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JAX-powered wind farm steady-state simulator and AEP estimator with bare metal performance on CPU/GPUs through JIT engine and native gradient support.

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simutisernestas/pixwake

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JAX-based Python library for fast and differentiable wind farm wake modeling. It is designed for applications, such as wind farm layout optimization, where both speed and gradient information are essential.

Installation

You can install pixwake and its dependencies using pip:

pip install -e .

Usage

Please refer to test files as they include common usage of the package.

Contributing

Please follow the guidelines in AGENTS.md when contributing to this project.

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JAX-powered wind farm steady-state simulator and AEP estimator with bare metal performance on CPU/GPUs through JIT engine and native gradient support.

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