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Tonal noise prediction of rotors with uniform inflow.

This repository is to brainstorm,and organize ideas to apply machine learning algorithms to meaningful biological problems. One of our focus is predicting genetic/physical interactions between unknown genes pairs in budding yeast. We would like to extend this analysis to multiple knockout mutants.

This repository contains the code and results related to the manuscript "Short- and long-term prediction of chaotic flows: A physics-constrained reservoir computing approach" by N.A.K. Doan, W. Polifke and L. Magri.

This contains codes and workflows for data analysis regarding SATAY experiments.

Code for SIGGRAPH paper CNNs on Surfaces using Rotation-Equivariant Features

The implemented OpenFoam-v1806 boundary condition provides a total pressure condition limited by the Hertz-Knudsen-Langmuir relation.

Various scripts for analyzing flow data (e.g., for obtaining flow sizes and flow inter-arrival times).