Finite Element Method

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10 papers in the last four weeks, against 2 the four weeks before. 0.1% of all new papers.

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

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

    Department of Mechanical Engineering, South Dakota School of Mines and Technology, Rapid City, SD 57701, USA · Department of Mathematics, University of California, Los Angeles, Los Angeles, CA 90095, USA

  2. AFT Neural Function Approximators for 1D Nonlinear Force Laws

    Sep 24, 2026Miriam Goldack, Johann Groß, Malte Krack +1Nonlinear DynamicsFinite Element Method

    Technische Universität Berlin, Chair of Cyber-Physical Systems in Mechanical Engineering, Straße des 17. Juni 135, 10623 Berlin, Germany · University of Stuttgart, Institute of Aircraft Propulsion Systems, Pfaffenwaldring 6, 70569 Stuttgart, Germany

  3. Growth-Inspired Graph Generation and Inverse Design of Mechanical Lattices via Dot Matrices Database Augmentation and GCNN

    Sep 24, 2026Weiyun Xu, Jiamu LiuTopology OptimizationFinite Element Method

    Department of Civil and Environmental Engineering, University of Illinois Urbana-Champaign, Urbana, Illinois 61801, USA · State Key Laboratory of Clean and Efficient Turbomachinery Power Equipment, Department of Mechanical Engineering, Tsinghua University, Beijing, 100084, China

  4. KATOsuper: Surrogate-accelerated neural topology optimization with sensitivity-consistent Fourier neural operators

    Sep 23, 2026Shengyu Yan, Jasmin JelovicaTopology OptimizationFourier Neural Operators

    Department of Mechanical Engineering, The University of British Columbia, 6250 Applied Science Ln, Vancouver, V6T 1Z4, Canada · Department of Civil Engineering, The University of British Columbia, 6250 Applied Science Ln, Vancouver, V6T 1Z4, Canada

  5. DeepFEAv2: Deep Learning for Transient Finite Element Analysis Beyond Structured Meshes

    Sep 22, 2026Georgios Triantafyllou, Panagiotis G. Kalozoumis, Dimitris K. IakovidisFinite Element MethodSurrogate Models

    Department of Computer Science and Biomedical Informatics, University of Thessaly, 2-4 Papasiopoulou st. 35131, Lamia, Greece

  6. Beyond PINNs: A Unified Gauss--Newton and Petrov--Galerkin Framework for Neural and Hybrid PDE Solvers

    Sep 17, 2026Nilo Schwencke, Roland MaierVariational FormulationNeural Partial Differential Equation Solvers

  7. Seismic Site Response Prediction from Sparse Observations Using Finite-Element-Pretrained Latent Dynamics

    Sep 17, 2026Yi Zhu, Su Chen, Xiaojun LiFull Waveform InversionFinite Element Method

    State Key Laboratory of Bridge Safety and Resilience, Beijing University of Technology Beijing 100124, China

  8. HGTO: A Unified Graph-Based Physics-Informed Formulation for Structural Topology Optimization

    Sep 14, 2026Kangzheng Liu, Uday Kumar Punna, Leixin MaTopology OptimizationFinite Element Method

    School for Engineering of Matter, Transport and Energy, Arizona State University, Tempe, 85287, AZ, USA

  9. LiftGCN: Efficient Energy-Preserving Graph Learning via Joukowski Spectral Lifting for Finite Element Stress Prediction

    Sep 14, 2026Chen Zeng, Qiao WangFinite Element MethodGraph Representation Learning

    School of Information Science and Engineering, Southeast University · School of Economics and Management, Southeast University

  10. Quasi-static analysis of passive stability in a novel underactuated multi-finger hand

    Sep 11, 2026Léonie Plancoulaine (LS2N - équipe RoMas, LS2N), Sylvain Guégan (IRCCyN) +4Robotic HandsUnderactuated Dynamics

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

    Sep 2, 2026Changjian Zhou, Negin Yousefpour, Jie Qi +3Physics SimulationRigid-Body Dynamics

    Faculty of Engineering and IT, The University of Melbourne · School of Computing, National University of Singapore · Norwegian Geotechnical Institute

  12. CADEngBench: It Looks Like CAD, but Does It Work? Evaluating Parametric Design, Assembly Reasoning, and Physics Simulation

    Aug 10, 2026Harmanjot Singh, Abhra Dubey, Jorge Alejandro Amador HerreraComputer-Aided Design ObjectsImage-To-Cad Generation

    Mohamed Bin Zayed University of Artificial Intelligence · Abu Dhabi, UAE

  13. Explicit and Stable Pseudospectral Time-Domain Method for the Föppl-von Kármán Equations

    Aug 6, 2026Victor Zheleznov, Stefan BilbaoFinite Element MethodSpectral Representation Method

    Acoustics and Audio Group, University of Edinburgh, Edinburgh, UK · STMS (UMR9912), IRCAM, CNRS, Sorbonne Universit´e, Paris, France

  14. Discrete energy as an exact label-free training objective for finite-element surrogates

    Aug 5, 2026Ruifeng Cao, Xidan SongFinite Element MethodSurrogate Models

    The University of Manchester · The University of Manchester, Manchester, United Kingdom · Wuhan University +1

  15. CTRAG: An In-Context Retrieval-based Framework for Automated Compliance Checking using LLMs

    Aug 3, 2026Muhammad Roman, Karen Rafferty, Barry DevereuxComplianceAI Trustworthiness

    Bristol Research and Innovation Laboratory (BRIL), Toshiba Europe Ltd., Bristol, United Kingdom · Queen’s University Belfast, United Kingdom

  16. Convex Neural Energy Elements: Monolithic Finite-Element Assembly of Geometry-Parameterized Neural Operators with Stability and Error Guarantees

    Aug 3, 2026Hongyue Jiang, Jianjiang Zhan, Chenzhuo Zhang +1Neural OperatorsFinite Element Method

    School of Civil and Hydraulic Engineering, Huazhong University of Science and Technology, Wuhan, 430074, China · National Center of Technology Innovation for Digital Construction, Huazhong University of Science and Technology, Wuhan, 430074, China

  17. Spline-Based Boundary Representations for Sparse View Reconstruction and Simulation Using Isogeometric Analysis

    Jul 28, 2026Davor Dobrota, Vsevolod Skorokhodov, Chenghao Xu +2SplinesFinite Element Method

    Schindler Lab EPFL, Schindler AG, EPFL Innovation Park, Lausanne, 1015, Vaud, Switzerland. · Chair of Numerical Modelling and Simulation, ´Ecole polytechnique f´ed´erale de Lausanne, Station 8, Lausanne, 1015, Vaud, Switzerland. · Intelligent Maintenance and Operating Systems Lab, ´Ecole polytechnique f´ed´erale de Lausanne, Station 18, Lausanne, 1015, Vaud, Switzerland.

  18. SpectONet: A Physics-Guided Spectral Deep Operator Network for Euler-Bernoulli Beam Dynamics

    Jul 28, 2026Shivani Saini, Ramesh Kumar Vats, Arup Kumar SahooVibrationFinite Element Method

    Department of Mathematics and Scientific Computing, National Institute of Technology Hamirpur, 177005, Himachal Pradesh, India · The Hatter Department of Marine Technologies, Leon H. Charney School of Marine Sciences, University of Haifa, 3498838, Haifa, Israel

  19. Fourier Feature Physics-Informed Neural Networks for Elasto-Plastic Analysis of Geomaterials with a Non-Associative Mohr-Coulomb Model

    Jul 27, 2026Apisit Robjanghvad, Sompote YouwaiFinite Element MethodParametric Physics-Informed Neural Network

    AI research group, Department of Civil Engineering, Faculty of Engineering, King Mongkut’s University of Technology Thonburi, Thailand

  20. Interval and fuzzy physics-augmented neural networks (iPANN and fPANN) for uncertainty quantification and propagation in constitutive modeling

    Jul 22, 2026Somesh Pratap Singh, Govinda Anantha Padmanabha, Jingye Tan +4Parametric Physics-Informed Neural NetworkFinite Element Method

    Sibley School of Mechanical and Aerospace Engineering, Cornell University, Ithaca, 14853, NY, USA · Ecole Polytechnique Federale de Lausanne (EPFL), 1015, Lausanne, Switzerland · Department of Aerospace and Mechanical Engineering, University of Southern California, Los Angeles, 90007, CA, USA +2

  21. Accounting for Hysteresis and Eddy Currents in Finite Element Simulations of Ferromagnetic Laminated Cores using a Recurrent Neural Network

    Jul 15, 2026Florent Purnode, Louis Denis, François Henrotte +2Magnetic Tunnel JunctionRecurrent Neural Networks

    Department of Electrical Engineering and Computer Science, University of Liege, Belgium

  22. When is the combined load identifiable from a stress-intensity profile? A coupled forward-inverse study on SIFBench finite-element data

    Jul 12, 2026Giansalvo Cirrincione, Filippo GrassiaInverse ProblemFinite Element Method

    Laboratory of Innovative Technologies (LTI, EA 3899), Université de Picardie Jules Verne, Amiens, 80025, France

  23. Learning Physics-Informed Surrogate Model of Linear Elastic Displacement Fields from Geometry

    Jul 10, 2026Rodolphe Barlogis, Ferhat Tamssaouet, Quentin Falcoz +1Finite Element MethodSurrogate Models

    PROMES-CNRS, Universit´e Perpignan Via Domitia (UPVD), Perpignan, France · LAAS-CNRS, Universit´e de Toulouse (UT), Toulouse, France

  24. GReFEM: Multimodal LLMs as Zero-Shot Semantic Assistants for Physics-Guided 3D Mesh Refinement

    Jul 8, 2026Kartik Bali, Mahish K. Guru, Christian J Cyron +1Finite Element MethodMultimodal Large Language Models

    Institute of Material Systems Modeling Helmholtz Zentrum Hereon Max-Planck-Straße 1, 21502 Geesthacht · Institute of Material and Process Design Helmholtz Zentrum Hereon Max-Planck-Straße 1, 21502 Geesthacht · Data-Driven Simulation and Analysis in Materials Science German Research Center for Artificial Intelligence Campus D3 2, 66123 Saarbrücken

  25. A Physics-Informed Neural Network Framework for Elastodynamic Wave Propagation in Bimaterial Systems

    Jul 7, 2026Sonal Ankush Chibire, Jenn-Terng Gau, Bo ZhangParametric Physics-Informed Neural NetworkFinite Element Method

    Department of Mechanical Engineering, Northern Illinois University, 1425 W Lincoln Hwy, DeKalb, 60115, IL, USA.

  26. X-FEMR: A Token-level Explainable Approach for Electronic Health Records Foundation Models using Transformer-based Models

    Jul 7, 2026Jie Huang, Pengfei Yin, Zihan Xu +3Medical World ModelExplainability

    School of Computing and Information Systems, University of Melbourne, Melbourne, Australia · Department of General Medicine, Royal Melbourne Hospital Melbourne, Australia

  27. SplineNet: An Isogeometric Deep Learning Method for Complex Shells

    Jul 7, 2026Shizhou Luo, Xiaodong WeiGeometric Deep LearningSplines

    Global College, Shanghai Jiao Tong University, Shanghai, 200240, China.

  28. PDEFlow: Autonomous Agentic PDE Pipelines for Neural Operator Learning and Solver-Free Inference

    Jul 6, 2026Akshat Jani, Prathamesh Gadekar, Sakhinana Sagar Srinivas +1Neural Partial Differential Equation SolversNeural Operators

    Tata Research Development and Design Center, Pune, India 411057

  29. SoftVTBench: A Safety-Aware Visuo-Tactile Benchmark for Physically Constrained Robotic Manipulation of Deformable Objects

    Jul 5, 2026Bowen Jing, Mingxin Wang, Ruiyang Hao +15Deformable Linear ObjectsTactile

    Tuojing Intelligence · Tsinghua University · King’s College London +10

  30. SeqGPT: A Constrained Transformer Agent for the Inverse Designof Multi-Panel Composite Structures

    Jul 3, 2026Driss Chraibi, Alejandro García Pis, Stéphane Grihon +1Generative Inverse DesignBeam Search

    Toulouse INP · Airbus Operations SAS, Toulouse, France · IRIT +1

  31. Scalable Maximal Frequent Episode Mining with Desbordante

    Jul 3, 2026Maxim Ivanov, Matvei Smirnov, Alisa Strazdina +1Data MiningProfiling

    Desbordante Team Saint Petersburg, Russia · Saint Petersburg State University Saint Petersburg, Russia

  32. 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

    Siemens Digital Industries Software, Interleuvenlaan 68, 3001 Leuven, Belgium · KU Leuven, Campus Diepenbeek, Department of Mechanical Engineering Wetenschapspark 27, B-3590, Diepenbeek, Belgium · Siemens Digital Industries Software, Jul 3-1-9 Shin-Yokohama, Yokohama 222-0033, Japan

  33. Interface-Aware Neural Newton Preconditioning for Robust Cohesive Zone Model Simulations

    Jun 30, 2026Zhangyong Liang, Huanhuan GaoFinite Element MethodSpectral Preconditioning

    National Center for Applied Mathematics, Tianjin University, Tianjin, 300072, China · School of Mechanical and Aerospace Engineering, Jilin University, Renmin Street 5988, 130025, Changchun, China

  34. Hybrid Unet-Transformer Model for Generating Stress and Strain Fields from Composite Geometrics

    Jun 30, 2026Shrey PatelPorous MediaFinite Element Method

    University of Maryland-College Park United States of America

  35. Implementation of Hyperelastic Physics-Augmented Neural Networks in the Explicit Finite Element Codes Simcenter Radioss and OpenRadioss with Applications to Impact Events

    Jun 29, 2026Lukas Maurer, Sascha Eisenträger, Marian Bulla +1Finite Element MethodParametric Physics-Informed Neural Network

    Institute of Materials, Technologies and Mechanics Otto von Guericke University Magdeburg Magdeburg, D-39106 · Siemens Digital Industries Am Kabellager 9 Köln, D-51063

  36. On Surrogate Modeling of Static Response of AM Short-Fiber Thermoplastics Using Graph Neural Networks

    Jun 27, 2026Pharindra Pathak, Vipin Kumar, Trenton M. Ricks +2Porous MediaFinite Element Method

    Auburn University, Oakridge National Lab, NASA Glenn Research Center, Auburn University, Auburn University · Graduate Student, Department of Aerospace Engineering, Auburn University, Auburn, AL · Sr. R&D Staff Member, Manufacturing Science Division, ORNL, Knoxville, TN +3

  37. Attention mechanism for scalable mesh-based neural surrogates of free-surface fluids

    Jun 22, 2026Federico Lanteri, Massimiliano CremonesiFluid DynamicsSurrogate Models

    Department of Civil and Environmental Engineering, Politecnico di Milano Piazza Leonardo da Vinci, 32, 20133, Milano, Italy

  38. Physics-Guided Dual-Stream Heterogeneous Graph Neural Network for Predicting Full-Field Structural Response of Stiffened Panels

    Jun 18, 2026Yuecheng Cai, Jasmin JelovicaFinite Element MethodGraph Neural Networks

    Department of Mechanical Engineering, The University of British Columbia, Vancouver, BC V6T 1Z4, Canada · Department of Civil Engineering, The University of British Columbia, Vancouver, BC V6T 1Z4, Canada

  39. TaCauchy: An Extensible FEM Framework for Vision-Based Tactile Simulation

    Jun 18, 2026Hengfei Zhao, Yifan Xie, Junhao Gong +6TactileForce

    Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, China · Huawei Inc., Shenzhen, China

  40. Adaptive Distance-Aware Trunk Deep Operator Learning for Long-Span Roadway Bridges

    Jun 18, 2026Bilal Ahmed, Diab W. Abueidda, Waleed El-Sekelly +2Missing BridgeFinite Element Method

    Civil and Urban Engineering Department, New York University Abu Dhabi, United Arab Emirates · New York University Abu Dhabi, United Arab Emirates · Department of Structural Engineering, Mansoura University, Mansoura, Egypt

  41. eCNNTO: A Highly Generalizable ConvNet for Accelerating Topology Optimization

    Jun 18, 2026Shengbiao Lu, Xiaodong WeiTopology OptimizationFinite Element Method

    Global college, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai, 200240, Shanghai, China

  42. MR-GVNO: A Geometry-Aware Variational Physics-Informed Neural Operator for Mindlin-Reissner Plates on Irregular Domains

    Jun 15, 2026Siqi Wang, Daobo Sun, Yizheng Wang +4Finite Element MethodGeometry-Aware

    Institute of Computational Mechanics × AI & College of Intelligent Robotics and Advanced Manufacturing, Fudan University, Shanghai 200433, China · School of Aerospace Engineering, Xiamen University, Xiamen 361102, China · Department of Engineering Mechanics, Tsinghua University, Beijing, 100084, China +2

  43. Separable Neural Architectures as Physical World Models: from Mathematical Theory to Applications

    Jun 12, 2026Reza T Batley, Andrew Kichline, Sourav SahaNeural Partial Differential Equation SolversPartial Differential Equations

    Kevin T. Crofton Department of Aerospace and Ocean Engineering, Virginia Polytechnic Institute and State University, 1600 Innovation Drive, Blacksburg, 24060, VA, United States

  44. CANN-EUCLID: unsupervised constitutive artificial neural network model discovery from full-field data

    Jun 12, 2026Benjamin Alheit, Siddhant Kumar, Mathias PeirlinckFinite Element MethodStress

    Department of BioMechanical Engineering, Faculty of Mechanical Engineering, Delft University of Technology · Department of Material Science Engineering, Faculty of Mechanical Engineering, Delft University of Technology

  45. A Hybrid GNN-FEM Framework for Phase-Field Fracture Simulation. Physics-Preserving Hybridization for Generalizable Surrogate Modeling

    Jun 12, 2026Hyeonbin Moon, Yongjin Choi, Seunghwa RyuFinite Element MethodSurrogate Models

    Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, 34141, Republic of Korea · KAIST InnoCORE PRISM-AI Center, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, 34141, Republic of Korea · Department of AX, College of AI, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, 34141, Republic of Korea

  46. Physics-Informed Discovery of Yield Functions in Plasticity via Convex Neural Representations

    Jun 12, 2026Hyeonbin Moon, Donghyuk Cho, Jecheon Yu +2Finite Element MethodPhysics-Informed Learning

    Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, 34141, Republic of Korea · School of Engineering, Deakin University, 75 Pigdons Road, Waurn Ponds, Victoria, 3216, Australia · KAIST InnoCORE PRISM-AI Center, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, 34141, Republic of Korea +1

  47. Robin-Neumann Coupling of PINN and FEM Solvers: A Steklov-Poincaré View, with Application to Fluid-Structure Interaction with Contact

    Jun 12, 2026Mikel LandajuelaParametric Physics-Informed Neural NetworkFinite Element Method

    Lawrence Livermore National Laboratory

  48. FEMOT: Multi-Object Tracking using Frame and Event Cameras

    Jun 12, 2026Shiao Wang, Xiao Wang, Chao Wang +6Multi-Object TrackingMotion Estimation

    School of Computer Science and Technology, Anhui University, Hefei, 230601, China. · 2Peng Cheng Laboratory, Shenzhen, China. · 5Harbin Institute of Technology, Shenzhen, China. +2

  49. 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-LoopFinite 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

  50. Structure-Preserving Neural Surrogates with Tractable Uncertainty Quantification

    Jun 10, 2026Handi Zhang, Adrienne M. Propp, Brooks Kinch +2Reduced-Order ModelsUncertainty Quantification

    Applied Mathematics and Computational Science, University of Pennsylvania, Philadelphia, PA, USA · Institute for Computational and Mathematical Engineering, Stanford University, Stanford, CA, USA · Mechanical Engineering and Applied Mechanics, University of Pennsylvania, Philadelphia, PA, USA +1

  51. A Constrained Natural-Language Interface for Variational Multi-Physics Finite Element Simulations in FEniCS

    Jun 9, 2026Nilay Upadhyay, Wesley F. ReinhartFinite Element MethodPhysics Simulation

    Department of Engineering Science and Mechanics, The Pennsylvania State University, University Park, PA 16802, USA · Department of Materials Science and Engineering, The Pennsylvania State University, University Park, PA 16802, USA

  52. Non-linear mechanical field reconstruction coupling recurrent neural networks with physics-informed graph neural networks

    Jun 9, 2026Manuel Ricardo Guevara Garban, Yves Chemisky, Étienne Prulière +3Finite Element MethodPorous Media

    Univ. Bordeaux, CNRS, Bordeaux INP, I2M, UMR 5295, Talence, France · Univ. Bordeaux, CNRS, Bordeaux INP, LaBRI, UMR 5800, Talence, France · Institute of Mechanics and Fluid Dynamics, TU Bergakademie Freiberg, Freiberg, 09599, Germany +2

  53. Mesh Graph Neural Network Framework for Accelerating Finite Element Simulation for Arbitrary Geometries

    Jun 6, 2026Josiah D. Kunz, Kamal ChoudharyFinite Element MethodSurrogate Models

    Illinois College, Jacksonville, IL, USA · Department of Materials Science and Engineering, Whiting School of Engineering, The Johns Hopkins University, Baltimore, MD 21218, USA

  54. Optimal Design and Analytical Modeling of a Soft Fin-Ray Effect Gripper Finger Using the Finite Rigid Elements Method

    Jun 2, 2026Sara Adeli, Hassan SayyaadiGripperFinite Element Method

    Mechanical Engineering Department at Sharif University of Technology, Tehran, Iran

  55. Critical evaluation of PINN for FWD inverse analysis and differentiable FEM as an alternative

    Jun 2, 2026Yongjin Choi, Hyeonbin Moon, Seunghwa RyuParametric Physics-Informed Neural NetworkFinite Element Method

    KAIST InnoCORE PRISM-AI Center, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, 34141, Republic of Korea · Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, 34141, Republic of Korea · School of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, 30332, GA, USA

  56. PINNOCHIO: Physics-Informed Neural Network for Coupled Hyperelastic Interface-Volume Simulation in Orthognathic Surgery

    Jun 1, 2026Jungwook Lee, Daeseung Kim, Kevin Gu +6Parametric Physics-Informed Neural NetworkOcclusal Constraint

    Department of Biomedical Engineering and Center for Biotechnology and Interdisciplinary Studies, Rensselaer Polytechnic Institute, Troy, NY 12180, USA · Department of Oral and Maxillofacial Surgery, Houston Methodist Research Institute, Houston, TX 77030, USA · Department of Neurosurgery, Baylor College of Medicine, Houston, TX 77030, USA

  57. A Multi-AI-agent Framework Enabling End-to-end Finite Element Analysis for Solid Mechanics Problems

    May 28, 2026Titu Ranjan Sarker, Muhammed Jawaad Zulqernine, Ling Yue +3Finite Element MethodEngineering

    University of Texas at Arlington, Arlington, TX 76010, USA · Rensselaer Polytechnic Institute, Troy, NY 12180, USA · Institute for Predictive Performance Methodologies, Fort Worth, TX 76118, USA

  58. FreeForm: Reduced-Order Deformable Simulation from Particle-Based Skinning Eigenmodes

    May 28, 2026Donglai Xiang, Vismay Modi, Rishit Dagli +5Finite Element MethodReduced-Order Models

    NVIDIA · 1NVIDIA · University of Toronto

  59. VFEAgent: A Multimodal Agent Framework for End-to-End Automated Finite Element Analysis

    May 27, 2026Jiachen Zhang, Junyi Lao, Chenghao Liu +5Finite Element MethodEngineering

    Peking University · China Agricultural University · 1Peking University +1

  60. WINO: A Weak-Form Physics Informed Neural Operator for Hyperelasticity on Variable Domains

    May 23, 2026Bokai Zhu, Qinghui Zhang, Timon RabczukFinite Element MethodNeural Operators

    School of Science, Harbin Institute of Technology, Shenzhen, P. R. China. · School of Science, Harbin Institute of Technology, Shenzhen, Guangdong. · Institute of Structural Mechanics, Bauhaus-Universität Weimar, Weimar, 99423, Germany.