シミュレーション

Overview of services that model the properties and structure of materials using GNNs to design new material...

Overview of building structure design using graph neural networks. Graph neural network (GNN)-based buildi...

Weather forecasting using graph neural networks. Weather forecasting using graph neural networks (GNNs) is...

Overview of counterfactual virtual learning using graph neural networks. Counterfactual learning (counterf...

Overview of Interaction Networks used for physical simulation. Interaction Networks (INs) will be a networ...

Overview of Graph Network-based Simulators Graph Network-based Simulators (GNS) provide a powerful tool fo...

Overview of GraphNetworks used for physics simulation. The application of Graph Networks in physical simul...

Physical Informed Neural Networks (PINNs) Overview Physically Informed Neural Networks (PINNs) are a com...

Overview of MeshGraphNets MeshGraphNets are a type of graph neural network (GNN) specialising in physical ...