difflow
Builds, solves and differentiates chemical process flowsheets with difflow, the JAX differentiable flowsheet framework. Use when the user wants to simulate unit operations (CSTR, PFR, flash, distillation, heat exchangers, mixers, splitters, refinery, carbon capture, bioprocess, rare earth, gas or power networks), wire a flowsheet with recycles, take gradients or sensitivities with jax.grad, optimize a process, run technoeconomics, or fix a recycle that does not converge.
Source facts
- Repository
- jkitchin/differentiable-flowsheets
- Last source activity
- November 3, 2026 at 15:57
- Detected SKILL.md language
- English
- Stars
- 16
- Forks
- 1
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Source instructions · Read-only preview| name | difflow |
|---|---|
| description | Builds, solves and differentiates chemical process flowsheets with difflow, the JAX differentiable flowsheet framework. Use when the user wants to simulate unit operations (CSTR, PFR, flash, distillation, heat exchangers, mixers, splitters, refinery, carbon capture, bioprocess, rare earth, gas or power networks), wire a flowsheet with recycles, take gradients or sensitivities with jax.grad, optimize a process, run technoeconomics, or fix a recycle that does not converge. |
