JAX-compatible thermodynamic property calculations.
Project description
JAXprop
jaxprop provides JAX-compatible thermodynamic property calculations with support for automatic differentiation, vectorization, and JIT compilation.
🔗 Docs: turbo-sim.github.io/jaxprop
📦 PyPI: pypi.org/project/jaxprop
Note: This project is based on the CoolProp library but is not affiliated with or endorsed by the CoolProp project.
Key features
- Compute and plot phase envelopes and spinodal lines for pure fluids.
- Evaluate thermodynamic properties from Helmholtz energy–based equations of state, including metastable states inside the two-phase region.
- Perform flash calculations for any input pair with a custom solver and user-defined initial guesses.
- Work with structured property dictionaries and immutable
FluidStateobjects. - Evaluate properties over arrays of input conditions for efficient parametric studies and plotting.
- Full JAX compatibility: supports
jit,grad,vmap, and parallel evaluation.
Installation
pip install jaxprop
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