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HPC Models & Machine Learning

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This session will be broken into two 15-minute discussions.

11:30-11:45 The first will focus on the following slides, and will be led by Julius Guccione and Denise Kirschner: 

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Special Session: Bridging Mechanistic, Causal and Predictive Models – what can machine learning do for the MSM?

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1:00-1:20 - Dr. Olaf Dammann, Tufts University

Presentation:

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Model Credibility and Model Reusability

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For inquiries in regard to these sessions, please contact Jerry Myers, jerry.g.myers@nasa.gov.

Model Credibility and Model Reusability

8:30 AM - 9:30 AM  - Thursday March 22, 2018

Instructions to Speakers:

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MSM Steering Committee Panel

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MSM Initiative Discussion

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Request for Information (RFI): Soliciting Input for the National Institutes of Health (NIH) Strategic Plan for Data Science

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Request for Information (RFI): Soliciting Input for the National Institutes of Health (NIH) Strategic Plan for Data Science

 

Working Lunches- Location Assignments

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Day 1 and Day 2 Lunch

 

Working Groups (Room E1/E2)

Biomechanics Working Group

Beth Winkelstein (winkelst@seas.upenn.edu)

Yasin Dhaher (y-dhaher@northwestern.edu)

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Challenge #10 Uncertainty Quantification

RETURN TO: Grouped Challenge: Models to Predict and Test Outcomes

 

Challenge #10:  Predictive multiscale models that strongly incorporate Uncertainty Quantification

Uncertainty Quantification – What has been accomplished?

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Challenge #7: Virtual Clinical Trials

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Challenge #7:  Implementing virtual clinical trials with multiscale models to predict outcomes

slides: imag_msm_challenge_Group7_Virtual_Clinical_Trials_Slide_Deck_031618.pptx

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Challenge #9: Models for experimentalists

Challenge_9.pptx

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Challenge #9: Model predictions that drive a community of experimentalists towards systematic testing and validation

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