{"total":13,"rows":[{"id":"2405.03658","title":"A review on data-driven constitutive laws for solids","created":"2024-05-06","cited_by_count":35,"area":null},{"id":"2306.17525","title":"MeLM, a generative pretrained language modeling framework that solves forward and inverse mechanics problems","created":"2023-06-30","cited_by_count":29,"area":null},{"id":"2506.04375","title":"Solving engineering eigenvalue problems with neural networks using the Rayleigh quotient","created":"2025-06-04","cited_by_count":8,"area":null},{"id":"2301.02738","title":"LS-DYNA Machine Learning-based Multiscale Method for Nonlinear Modeling of Short Fiber-Reinforced Composites","created":"2023-01-06","cited_by_count":6,"area":null},{"id":"2305.16593","title":"A Multi-Resolution Physics-Informed Recurrent Neural Network: Formulation and Application to Musculoskeletal Systems","created":"2023-05-26","cited_by_count":6,"area":null},{"id":"2506.10352","title":"History-Aware Neural Operator: Robust Data-Driven Constitutive Modeling of Path-Dependent Materials","created":"2025-06-12","cited_by_count":5,"area":null},{"id":"2307.01937","title":"A Neural Network-Based Enrichment of Reproducing Kernel Approximation for Modeling Brittle Fracture","created":"2023-07-04","cited_by_count":4,"area":null},{"id":"2311.12915","title":"Neural-Integrated Meshfree (NIM) Method: A differentiable programming-based hybrid solver for computational mechanics","created":"2023-11-21","cited_by_count":4,"area":null},{"id":"2401.13282","title":"RefreshNet: Learning Multiscale Dynamics through Hierarchical Refreshing","created":"2024-01-24","cited_by_count":2,"area":null},{"id":"2401.08544","title":"N-Adaptive Ritz Method: A Neural Network Enriched Partition of Unity for Boundary Value Problems","created":"2024-01-16","cited_by_count":1,"area":null},{"id":"2309.13519","title":"Data-Driven Modeling of an Unsaturated Bentonite Buffer Model Test Under High Temperatures Using an Enhanced Axisymmetric Reproducing Kernel Particle Method","created":"2023-09-24","cited_by_count":0,"area":null},{"id":"2403.18310","title":"A thermodynamically consistent physics-informed deep learning material model for short fiber/polymer nanocomposites","created":"2024-03-27","cited_by_count":0,"area":null},{"id":"2602.07192","title":"Systematic Performance Assessment of Deep Material Networks for Multiscale Material Modeling","created":"2026-02-06","cited_by_count":0,"area":null}],"next_cursor":null}