SymAE: An autoencoder with embedded physical symmetries for passive time-lapse monitoring

P. Bharadwaj, Li, M. T. C. , and Demanet, L. , “SymAE: An autoencoder with embedded physical symmetries for passive time-lapse monitoring”, in SEG Technical Program Expanded Abstracts 2020, Virtual, 2020.

Low SNR microseismic detection using direct P-wave 1 arrival polarization

Y. Mukuhira, Poliannikov, O. V. , Fehler, M. , and Moriya, H. , “Low SNR microseismic detection using direct P-wave 1 arrival polarization”, Bulletin of the Seismological Society of America, In Press.

Bayesian deep learning and uncertainty quantification applied to induced seismicity locations in the Groningen gas field in the Netherlands What do we need for safe AI?

C. Gu, Marzouk, Y. , and Toksoz, M. N. , “Bayesian deep learning and uncertainty quantification applied to induced seismicity locations in the Groningen gas field in the Netherlands What do we need for safe AI?”, in SEG Technical Program Expanded Abstracts 2019S, San Antonio, Texas, 2019.

Monitoring of fields using body and surface waves reconstructed from passive seismic ambient noise

D. Bevc, Nedorub, O. , Brenguier, F. , Mordret, A. , Lynch, R. , Courbis, R. , Campbell, X. , Boué, P. , Chmiel, łgorzata, Mao, S. , Takano, T. , Lecocq, T. , Van der Veen, W. , Postif, S. , and Hollis, D. , “Monitoring of fields using body and surface waves reconstructed from passive seismic ambient noise”, in SEG Technical Program Expanded Abstracts 2019, San Antonio, Texas, 2019.

Focused Blind Deconvolution

P. Bharadwaj, Demanet, L. , and Fournier, A. , “Focused Blind Deconvolution”, IEEE Transactions on Signal Processing, vol. 67, no. 12, pp. 3168 - 3180, 2019.

Understanding shale gas and tight oil productivity with machine learning

J. Montgomery, “Understanding shale gas and tight oil productivity with machine learning”. 2019.

GPS Measured Response of a Tall Building due to a Distant Mw 7.3 Earthquake

T. Herring, Gu, C. , Toköz, M. , Parol, J. , Al‐Enezi, A. , Al‐Jeri, F. , Al‐Qazweeni, J. , Kamal, H. , and Büyüköztürk, O. , “GPS Measured Response of a Tall Building due to a Distant Mw 7.3 Earthquake”, Seismological Research Letters, vol. 90, no. 1, pp. 149 - 159, 2019.

A Methodology to Measure Fracture Aperture Using A Consumer Grade Digital Camera

R. Villamor Lora, Li, B. Q. , and Einstein, H. , “A Methodology to Measure Fracture Aperture Using A Consumer Grade Digital Camera”, in 53rd US Rock Mechanics/Geomechanics Symposium, New York, 2019.

Noise-based Ballistic Wave Passive Seismic Monitoring - Part 2: Surface Waves

A. Mordret, Courbis, R. , Brenguier, F. , Chmiel, M. , Garambois, S. , Mao, S. , Boué, P. , Campman, X. , Lecocq, T. , Van der Veen, W. , and Hollis, D. , “Noise-based Ballistic Wave Passive Seismic Monitoring - Part 2: Surface Waves”, Geophysical Journal International, 2019.

Noise-based Ballistic Wave Passive Seismic Monitoring – Part 1: Body-waves

F. Brenguier, Courbis, R. , Mordret, A. , Campan, X. , Boué, P. , Chmiel, M. , Takano, T. , Lecocq, T. , Van der Veen, W. , Postif, S. , and Hollis, D. , “Noise-based Ballistic Wave Passive Seismic Monitoring – Part 1: Body-waves”, Geophysical Journal International, 2019.

MIT Earth Resources Laboratory

Monitoring Change