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7 papers in the last four weeks, against 1 the four weeks before. 0.1% of all new papers.

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  1. From Wrecks to Wisdom: Recovering Crash Mechanics from Real-World Multi-View Photos

    Sep 30, 2026Ondřej Valach, Václav Diviš, Ivan GruberCrashesPost-Disaster Damage Assessment

    University of West Bohemia, Faculty of Applied Sciences, Department of Cybernetics and New Technologies for the Information Society

  2. Trustworthy Runtime Error Healing in Real-World Repositories: A Benchmark and Guardrail

    Sep 30, 2026Gou Tan, Pengfei Chen, Zhensu Sun +9RuntimeLarge Language Model Safety

    Sun Yat-sen University · Singapore Management University · Monash University

  3. Teach-to-Crash: A Closed-Loop Student-Teacher LLM Framework for Collision-Inducing Test Scenario Generation

    Sep 23, 2026Zaid Ghazal, Khouloud Gaaloul, Bruce MaximAutonomous Driving SimulationCrashes

    University of Michigan-Dearborn Dearborn, MI, USA

  4. Predictive Uncertainty for Neural CAE Surrogates

    Sep 21, 2026Kaustubh Tangsali, Mohammad Amin Nabian, Kelvin Lee +2Uncertainty QuantificationSurrogate Models

    NVIDIA

  5. Calibrated Decisions at Scale: Converting Police Crash Narratives into Probabilistic Crash Variables with a System One Model (Jev)

    Sep 21, 2026Amir Rafe, Subasish DasAccidentsCrashes

    Ingram School of Engineering, Texas State University, San Marcos, TX, USA

  6. Guardrailed Meta-Agent Loops: Stress-Testing Policy Pinning, Budget Bounds, and Crash Recovery

    Sep 14, 2026Qinzhen Ma, Jialin WuAgent LoopGuardrail

    Rice University · University of California, San Diego

  7. CHOIR: heterogeneity-aware conformal prediction for crash injury severity across driver safety strata

    Sep 10, 2026Amir Rafe, Subasish DasCertificationCrashes

    Civil Engineering, Texas State University, 601 University Drive, San Marcos, 78666 TX, USA

  8. PatchBench: Evaluating AI Agents for Vulnerability Patching

    Sep 3, 2026Chihao Shen, Jiacheng Li, Aastha Mahajan +3Artificial Intelligence AgentsCrashes

    University of Maryland

  9. Resume Means Resume: A Machine-Checked Conformance Contract for Checkpoint, Interrupt, and Resume Semantics in Workflow Persistence Layers

    Aug 4, 2026Sajjad KhanContinuationAgentic Workflows

    independent researcher, London, UK

  10. Can LLMs Test Terminal User Interfaces?

    Aug 4, 2026Chao Peng, Ruida Hu, Ajitha Rajan +3Generative User InterfaceTest Generation

    University of Edinburgh · United Kingdom · Harbin Institute of Technology +3

  11. Benchmarking Frontier Large Language Models Against Official Crash Database Coding Using Police Crash Narratives

    Jul 31, 2026Sudhir Bharati, Rajendra K C Khatri, Sudip BharatiCrashesAccidents

    Planning and Research Division, Arkansas Department of Transportation, Little Rock, Arkansas, USA · Department of Mathematics, Philander Smith University, Little Rock, Arkansas, USA · Itahari International College, Itahari, Nepal

  12. Evaluating Fuzz Testing for Reinforcement Learning Agents

    Jul 27, 2026Zhibin Kang, Hanmo You, Dong Wang +2FuzzingCrashes

    College of Intelligence and Computing, Tianjin University, Tianjin, China

  13. Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety

    Jul 27, 2026Jingwen Zhu, Keshu Wu, Pei Li +3Accurate Traffic ForecastingAccident Source Term Evaluation Code

    Department of Civil and Environmental Engineering, University of Wisconsin–Madison, Madison, WI, United States · Zachry Department of Civil and Environmental Engineering, Texas A&M University, College Station, TX, United States · Department of Civil and Architectural Engineering, University of Wyoming, Laramie, WY, United States

  14. Improving Crash Frequency Prediction from Simulated Traffic Conflicts Using Machine Learning Based Microsimulation

    Jun 10, 2026Xian Liu, Carlo G. Prato, Gustav MarkkulaMicroscopic Traffic SimulationsCrashes

    School of Civil Engineering, University of Leeds, Leeds, UK · Institute for Transport Studies, University of Leeds, Leeds, UK

  15. VZCrash: A Large-Scale IMU Dataset of Ego-Vehicle Crashes

    Jun 4, 2026Tommaso Bianconcini, Henrique Piñeiro Monteagudo, Aurel Pjetri +2CrashesInertial Measurement Units

    Verizon Connect, Florence, Italy.

  16. From Cues to Horizons: Dynamic Risk Horizon Profiling for Trajectory Prediction

    May 30, 2026Xinyi Ning, Zilin Bian, Dachuan Zuo +2Trajectory ForecastingCrashes

    Department of Civil and Urban Engineering, New York University. · Department of Civil Engineering Technology and Environmental Management Safety, Rochester Institute of Technology.

  17. The Harsh Truth: Segment-Level Analysis of Harsh Driving Events in Milan Using Large-Scale Telematics, Street Networks, and Google Street View

    May 29, 2026Andrea La Grotteria, Paolo Santi, Titus Venverloo +2TrafficUrban Environments

    Senseable City Lab, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, 02139, MA, USA · Consiglio Nazionale delle Ricerche, Via G. Moruzzi 1, Pisa, 56124, Italy · AMS Institute, Gebouw 027W, Kattenburgerstraat 5, Amsterdam, 1018, Netherlands +1

  18. Crash Assessment via Mesh-Based Graph Neural Networks and Physics-Aware Attention

    May 12, 2026Gabriel Curtosi, Carlos Manuel Ruiz Ruiz, Fabiola Cavaliere +1CrashesAccident Source Term Evaluation Code

    SEAT S.A., Barcelona, Spain · IDIADA Automotive Technology S.A., Santa Oliva, Spain

  19. CarCrashNet: A Large-Scale Dataset and Hierarchical Neural Solver for Data-Driven Structural Crash Simulation

    May 8, 2026Mohamed Elrefaie, Dule Shu, Matthew Klenk +1CrashesAccident Source Term Evaluation Code

    Department of Mechanical Engineering MIT Cambridge, MA, USA · Future Product Innovation Toyota Research Institute Los Altos, CA, USA

  20. Assessing the Role of Intersection Proximity in Pedestrian Crashes: Insights from Data Mining Approach

    Apr 30, 2026Ahmed Hossain, Xiaoduan Sun, Subasish DasPedestrianCrashes

    Traffic Safety Analysis Engineer, Multimodal Planning Division (MPD) Arizona Department of Transportation (ADOT) 206 S 17th Ave, Phoenix, Arizona, 85007 · Department of Civil Engineering University of Louisiana at Lafayette, Lafayette, Louisiana, 70503 · College of Science of Engineering, Texas State University 601 University Drive, San Marcos, Texas 78666-4684

  21. CRADIPOR: Crash Dispersion Predictor

    Apr 30, 2026Edgar Chaillou, Sebastian Rodriguez, Yves Tourbier +1CrashesDispersion

    PIMM, Arts et Métiers Institute of Technology, Paris, France · Renault Group, Guyancourt, France

  22. From Canopy to Collision: A Hybrid Predictive Framework for Identifying Risk Factors in Tree-Involved Traffic Crashes

    Apr 25, 2026Abdul Azim, Ahmed Hossain, Soumyadip Maitra +1CrashesCanopy

    Department of Civil Engineering Rajshahi University of Engineering & Technology Rajshahi-6204, Bangladesh · Traffic Safety Analysis Engineer, Traffic Safety Group Multimodal Planning Division (MPD) Arizona Department of Transportation (ADOT) 1615 W. Jackson St Phoenix, AZ 85007 · Department of Transportation Studies College of Science, Engineering and Technology Texas Southern University 3100 Cleburne Street, Houston, TX, 77004

  23. SLO-Guard: Crash-Aware, Budget-Consistent Autotuning for SLO-Constrained LLM Serving

    Apr 19, 2026Christian LysenstøenLarge Language Model ServingCrashes

    Inland Norway University of Applied Sciences · Visiting Student, University of California, Berkeley

  24. Real-Time Driver Safety Scoring Through Inverse Crash Probability Modeling

    Mar 16, 2026Joyjit Roy, Samaresh Kumar Singh, Sushanta Das +1Accident Source Term Evaluation CodeAccidents

    Independent Researcher · Austin, Texas, USA · Leander, Texas, USA +5

  25. GeoTransolver: Learning Physics on Irregular Domains Using Multi-scale Geometry Aware Physics Attention Transformer

    Dec 23, 2025Corey Adams, Rishikesh Ranade, Ram Cherukuri +1Geometric ConstraintsSpatio-Temporal Transformers

    NVIDIA Corporation, Santa Clara, US

  26. kAgent: An execution-guided crash resolution agent for the Linux kernel

    Apr 29, 2025Alex Mathai, Chenxi Huang, Suwei Ma +7CrashesSoftware

    Department of Computer Science, Columbia University, New York, NY, USA · Google Inc., München, Germany · Google DeepMind, Mountain View, CA, USA +1