1. Interaction networks for learning about objects, relations and physics;Battaglia
2. Learning physical graph representations from visual scenes;Bear
3. Improving Deep Learning Models via Constraint-Based Domain Knowledge: A Brief Survey;Borghesi,2020
4. Deep learning for physical processes: incorporating prior scientific knowledge
5. Dynamic Visual Reasoning by Learning Differentiable Physics Models from Video and Language;Ding;Advances in Neural Information Processing Systems,2021