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Yao Zhang's Projects

531w24 icon 531w24

DATASCI/STATS 531. Modeling and analysis of time series data.

dbie icon dbie

A GPU parallelized Direct Boundary Integral Equation methond for nonlinear force-free magnetic fields.

machine_learning_refined icon machine_learning_refined

Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).

mlgw_bns icon mlgw_bns

Accelerating gravitational wave template generation with machine learning.

mne-python icon mne-python

MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

pycbc-tutorials icon pycbc-tutorials

Learn how to use PyCBC to analyze gravitational-wave data and do parameter inference.

sa-pinns icon sa-pinns

Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]

sdodemo icon sdodemo

Demo code for miniature version of Solar Dynamics Observatory dataset

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