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22 papers3 papers in the last four weeks, level with the four weeks before. 0.0% of all new papers.

  1. Can AI Co-Design Structures? An AI Agent for Early-Stage Structural Design

    Oct 22, 2026Ricardo Maia Avelino, Mennatallah El-Assady, Tom Van Mele +1Structural EngineeringHuman-AI Co-Creation

    Stefano-Franscini-Platz 1, HIB E 45, Zurich 8093, Switzerland · Block Research Group, Department of Architecture, ETH Zurich · IVIA Lab, Department of Computer Science, ETH Zurich

  2. Explainable Machine Learning Analysis of Temperature Effects on Mechanical Strength of Fiber-Reinforced High-Performance Concrete

    Oct 16, 2026Jagaran Chakma, Zhiguang Zhou, Badhan Chakma +1Materials Property PredictionStructural Engineering

    State Key Laboratory of Disaster Reduction in Civil Engineering, Tongji University, Shanghai 200092, China · School of Civil Engineering, Chongqing Jiaotong University, Chongqing 400074, China

  3. A physics-coupled graph neural operator for mid-plane six-component stress tensor field prediction in concrete penetration

    Oct 12, 2026Wenpu Du, Peng Zhou, Yunlong Xia +5Graph Neural OperatorsNeural Operators

    School of Environment and Safety Engineering, North University of China, Taiyuan, 030051, China

  4. PolyBridgeBench: Benchmarking Multimodal LLMs for Physics-Grounded Bridge Design

    Sep 18, 2026Zicheng Zhao, Dongyin Chen, Rui Xu +1Structural EngineeringMultimodal Large Language Models

    Fudan University · Shanghai Innovation Institute

  5. Zero-shot rib design: merging training-free generative prior with topology optimization

    Sep 9, 2026Yongmin Kwon, Namwoo KangTopology OptimizationStructural Mechanics

    Cho Chun Shik Graduate School of Mobility, Korea Advanced Institute of Science and Technology, 193 Munji-ro, Yuseong-gu, Daejeon, 34051, Republic of Korea · AI Research Team, Narnia Labs, 193 Munji-ro, Yuseong-gu, Daejeon, 34051, Republic of Korea

  6. BlueprintAgent: Constraint-Triggered Targeted Revisits for Simulation-Ready Generation from Scanned Structural Blueprints

    Sep 7, 2026Zhouyuan Xu, Chen Yang, Linhao Wang +2Document UnderstandingConstrained Generative Modeling

    Tsinghua University, Beijing 100084, China

  7. Closed-loop AI achieves certifiable engineering design

    Aug 22, 2026Tianyi Yu, Chengxing Tao, Haoxuan Shen +8Structural EngineeringLarge Language Model-Guided Optimization

    State Key Laboratory of Ocean Sensing & Ocean College, Zhejiang University, Zhoushan, 316021, China · Zhejiang Province Key Laboratory of Offshore Civil Engineering and Materials & Ocean Academy, Zhejiang University, Zhoushan, 316021, PR China · Institute of Fundamental and Transdisciplinary Research, Zhejiang University, 310058, PR China +3

  8. Training-Free Agentic Computer Vision for Structural Component Detection in 2D Structural Framing Plans

    Aug 18, 2026Mohammad Talebi-Kalaleh, Qipei MeiStructural EngineeringDocument Image Understanding

    Department of Civil and Environmental Engineering University of Alberta

  9. Verication-driven closed-loop multi-agent large language modelframework for code-compliant structural design

    Aug 8, 2026Jianbin Luo, Weibin Lin, Yiran Lin +2Multi-Agent LLM SystemsStructural Engineering

    College of Civil Engineering, Fuzhou University, Fuzhou, 350108, China

  10. StructureClaw: Traceable LLM Agents and an Executable Benchmark for Structural Engineering Workflows

    Jul 16, 2026Sizhong Qin, Yi Gu, Yao Jiang +13LLM Agent EvaluationAI Agent Benchmarks

  11. A Lightweight Multi-Agent Framework for Automated Concrete Barrier Design

    Jun 10, 2026Wanting Wang, Xiye Ma, Yuyang He +1Large Language Model-Guided OptimizationMulti-Agent LLMs

    College of Civil Engineering, Hunan University, Changsha, 410082, China

  12. Human-Enhanced Loop Modeling (HELM): Agent-Based Finite Element Modeling of Concrete Bridge Barriers

    Jun 10, 2026Quankai Wang, Yulin Xie, Tongfei Yang +2Human-in-the-Loop AIFinite Element Method

    Research Assistant, College of Civil Engineering, Hunan University, Changsha, 410082, China. · Assistant Professor, Department of Civil and Architectural Engineering, University of Miami, Coral Gables, FL 33146; School of Architecture, University of Miami, Coral Gables, FL 33146. · Associate Professor, College of Civil Engineering, Hunan University, Changsha 410082, China

  13. Agentic Large Language Models for Automated Structural Analysis of 3D Frame Systems

    Jun 2, 2026Ziheng Geng, Ian Franklin, Santiago Martinez +3Structural MechanicsStructural Engineering

    Department of Civil and Architectural Engineering, University of Miami, Coral Gables, FL 33146, USA · School of Architecture, University of Miami, Coral Gables, FL 33146, USA · HBC Engineering Company, Doral, FL 33178, USA +1

  14. Green Physics-Informed Machine Learning Models For Structural Health Monitoring

    Apr 30, 2026Daisy R Bradley, Elizabeth J CrossEnergy-Efficient MLPhysics-Informed ML

    University of Sheffield Sheffield, UK

  15. Automating Structural Analysis Across Multiple Software Platforms Using Large Language Models

    Apr 10, 2026Ziheng Geng, Jiachen Liu, Ian Franklin +3Code GenerationStructural Engineering

    Department of Civil and Architectural Engineering, University of Miami, Coral Gables, FL 33146, USA · HBC Engineering Company, Miami, FL 33178, USA · College of Civil Engineering, Hunan University, Changsha, 410082, China +2

  16. From Perception to Autonomous Computational Modeling: A Multi-Agent Approach

    Apr 8, 2026Daniel N. WilkeLLM AgentsMulti-Agent LLM Systems

    School of Mechanical, Industrial and Aeronautical Engineering, University of the Witwatersrand, Johannesburg, South Africa

  17. AutoSiMP: Autonomous Topology Optimization from Natural Language via LLM-Driven Problem Configuration and Adaptive Solver Control

    Mar 27, 2026Shaoliang Yang, Jun Wang, Yunsheng WangTopology OptimizationNatural Language to Optimization Modeling

    Santa Clara University, Santa Clara, CA

  18. Image-Based Structural Analysis Using Computer Vision and LLMs: PhotoBeamSolver

    Mar 22, 2026Altamirano-Muñiz Emilio FernandoStructural EngineeringStructural Mechanics

  19. A Novel Multi-Agent Architecture to Reduce Hallucinations of Large Language Models in Multi-Step Structural Modeling

    Mar 8, 2026Ziheng Geng, Jiachen Liu, Ran Cao +3Structural EngineeringMulti-Agent LLM Systems

    Department of Civil and Architectural Engineering, University of Miami, Coral Gables, FL 33146, USA · HBC Engineering Company, Miami, FL 33178, USA · College of Civil Engineering, Hunan University, Changsha, 410082, China +3

  20. A Dual-Graph Spatiotemporal GNN Surrogate for Nonlinear Response Prediction of Reinforced Concrete Beams under Four-Point Bending

    Mar 7, 2026Zhaoyang Ren, Qilin LiNeural Surrogate ModelingSpatiotemporal GNNs

    Discipline of Computing, School of Electrical Engineering, Computing and Mathematical Sciences, Curtin University, Australia

  21. BeamPERL: Parameter-Efficient RL with Verifiable Rewards Specializes Compact LLMs for Structured Beam Mechanics Reasoning

    Mar 4, 2026Tarjei Paule Hage, Markus J. BuehlerStructural EngineeringRL for Language Model Reasoning

    Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA · Department of Civil and Environmental Engineering, Department of Mechanical Engineering, Schwarzman College of Computing, Massachusetts Institute of Technology, Cambridge, MA, USA

  22. Monotropic Artificial Intelligence: Toward a Cognitive Taxonomy of Domain-Specialized Language Models

    Feb 27, 2026Antonio de Sousa Leitão Filho, Allan Kardec Duailibe Barros Filho, Fabrício Saul Lima +2Structural EngineeringLanguage Modeling

    Aia Context, São Luís, MA, Brazil · Federal University of Maranhão, São Luís, MA, Brazil