Invitation to Join Kaggle Competition on Machine Learning & Geophysical Waveform Inversion

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Lin, Youzuo

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Apr 14, 2025, 1:46:14 PM4/14/25

to earthscop...@earthscope.org, Meliss...@earthscope.org

Dear Earth Science Community,

Apologies for the cross-posting. Please consider participating in our recently launched Kaggle competition on Machine Learning and Geophysical Waveform Inversion.

Thank you!

Best regards,
Youzuo

Yale/UNC-CH - Geophysical Waveform Inversion Kaggle Competition

Join the Yale/UNC-CH Geophysical Waveform Inversion Competition on Kaggle where entrants will estimate subsurface properties—like velocity maps—from on seismic waveform data. This competition challenges you to bridge current gaps in seismic analysis by combining physics and machine learning to advance FWI. Success here could transform not only subsurface energy exploration but also a wide range of applications, from medical diagnostics to non-destructive material testing—anywhere precise imaging matters.

Entry Deadline: June 23, 2025

Link: https://www.kaggle.com/competitions/waveform-inversion/

Prizes: