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
Kathy Yelick (LBNL) - Machine Learning for Science
9:05am - 9:35am
Rick Stevens (ANL) - Deep Learning for Precision Medicine for Cancer
9:35am - 10:05am
Coffee break
10:05am - 10:30am
Kerstin Kleese van Dam (BNL) - HPC, ML and AI for Large Scale Experimental Facilities
10:30am - 11:00am
Diane Oyen (LANL) - Explaining Patterns in Scientific Data Using Machine Learning
11:00am - 11:30am
Panel: Methods for Machine Learning and Deep Learning
Christine Sweeney (LANL)
Ben Brown (UC Berkeley)
David Womble (ORNL)
Prabhat (LBNL)
11:30am - 12:15pm
Provided lunch, Ferrantes Bay View room
12:15pm - 1:30pm
Panel: Hardware for Deep Learning
Ananth Sankaranarayanan (Intel)
Rob Schreiber (Cerebras)
Allen Rush (AMD)
Mike Houston (NVIDIA)
1:30pm - 3:00pm
Panel: Systems for Deep Learning
Rangan Sukukar (Cray)
Gilad Shainer (Mellanox)
Sumit Gupta (IBM)
3:30pm - 5:00pm
Reception with light appetizers
8:00pm - 9:00pm
Wednesday, August 7, 2019
Provided breakfast, Ferrantes Bay View room
7:30am - 9:00am
Maria Spiropulu (Caltech) - Deep Learning for Particle Physics
9:00am - 9:30am
Rushil Anirudh (LLNL) - Building Robust Surrogates in Inertial Confinement Fusion with Cyclical Regularization
9:30am - 10:00am
Coffee break
10:00am - 10:30am
Maxim Ziatdinov (ORNL) - Deep Learning for Materials: Extracting Physics from Atom-resolved and Molecule-resolved Experiments
10:30am - 11:00am
Bill Tang (PPPL) - AI/Deep Learning for Fusion Energy Disruption Prediction and Control
11:00am - 11:30am
Prabhat (LBNL) - Deep Learning for Climate
11:30am - 12:00pm
Provided lunch, Ferrantes Bay View room
12:00pm - 1:30pm
Panel: Software for Deep Learning
Mike Houston (NVIDIA)
Rajat Monga (Google)
Xiaoqiang Zheng (Facebook)
Brian van Essen (LLNL)
1:30pm - 3:00pm
Panel: Deep Learning for Facilities
Mariam Kiran (LBNL)
Auralee Edelen (SLAC)
Harinarayan Krishnan (LBNL)
Zhengchun Liu (ANL)
Oceane Bel (UCSC)
3:30pm - 5:00pm
Conference dinner at Monterey Bay Aquarium
7:00pm - 9:30pm
Thursday, August 8, 2019
Provided breakfast, Ferrantes Bay View room
7:30am - 9:00am
Maya Gupta (Google) - Deep Learning with Common Sense Guarantees
9:00am - 9:30am
Maziar Raissi (Brown) - Physics Informed Deep Learning
9:30am - 10:00am
Coffee break
10:00am - 10:30am
Ben Brown (UC Berkeley) - Deep Learning for Biosciences
10:30am - 11:00am
Robert Rallo (PNNL) - Deep Learning for Scientific Discovery: Challenges and Opportunities
11:00am - 11:30am
Closing discussion
11:30am - 12:00pm
Grab ‘n Go box lunch
12:00pm
