{"total":18,"rows":[{"id":"2211.08064","title":"Physics-Informed Machine Learning: A Survey on Problems, Methods and Applications","created":"2022-11-15","cited_by_count":92,"area":null},{"id":"2103.16564","title":"Grounding Physical Concepts of Objects and Events Through Dynamic Visual Reasoning","created":"2021-03-30","cited_by_count":68,"area":null},{"id":"2203.16797","title":"When Physics Meets Machine Learning: A Survey of Physics-Informed Machine Learning","created":"2022-03-31","cited_by_count":65,"area":null},{"id":"2110.15358","title":"Dynamic Visual Reasoning by Learning Differentiable Physics Models from Video and Language","created":"2021-10-28","cited_by_count":55,"area":null},{"id":"2110.02951","title":"Video Autoencoder: self-supervised disentanglement of static 3D structure and motion","created":"2021-10-06","cited_by_count":34,"area":null},{"id":"2212.06202","title":"Doubly Right Object Recognition: A Why Prompt for Visual Rationales","created":"2022-12-12","cited_by_count":29,"area":null},{"id":"2104.05107","title":"Towards a Collective Agenda on AI for Earth Science Data Analysis","created":"2021-04-11","cited_by_count":27,"area":null},{"id":"2412.01800","title":"PhysGame: Uncovering Physical Commonsense Violations in Gameplay Videos","created":"2024-12-02","cited_by_count":22,"area":null},{"id":"2202.06481","title":"A Survey on Machine Learning Approaches for Modelling Intuitive Physics","created":"2022-02-14","cited_by_count":20,"area":null},{"id":"2109.04683","title":"PIP: Physical Interaction Prediction via Mental Simulation with Span Selection","created":"2021-09-10","cited_by_count":8,"area":null},{"id":"2207.02272","title":"Pretraining on Interactions for Learning Grounded Affordance Representations","created":"2022-07-05","cited_by_count":5,"area":null},{"id":"2209.09115","title":"Compositional Law Parsing with Latent Random Functions","created":"2022-09-15","cited_by_count":3,"area":null},{"id":"2205.01314","title":"Distilling Governing Laws and Source Input for Dynamical Systems from Videos","created":"2022-05-03","cited_by_count":2,"area":null},{"id":"2505.22861","title":"Causal-PIK: Causality-based Physical Reasoning with a Physics-Informed Kernel","created":"2025-05-28","cited_by_count":2,"area":null},{"id":"2106.04776","title":"Uncovering Closed-form Governing Equations of Nonlinear Dynamics from Videos","created":"2021-06-09","cited_by_count":1,"area":null},{"id":"2209.11693","title":"T3VIP: Transformation-based 3D Video Prediction","created":"2022-09-19","cited_by_count":1,"area":null},{"id":"2604.03266","title":"Emergent Compositional Communication for Latent World Properties","created":"2026-03-18","cited_by_count":1,"area":null},{"id":"2101.06573","title":"Understanding in Artificial Intelligence","created":"2021-01-17","cited_by_count":0,"area":null}],"next_cursor":null}