluid dynamics prediction in complex geometries

    Jul 13, 2026Li Xiao, Tianyu Li, Yiye Zou +2Fluid DynamicsGraph Neural Networks

  60. Coordinated Incremental Trajectory Tracking of a Tailsitter Drone

    Jul 13, 2026Evangelos Ntouros, Ewoud J. J. SmeurUnmanned Aerial Vehicle TrajectoriesUnmanned Aerial Vehicles