scimlbenchmarks jl

We have hosted the application scimlbenchmarks jl in order to run this application in our online workstations with Wine or directly.

Quick description about scimlbenchmarks jl:

SciMLBenchmarks.jl holds webpages, pdfs, and notebooks showing the benchmarks for the SciML Scientific Machine Learning Software ecosystem.

Features:

• Benchmarks of equation solver implementations
• Speed and robustness comparisons of methods for parameter estimation / inverse problems
• Training universal differential equations (and subsets like neural ODEs)
• Training of physics-informed neural networks (PINNs)
• Surrogate comparisons, including radial basis functions, neural operators
• DeepONets, Fourier Neural Operators

Programming Language: Julia.
Categories: