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demos
demos
 
 
smalldata
smalldata
 
 
DL_DDAE.ipynb
DL_DDAE.ipynb
 
 
DL_PINN_tomo.ipynb
DL_PINN_tomo.ipynb
 
 
DL_PINN_tomo_pyekfmm.ipynb
DL_PINN_tomo_pyekfmm.ipynb
 
 
DL_PINN_tomo_pyekfmm_manyshots.ipynb
DL_PINN_tomo_pyekfmm_manyshots.ipynb
 
 
DL_denoise_real3D.ipynb
DL_denoise_real3D.ipynb
 
 
DL_denoise_real3D_erratic_noise.ipynb
DL_denoise_real3D_erratic_noise.ipynb
 
 
DL_denoise_recon_simple3D.ipynb
DL_denoise_recon_simple3D.ipynb
 
 
DL_denoise_simple2D.ipynb
DL_denoise_simple2D.ipynb
 
 
DL_denoise_simple2D_CCT.ipynb
DL_denoise_simple2D_CCT.ipynb
 
 
DL_denoise_simple2D_torch.ipynb
DL_denoise_simple2D_torch.ipynb
 
 
DL_denoise_simple3D.ipynb
DL_denoise_simple3D.ipynb
 
 
DL_eq_picking.ipynb
DL_eq_picking.ipynb
 
 
DL_eq_picking_comp.ipynb
DL_eq_picking_comp.ipynb
 
 
DL_eq_signalnoise.ipynb
DL_eq_signalnoise.ipynb
 
 
DL_eq_signalnoise_ntfa.ipynb
DL_eq_signalnoise_ntfa.ipynb
 
 
DL_eqcct.ipynb
DL_eqcct.ipynb
 
 
DL_eqcct_comp.ipynb
DL_eqcct_comp.ipynb
 
 
DL_eqcct_joint_or_PS.ipynb
DL_eqcct_joint_or_PS.ipynb
 
 
DL_fault_syn2d.ipynb
DL_fault_syn2d.ipynb
 
 
DL_fault_syn2d_visual.ipynb
DL_fault_syn2d_visual.ipynb
 
 
DL_inter_fx.ipynb
DL_inter_fx.ipynb
 
 
DL_interp_INR.ipynb
DL_interp_INR.ipynb
 
 
DL_interpretability_real3D_intermediate.ipynb
DL_interpretability_real3D_intermediate.ipynb
 
 
DL_interpretability_real3D_train.ipynb
DL_interpretability_real3D_train.ipynb
 
 
DL_interpretability_real3D_weights.ipynb
DL_interpretability_real3D_weights.ipynb
 
 
DL_interpretability_simple2D.ipynb
DL_interpretability_simple2D.ipynb
 
 
DL_salt_tgs2d.ipynb
DL_salt_tgs2d.ipynb
 
 
DL_well_4to1.ipynb
DL_well_4to1.ipynb
 
 
DL_well_4to1_depth.ipynb
DL_well_4to1_depth.ipynb
 
 
README.md
README.md
 
 
RF_EQlocation3D.ipynb
RF_EQlocation3D.ipynb
 
 

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mlnb

Notebook repository for geophysical/geo-scientific machine learning (ML)

These are "textbook" examples of geo-scientific ML I teach to students

Copyright: Yangkang Chen, UT-Austin

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Notebook repository for geophysical machine learning

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