10D emulator for the nonlinear matter power spectrum built on Goku simulations
Project description
GokuNEmu: A Neural Network Emulator Based on the Goku Simulation Suite
GokuNEmu is a neural network (NN) emulator for the nonlinear matter power spectrum, trained on simulations from the Goku suite using the T2N-MusE emulation technique (https://github.com/astro-YYH/T2N-MusE).
For details on the simulations, refer to our paper:
https://arxiv.org/abs/2501.06296
Installation via pip
pip install gokunemu
Usage
A brief example is provided in speed_benchmark.ipynb, demonstrating how to use GokuEmu for matter power spectrum predictions.
Citation
If you use GokuNEmu, please cite related papers:
https://arxiv.org/abs/2501.06296
License
This project is licensed under the MIT License.
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