flow
Physical process simulator
An implementation of a deep learning model for simulating physical processes in a way that integrates prior scientific knowledge
Implementation of our ICLR paper: https://openreview.net/pdf?id=By4HsfWAZ
54 stars
4 watching
17 forks
Language: Python
last commit: over 5 years ago Related projects:
Repository | Description | Stars |
---|---|---|
open-atmos/pysdm | An atmospheric modeling package for simulating particle dynamics in moist air using the Super-Droplet Method | 60 |
calebbell/fluids | A comprehensive Python library for simulating fluid dynamics in various engineering fields. | 364 |
e2niee/pandapipes | A tool for simulating multi-energy grids by calculating pipe flows in various energy systems. | 151 |
pavelblend/blender-jet-fluids-addon | An integration tool for simulating fluid dynamics within Blender | 96 |
deqitang/pymatflow | Automates preparation and submission of DFT calculations for materials science simulations | 6 |
dos-group/leaf | Simulates energy consumption in computing environments | 107 |
benma/pysph | A Python implementation of smooth particle hydrodynamics fluid simulation with screen space rendering capabilities | 110 |
jolibrain/fluidnet_cxx | An implementation of a fluid simulation method using convolutional neural networks to accelerate Eulerian fluid dynamics. | 51 |
modflowpy/flopy | A Python package to create and run MODFLOW-based models | 529 |
waterfutures/epyt-flow | Provides high-level interface and tools for generating hydraulic and water quality scenario data | 20 |
passah2o/dorado | A tool for simulating particle transport in 2D shallow-water hydrodynamic models using a weighted random walk methodology. | 58 |
dos-group/vessim | A co-simulation framework for modeling complex energy systems and their interactions with computing systems. | 51 |
parflow/parflow | A parallel watershed flow model that simulates coupled surface–subsurface flows and land-surface processes. | 168 |
thetisproject/thetis | A Python-based tool for simulating complex fluid dynamics in coastal and estuarine environments. | 71 |
3d-e-chem/3d-e-chem-vm | A virtual machine with pre-installed software and sample data for running 3D-e-Chem workflow simulations. | 16 |