Program


locations

All technical sessions will be at the Marriott in the San Carlos Ballroom III.

Breaks will be in the San Carlos III Foyer.

Breakfasts, lunches, and receptions (except the Wed conference dinner) will be in the Ferrantes Bay View Room.

 

Monday, August 5, 2019

7:00pm - 9:00pm

Welcome reception, Ferrantes Bay View room

 

Tuesday, August 6, 2019

7:30am - 9:00am

Provided breakfast, Ferrantes Bay View room

9:00am - 9:05am

Horst Simon (LBNL) - Welcome

9:05am - 9:35am

Kathy Yelick (LBNL) - Machine Learning for Science

9:35am - 10:05am

Rick Stevens (ANL) - Deep Learning for Precision Medicine for Cancer

10:05am - 10:30am

Coffee break

10:30am - 11:00am

Kerstin Kleese van Dam (BNL) - HPC, ML and AI for Large Scale Experimental Facilities

11:00am - 11:30am

Diane Oyen (LANL) - Explaining Patterns in Scientific Data Using Machine Learning


11:30am - 12:15pm

Panel: Methods for Machine Learning and Deep Learning

  • Christine Sweeney (LANL)

  • Ben Brown (UC Berkeley)

  • David Womble (ORNL)

  • Prabhat (LBNL)


12:15pm - 1:30pm

Provided lunch, Ferrantes Bay View room


1:30pm - 3:00pm

Panel: Hardware for Deep Learning

  • Ananth Sankaranarayanan (Intel)

  • Rob Schreiber (Cerebras)

  • Allen Rush (AMD)

  • Mike Houston (NVIDIA)


3:30pm - 5:00pm

Panel: Systems for Deep Learning

  • Rangan Sukukar (Cray)

  • Gilad Shainer (Mellanox)

  • Sumit Gupta (IBM)


5:00pm - 8:00pm

Dinner on your own

8:00pm - 9:30pm

Reception with light appetizers

 

Wednesday, August 7, 2019

7:30am - 9:00am

Provided breakfast, Ferrantes Bay View room

9:00am - 9:30am

Maria Spiropulu (Caltech) - Deep Learning for Particle Physics

9:30am - 10:00am

Rushil Anirudh (LLNL) - Building Robust Surrogates in Inertial Confinement Fusion with Cyclical Regularization

10:00am - 10:30am

Coffee break

10:30am - 11:00am

Maxim Ziatdinov (ORNL) - Deep Learning for Materials: Extracting Physics from Atom-resolved and Molecule-resolved Experiments

11:00am - 11:30am

Bill Tang (PPPL) - AI/Deep Learning for Fusion Energy Disruption Prediction and Control

11:30am - 12:00pm

Prabhat (LBNL) - Deep Learning for Climate


12:00pm - 1:30pm

Provided lunch, Ferrantes Bay View room


1:30pm - 3:00pm

Panel: Software for Deep Learning

  • Mike Houston (NVIDIA)

  • Rajat Monga (Google)

  • Xiaoqiang Zheng (Facebook)

  • Brian van Essen (LLNL)


3:30pm - 5:00pm

Panel: Deep Learning for Facilities

  • Mariam Kiran (LBNL)

  • Auralee Edelen (SLAC)

  • Harinarayan Krishnan (LBNL)

  • Zhengchun Liu (ANL)

  • Oceane Bel (UCSC)


6:45pm

Buses depart from the Marriott for conference dinner

7:00pm - 9:30pm

Conference dinner at Monterey Bay Aquarium

 

Thursday, August 8, 2019

7:30am - 9:00am

Provided breakfast, Ferrantes Bay View room

9:00am - 9:30am

Maya Gupta (Google) - Deep Learning with Common Sense Guarantees

9:30am - 10:00am

Maziar Raissi (Brown) - Physics Informed Deep Learning

10:00am - 10:30am

Coffee break

10:30am - 11:00am

Ben Brown (UC Berkeley) - Deep Learning for Biosciences

11:00am - 11:30am

Robert Rallo (PNNL) - Deep Learning for Scientific Discovery: Challenges and Opportunities

11:30am - 12:00pm

Closing discussion

12:00pm

Grab ‘n Go box lunch