python Combination of simulation and machine learning and various implementation examples
About Simulation and Machine Learning
Simulation involves modeling a real-world system or process and ex...
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python python Overview of services that model each stage of the manufacturing process using GNNs to optimise the design and operation of production lines.
Overview of services that model each stage of the manufacturing process using GNNs to optimise the design a...
python Overview of services that model the properties and structure of materials using GNNs to design new materials and predict their properties.
Overview of services that model the properties and structure of materials using GNNs to design new material...
python Overview of building structure design using graph neural networks and related algorithms and implementation examples.
Overview of building structure design using graph neural networks.
Graph neural network (GNN)-based buildi...
python Overview of weather forecasting using graph neural networks and related algorithms and implementation examples.
Weather forecasting using graph neural networks.
Weather forecasting using graph neural networks (GNNs) is...
python Overview of counterfactual virtual learning using graph neural networks, related algorithms and implementation examples.
Overview of counterfactual virtual learning using graph neural networks.
Counterfactual learning (counterf...
python Overview of Interaction Networks used in physical simulation and examples of related algorithms and implementations.
Overview of Interaction Networks used for physical simulation.
Interaction Networks (INs) will be a networ...
python Overview of Graph Network-based Simulators and examples of algorithms and implementations.
Overview of Graph Network-based Simulators
Graph Network-based Simulators (GNS) provide a powerful tool fo...
python Overview of GraphNetworks used for physics simulation, algorithms and examples of implementation.
Overview of GraphNetworks used for physics simulation.
The application of Graph Networks in physical simul...
python Overview of Physically Informed Neural Networks (PINNs) and examples of algorithms and implementations.
Physical Informed Neural Networks (PINNs) Overview
Physically Informed Neural Networks (PINNs) are a com...