May 21, 2019 (All day) to May 23, 2019 (All day)
Speaker:
ERL Researchers
Each year ERL invites representatives of our Founding Member companies, along with friends in industry and academia, to join us for two days of presentations on our latest research, an introduction to our students and postdoctoral researechers, and networking events including a Charles River dinner cruise. This year's Annual Founding Members Meeting will take place May 21 - May 23, 2019. Invitations have been sent via e-mail to our Founding Members, alumni, as well as friends in industry and academia. If you did not receive yours, please get in touch ASAP at erl-info@mit.edu. If you will be in town for Prof. Toksoz' birthday celebration and would like to also this event, just let us know.
MIT Earth Resources Laboratory Annual Founding Members Meeting 2019: Machine Learning and Inference for Geophysics
Printable Agenda: (pdf)
Date | Start | End | Session | Title | Location | |
Tuesday, May 21, 2019 | 16:00 | 18:00 | Welcome Reception | 54-209 | ||
Wednesday, May 22, 2019 | 9:00 | 9:10 | Introductions | Laurent Demanet | Welcome and Introduction | 66-110 |
9:10 | 9:30 | Antonio Torralba | The MIT Quest for Intelligence | |||
9:30 | 9:50 | Youssef Marzouk | The MIT Schwarzman College of Computing | |||
9:50 | 10:10 | Break | ||||
10:10 | 10:30 | Seismology and Machine Learning | Manuel Florez Torres | A Deep Learning Architecture for Intermediate-Depth Earthquake Detection and Phase Segmentation | ||
10:30 | 10:50 | Andrea Scarinci | Robust Bayesian Seismic Inversion | |||
10:50 | 11:10 | Chen Gu | Deep learning applied to induced seismicity in the Groningen gas field in the Netherlands -- What do we need for safe AI? | |||
11:10 | 11:25 | Student and Postdoc Introductions | ||||
11:25 | 13:00 | Box Lunch | ||||
13:00 | 13:30 | Plenary Session | Nori Nakata | Towards high-resolution seismic imaging and monitoring using ambient noise, machine learning, and microseismic events | ||
13:30 | 13:50 | Break | ||||
13:50 | 14:10 | Geophysics and Machine Learning | Matt Li | Machine learning for elimination of nuisance parameters in geophysics | ||
14:10 | 14:30 | Charles-Henri Clerget | Seismo-electric measurement for drilling look-ahead | |||
14:30 | 14:50 | Meghana Ranganathan | Understanding ice flow through computational methods | |||
14:50 | 15:10 | Justin Montgomery | Understanding shale gas and tight oil productivity with machine learning | |||
15:10 | 15:40 | Break | ||||
15:40 | 16:00 | Fluids in Rocks | Bauyrzhan Primkulov | Signatures of fluid-fluid displacement in porous media | ||
16:00 | 16:20 | Yue Meng | DEM modeling of coupled multiphase flow and granular mechanics: Wettability control on fracture patterns | |||
16:20 | 16:40 | Wei Li | Pressure behavior during wormhole formation in soluble porous rock | |||
18:00 | 21:00 | Dinner Cruise | Depart from MIT Boathouse | |||
Thursday, May 23, 2019 | 9:00 | 9:20 | Full Waveform Inversion | Hongyu Sun | Extrapolated full waveform inversion with deep learning | 66-110 |
9:20 | 9:40 | Zhilong Fang | Seimic inversion in the framework of modern optimization | |||
9:40 | 10:00 | Pawan Bharadwaj | Redshift of An Earthquake | |||
10:00 | 10:30 | Break | ||||
10:30 | 10:50 | Rock Physics and Geomechanics | Bing Li & Omar AlDajani | Hydraulic Fracturing of Opalinus Shale: Insights from the Laboratory | ||
10:50 | 11:10 | Chunfang Meng | Elastic perturbations around interactive Eshelby's inclusions in whole, half and finite spaces | |||
11:10 | 11:30 | Ekaterina Bolotskaya | Finite Element Modeling of Planar Fault Slip: Fracturing vs. Friction | |||
11:30 | 11:40 | Concluding Remarks | Michael Fehler | |||
12:00 | 13:50 | Business Lunch | 54-209 | |||
14:00 | 14:45 | Special Plenary Session | Jie Zhang PhD '96 | Applying search engine, compressive sensing, and machine learning for earthquake monitoring | 54-915 |
Location:
MIT Campus, Cambridge, MA, USA