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Built-in Simulators
Overview
Amr-Wind
CaNS
DualSPHysics
FDS (Fire Dynamics Simulator)
FVCOM
GROMACS
NWChem
OpenFOAM
OpenFAST
Quantum ESPRESSO
Reef3D
SCHISM
SPlisHSPlasH
SWAN (Simulating WAves Nearshore)
SWASH (Simulating WAves and Surf Hydrodynamics)
XBeach
Custom Docker Images
Quick Recipes
Run Multiple Simulations in Parallel
Manage Computational Resources
Set up an Elastic Machine Group
Set up an MPI Cluster
Manage Remote Storage
Manage Tasks
Manage and Retrieve Results
Reuse Files Across Multiple Simulations
Run a Benchmark
Synthetic Data for Physics-ML
Introduction
Setting Up the “Base Case”
Choosing your Hardware
Generalizing the “Base Case”
Testing the Impact of Hyperparameters
Benchmarking Computational Resources
Partial Differential Equations
The Heat Equation
Finite-Differences
Physics-Informed Neural Network
Generalized Neuro-Solver
Index
