symbench/Anvil
An open-source SciML tool for automated design evaluation & optimization using CFD based analysis
This tool helps engineers automatically evaluate and optimize designs using computational fluid dynamics (CFD) analysis. You provide a design's CAD file and desired experiment settings, and it can run CFD simulations, generate data for various design variations, or optimize designs to meet specific performance goals. It's ideal for aerospace, automotive, or marine engineers working on fluid dynamics problems.
No commits in the last 6 months.
Use this if you need to quickly assess, explore, or optimize complex designs requiring CFD analysis without deep expertise in CFD software.
Not ideal if you need to run CFD on operating systems other than Ubuntu, or if you prefer manual, highly customized control over every aspect of your CFD setup.
Stars
17
Forks
3
Language
Python
License
GPL-3.0
Category
Last pushed
Jul 28, 2023
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/symbench/Anvil"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
SimonBlanke/Gradient-Free-Optimizers
Lightweight optimization with local, global, population-based and sequential techniques across...
Gurobi/gurobi-machinelearning
Formulate trained predictors in Gurobi models
emdgroup/baybe
Bayesian Optimization and Design of Experiments
heal-research/pyoperon
Python bindings and scikit-learn interface for the Operon library for symbolic regression.
simon-hirsch/ondil
A package for online distributional learning.