Mechanics

Momentum

8 papers in the last four weeks, up 100% on the four weeks before. 0.1% of all new papers.

Jul 13Week of Sep 28

Latest papers 43

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  1. Does AI-Generated Scientific Text Follow Human Argumentation Patterns? A CARS-Based Comparison of Research Article Introductions

    Oct 1, 2026Abdelrahman Sadallah, Narjes Sheikh Asadi, Lonneke van der PlasHuman-Written TextRhetoric

  2. AutoLoCo: Communication Efficient Distributed LLM Training via Adaptive Synchronization

    Sep 29, 2026Pengyu He, Yan Zhang, Ruien Li +1Large Language Model TrainingBatch

  3. CAR-VLA: Complexity-Aware and Risk-Adaptive Reasoning for Autonomous Driving

    Sep 28, 2026Xiaolei Chen, Zhuolin He, Yuxuan Liang +13Autonomous DrivingHazard

  4. Adapting neural operators for mechanics decisions under changing operating conditions

    Sep 27, 2026Prashant K. Jha, Koffi Enakoutsa, Ian Galloway +1Neural OperatorsMagnetic Tunnel Junction

  5. Automotive mmWave Spinning Radar Place Recognition with Spatially Gated Feature-Correlation Representation

    Sep 23, 2026Saimunur Rahman, Sagun Singh Shrestha, Abdelwahed Khamis +1RadarVisual Place Recognition

  6. CAR-MIL: Counterfactual Attention Regularization for Multiple Instance Learning

    Sep 8, 2026Imane Chraki, Pierre Marza, Stergios Christodoulidis +1Multiple Instance LearningAttention Layers

  7. AutoConcept: Training-Free Concept-Guided Reranking for Metadata-Available Composed Image Retrieval

    Sep 1, 2026Tianyu Wang, Tianjiao WuComposed Image RetrievalCross-Encoder Reranking

  8. A Unified Framework for the Mechanics of Information in Convolutional Neural Network Image Space

    Aug 26, 2026Aryan Shukla, Matthew ToewsConvolutional Neural NetworksMultiscale

  9. Reasoning-supported Robustness Validation of Automotive E/E Components

    Aug 17, 2026Jan Novacek, Alexander Viehl, Oliver Bringmann +1Robustness VerificationMechanics

  10. AutoGrable: What Is a Good Graph for a Table?

    Aug 11, 2026Tamara Cucumides, Floris GeertsTabular DataMessage Passing Neural Networks

  11. SUV: Future Scene Understanding as Video Generation for End-to-End Driving

    Aug 4, 2026Yibo Yuan, Jiacheng Fu, Jiangtong Zhu +8Video GenerationMechanics

  12. Would You Walk to the Car Wash? Revealing the Salience Bias of Large Language Models in Commonsense Reasoning

    Jul 30, 2026Zheng Wu, Chenhao Xue, Shijie Zheng +3LLM Reasoning StrategiesTask Framing

  13. Global Exponential Stabilization of the Kinematic Bicycle Model of a Car in Polar Coordinates

    Jul 29, 2026Velimir Todorovski, Kwang Hak Kim, Alessandro Astolfi +1Vehicle DynamicsRobust Control

  14. Safeguards for Speech2Speech LLM-Assistants: A Case Study in Automotive Applications

    Jul 23, 2026Gregor Endler, Sebastian Kraus, Lukas StappenMechanicsArtificial Intelligence Assistants

  15. A Real-Time Generalized Nash Equilibrium Framework for Interaction-Aware Autonomous Driving in Mixed Traffic

    Jul 23, 2026Nouhed Naidja, Mohamed-Cherif Rahal, Steve Pechberti +3Automated VehiclesAutonomous Driving

  16. LLM-Driven Approach to Modeling Tool Interoperability in Automotive Domain

    Jul 16, 2026Nenad Petrovic, Jiajie Zhang, Vahid Zolfaghari +1InteroperabilityMechanics

  17. Robust and Explainable 3D Mode Shape Recognition Using Region-Aware Graph Neural Networks

    Jul 1, 2026Tong Duy Son, Marc Brughmans, Andrey Hense +4Graph Representation LearningFinite Element Method

  18. AVTok: 1D Unified Tokenization for Holistic Audio-Video Generation

    Jun 29, 2026Kien T. Pham, I Chieh Chen, Qifeng Chen +1Audio-Video GenerationAudio Tokenizers

  19. Learning Complementary Action Modeling from Automotive Maintenance Instructions

    Jun 26, 2026Jiaqi Wu, Bai Li, Jochen Hartmann +2ComplementarityMechanics

  20. Emcar: Embodied Controller for Animating Robots

    Jun 24, 2026Carlos Gomez Cubero, Elizabeth JochumRobot SystemsSemantic-Affordance Inference

  21. Texture-Shape Bias Balancing for Robust Synthetic-to-Real Semantic Segmentation in Automotive NIR Imagery

    Jun 13, 2026Felix Stillger, Ben Hamscher, Lukas Hahn +3Synthetic-To-Real Domain GapEfficient Semantic Segmentation

  22. I'm Sorry Driver, I'm Afraid I Can't Do That: Appraising the Safety of LLMs within Automotive Contexts

    Jun 12, 2026Shaun Feakins, Ibrahim Habli, Kim Littler +1Safety-Critical ScenariosMechanics

  23. Select and Improve: Understanding the Mechanics of Post-Training for Reasoning

    Jun 11, 2026Akshay Krishnamurthy, Audrey Huang, Nived RajaramanReinforcement Learning Post-TrainingLarge Reasoning Models

  24. Are we really tilting? The mechanics of reward guidance in flow and diffusion models

    Jun 1, 2026Sanjit Dandapanthula, Nicholas M. BoffiReward GradientsReward Functions

  25. AutoSG: LLM-Driven Solver Generation Solely from Task Prompts for Expensive Optimization

    May 25, 2026Haoran Gu, Handing Wang, Yi Mei +1Functional Code SolversMechanics

  26. AutoVecCoder: Teaching LLMs to Generate Explicitly Vectorized Code

    May 18, 2026Shangzhan Li, Xinyu Yin, Xuanyu Jin +8Code OptimizationVectorization

  27. Don't Stop Me Yet: Sampling Loss Minima via Dissipative Riemannian Mechanics

    May 14, 2026Albert Kjøller Jacobsen, Leo Uhre Jakobsen, Johanna Marie Gegenfurtner +1ReparameterizationFlat Minima

  28. A Call to Lagrangian Action: Learning Population Mechanics from Temporal Snapshots

    May 8, 2026Vincent Guan, Lazar Atanackovic, Kirill NeklyudovLagrangian MethodsPopulation Dynamics

  29. Forecasting Green Skill Demand in the Automotive Industry: Evidence from Online Job Postings

    May 6, 2026Sabur Butt, Joshua N. Arrazola E., Hector G. Ceballos +1JobsSustainability

  30. Multi-fidelity surrogates for mechanics of composites: from co-kriging to multi-fidelity neural networks

    May 4, 2026Haizhou Wen, Elham Kiyani, Gang Li +3Multi-FidelityAnisotropic

  31. TEACar: An Open-Source Autonomous Driving Platform

    Apr 27, 2026Zhongzheng Zhang, Maxwell Ruyle, Andrew Kappes +5Mechanics

  32. RISC-V Functional Safety for Autonomous Automotive Systems: An Analytical Framework and Research Roadmap for ML-Assisted Certification

    Apr 19, 2026Nick Andreasyan, Mikhail Struve, Alexey Popov +2Risc-VMechanics

  33. AutoB2G: Agentic Simulation and Reinforcement Learning for Spatio-Temporal Grid-Interactive Building Control

    Mar 27, 2026Borui Zhang, Nariman Mahdavi, Subbu Sethuvenkatraman +1Power SystemsAgentic Framework

  34. MLPerf Automotive

    Oct 31, 2025Radoyeh Shojaei, Predrag Djurdjevic, Mostafa El-Khamy +7Mle-Bench LiteAutonomous Driving Perception

  35. AgentDynEx: Nudging the Mechanics and Dynamics of Multi-Agent Simulations

    Apr 13, 2025Jenny Ma, Riya Sahni, Karthik Sreedhar +1Multi-Agent SimulationsUser Simulation

  36. Statistical Mechanics of Semantic Compression

    Date pendingTankut CanData Compression MethodsStatistical Physics