Equivariant Neural Simulators for Stochastic Spatiotemporal Dynamics

Computer Science

• Neural Network 100%
• Numerical Methods 50%
• Function Approximation 50%
• Data-driven Simulation 50%
• Dynamical System 50%
• Probabilistic Modeling 50%

Mathematics

• Equivariant 100%
• Stochastics 100%
• Neural Network 22%
• Concludes 11%
• Approximation Function 11%
• Model Design 11%
• Numerical Methods 11%
• Uncertainty Quantification 11%
• Dimensional Dynamical System 11%
• Sample Efficiency 11%

Neuroscience

• Neural Network 100%