{"id":39443,"date":"2023-09-16T20:20:47","date_gmt":"2023-09-17T00:20:47","guid":{"rendered":"https:\/\/www.bu.edu\/cise\/?page_id=39443"},"modified":"2023-11-07T13:47:45","modified_gmt":"2023-11-07T18:47:45","slug":"agenda-ai-challenge","status":"publish","type":"page","link":"https:\/\/www.bu.edu\/cise\/agenda-ai-challenge\/","title":{"rendered":"Agenda: AI for Understanding Earthquakes Workshop – November 10, 2023"},"content":{"rendered":"

\u2190 Previous<\/a><\/p>\n

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Date: Friday, November 10, 2023
\nTime: 9:00 am – 7:30 pm EST
\nLocation: Computing and Data Sciences (CDS) building at\u00a0<\/span>665 Commonwealth Ave<\/a>, 17th Floor\u00a0<\/span><\/p>\n

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9:00 am \u2013 9:30 am<\/b><\/td>\nBreakfast and Coffee<\/span><\/p>\n

Introductions by <\/span>Ay\u015fe Co\u015fkun<\/span><\/a><\/td>\n<\/tr>\n

9:30 am \u2013 10:20 am<\/b><\/td>\nPlenary Talk: Probing Seismogenic Faults with Machine Learning<\/span><\/span>
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\n<\/span>Speaker: <\/b>Chris Johnson<\/span><\/a><\/td>\n<\/tr>\n
Session 1: Earthquakes from the Lab Scale to Active Faults<\/b><\/td>\n<\/tr>\n
10:20 am – 10:40 am<\/b><\/td>\nApplications of Machine Learning to Earthquake Physics: Learning from Lab Earthquake Prediction<\/span><\/p>\n

Speaker:<\/b> Chris Marone<\/span><\/a><\/td>\n<\/tr>\n

10:45 am \u2013 11:05 am<\/b><\/td>\nA (Very) Brief Introduction to Current Observational Earthquake Science<\/span>\u00a0<\/span><\/p>\n

Speaker:<\/b> Rachel Abercrombie<\/span><\/a><\/td>\n<\/tr>\n

11:10 am \u2013 11:30 am<\/b><\/td>\nDeep Learning of Seismograms<\/span><\/p>\n

Speaker:<\/b> Mostafa Mousavi<\/span><\/a><\/td>\n<\/tr>\n

11:35 am \u2013 12:00 pm<\/b><\/td>\nDiscussion with three speakers \u2013 facilitated by: <\/span>Brian Kulis<\/span><\/a><\/td>\n<\/tr>\n
12:00 pm \u2013 1:00 pm<\/b><\/td>\nLunch<\/span><\/td>\n<\/tr>\n
1:00 pm \u2013 1:50 pm<\/b><\/td>\nPlenary Talk: Machine Learning for Data-Driven Discovery in Solid Earth Geoscience: Progress and Challenges Ahead<\/span><\/p>\n

Speaker: <\/b>Karianne Bergen<\/span><\/a><\/td>\n<\/tr>\n

Session 2: Integrating ML into Geoscience<\/b><\/td>\n<\/tr>\n
1:50 pm \u2013 2:10 pm<\/b><\/td>\nDeep Clustering Analysis for Data Exploration and Anomaly Detection in Distributed Acoustic Sensing (DAS) Systems<\/span><\/p>\n

Speaker:<\/b> Peter Gerstoft<\/span><\/a><\/td>\n<\/tr>\n

2:15 pm \u2013 2:35 pm<\/b><\/td>\nTowards Learning Mechanical Models for Deforming Rocks, Augmented with Acoustic Information<\/span><\/p>\n

Speaker:<\/b> Ben Holtzman<\/span><\/a><\/td>\n<\/tr>\n

2:40 pm \u2013 3:00 pm<\/b><\/td>\nDifferentiable Programming: Bridging the Gap Between Numerical Models and Machine Learning Models<\/span><\/p>\n

Speaker:<\/b> Daniel O\u2019Malley<\/span><\/a><\/td>\n<\/tr>\n

3:05 pm \u2013 3:30 pm<\/b><\/td>\nDiscussion with three speakers \u2013 facilitated by: <\/span>Prakash Ishwar<\/span><\/a><\/td>\n<\/tr>\n
3:30 pm \u2013 3:50 pm<\/b><\/td>\nCoffee Break<\/span><\/td>\n<\/tr>\n
Session 3: AI Challenge winners + Machine Learning and Fault Slip<\/b><\/td>\n<\/tr>\n
3:50 pm \u2013 4:00 pm<\/b><\/td>\n1st Place Challenge Winner Talk – Team: “Not Our Fault” <\/strong><\/span><\/span><\/p>\n

Speaker: Artemii Novoselov<\/strong>, Stanford University\u00a0<\/span><\/span><\/td>\n<\/tr>\n

4:05 pm \u2013 4:10 pm<\/b><\/td>\n2nd Place Challenge Winner: Video Presentation – Team: “Pepsi Sessions”\u00a0<\/span><\/p>\n

Seyifunmi Adeboboye<\/strong>, Georgia Tech & Joses Omojola<\/strong>, University of Arizona<\/span><\/td>\n<\/tr>\n

4:10 pm \u2013 4:15 pm<\/b><\/td>\n3rd Place Challenge Winner Talk\u00a0<\/span><\/p>\n

Efe Sencan<\/span><\/b>, Boston University<\/td>\n<\/tr>\n

4:20 pm \u2013 4:40 pm<\/b><\/td>\nEarthquake Precursors and Forecasting Through the Lens of Laboratory Experiments<\/span><\/p>\n

Speaker:<\/b> Srisharan Shreedharan<\/span><\/a><\/td>\n<\/tr>\n

4:45 pm \u2013 5:05 pm<\/b><\/td>\nUsing Deep Learning to Understand Variations in Fault Zone Properties: Distinguishing Foreshocks from Aftershocks<\/span><\/p>\n

Speaker:<\/b> Laura Laurenti<\/span><\/a><\/td>\n<\/tr>\n

5:10 pm \u2013 5:20 pm<\/b><\/td>\nDiscussion and final thoughts facilitated by: <\/span>Yannis Paschalidis<\/span><\/a><\/td>\n<\/tr>\n
5:30 pm \u2013 7:30 pm<\/b><\/td>\nReception<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

Download Agenda<\/a><\/h3>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

\u2190 Previous Date: Friday, November 10, 2023 Time: 9:00 am – 7:30 pm EST Location: Computing and Data Sciences (CDS) building at\u00a0665 Commonwealth Ave, 17th Floor\u00a0 9:00 am \u2013 9:30 am Breakfast and Coffee Introductions by Ay\u015fe Co\u015fkun 9:30 am \u2013 10:20 am Plenary Talk: Probing Seismogenic Faults with Machine Learning Speaker: Chris Johnson Session […]<\/p>\n","protected":false},"author":22390,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/www.bu.edu\/cise\/wp-json\/wp\/v2\/pages\/39443"}],"collection":[{"href":"https:\/\/www.bu.edu\/cise\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.bu.edu\/cise\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.bu.edu\/cise\/wp-json\/wp\/v2\/users\/22390"}],"replies":[{"embeddable":true,"href":"https:\/\/www.bu.edu\/cise\/wp-json\/wp\/v2\/comments?post=39443"}],"version-history":[{"count":50,"href":"https:\/\/www.bu.edu\/cise\/wp-json\/wp\/v2\/pages\/39443\/revisions"}],"predecessor-version":[{"id":39910,"href":"https:\/\/www.bu.edu\/cise\/wp-json\/wp\/v2\/pages\/39443\/revisions\/39910"}],"wp:attachment":[{"href":"https:\/\/www.bu.edu\/cise\/wp-json\/wp\/v2\/media?parent=39443"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}