PhD Physics | Former LIGO Scientific Collaboration Member | Machine Learning Expert | Astrophotographer
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Independent Researcher
- Vancouver WA
- jerichocain.com
- https://app.astrobin.com/u/milkywaytransit#gallery
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cwt-lstm-ae-grav-wav
cwt-lstm-ae-grav-wav PublicAdvanced ML pipeline that detects gravitational wave signals in LIGO noise data through continuous wavelet transform preprocessing and LSTM autoencoder anomaly detection. Validated on H1-O4 run det…
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cwt-manifold-grav-wav
cwt-manifold-grav-wav PublicManifold learning approach for detecting resolvable gravitational wave sources in LISA confusion noise using CNN autoencoders and continuous wavelet transforms.
Python
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lisa-cwt-oneclass-likelihood
lisa-cwt-oneclass-likelihood PublicReproducible benchmark for one-class gravitational-wave detection in confusion-limited LISA data using CWT latent representations and likelihood-based scoring.
Python
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