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Concepts and Alternatives for Reworking Science with AI


Sept. 21, 2022 — This yr’s Monterey Knowledge Convention, organized by a bunch of Lawrence Berkeley Nationwide Laboratory (Berkeley Lab) scientists and hosted by the Affiliation for Excessive Velocity ​​Computing, introduced collectively researchers and representatives from US Division of Vitality (DOE) nationwide labs, academia, and trade for a sturdy program designed across the theme of remodeling science with synthetic intelligence (AI).

By means of displays, panels, and networking occasions, individuals got here away from the three-day occasion with new inspiration, new connections, and a brand new understanding of how AI is being utilized in a wide selection of scientific areas.

“Our aim was to deliver collectively individuals within the DOE lab area, together with illustration of leaders in high-level positions in addition to scientists on the bottom doing hands-on analysis and a related contingent of trade representatives,” mentioned Steve Farrell, a machine studying engineer within the Knowledge and Analytics Providers group on the Nationwide Vitality Analysis Scientific Computing Heart (NERSC) and lead organizer of the convention.

“It was very thrilling to see colleagues in individual once more and talk about new collaborations—the convention program was very robust, and the discussions in hallways and networking occasions have been helpful,” mentioned NERSC Division Director Sudip Dosanjh. “Knowledge and AI are essential matters for the DOE labs, and this convention introduced collectively scientists, pc scientists, and pc firms to debate how one can sort out new scientific challenges.”

After a two-year pandemic hiatus, the invitation-only occasion hosted about 100 individuals at a venue overlooking California’s Monterey Bay. This system featured invited talks and panel discussions on scalable and productive computing techniques for AI; interpretable, strong, science-informed AI strategies; novel scientific AI functions; AI for self-driving scientific services; information administration for scientific AI; and computing and AI in excessive circumstances.

“The periods have been actually good. I used to be so impressed with the standard of all of the audio system in the entire panels,” mentioned Farrell. “We had lots of people speaking about fairly superior state-of-the-art points in AI functions and strategies.”

Local weather science functions for AI, utilizing AI for HPC simulation workloads, and a panel on range, fairness, and inclusion have been all featured on the primary day of the occasion. The convention’s keynote speaker, Pamela Isom, DOE Director of the Synthetic Intelligence and Know-how Workplace (AITO), spoke in regards to the want for governance in AI.

All through the convention, audio system and matters represented a various array of AI functions, from area exploration to self-driving expertise to meals techniques administration. Benchmarking in AI was a preferred subject as effectively, and one which Farrell particularly appreciated, given his personal analysis focus. Slides from lots of the convention displays can be found on-line and supply a way of the alternatives and challenges of adopting AI throughout a number of scientific disciplines.

“After having to postpone any such in-person occasion for a few years because of the pandemic, it was nice simply to have the ability to community with others and have these alternatives to satisfy with everybody, hear extra about their work, and kind collaborations,” mentioned Farrell. “The plan is to make this an annual occasion.”

NERSC is a DOE Workplace of Science consumer facility.

About NERSC and Berkeley Lab

The Nationwide Vitality Analysis Scientific Computing Heart (NERSC) is a US Division of Vitality Workplace of Science Person Facility that serves as the first high-performance computing heart for scientific analysis sponsored by the Workplace of Science. Positioned at Lawrence Berkeley Nationwide Laboratory, the NERSC Heart serves greater than 7,000 scientists at nationwide laboratories and universities researching a variety of issues in combustion, local weather modeling, fusion vitality, supplies science, physics, chemistry, computational biology, and different disciplines. Berkeley Lab is a DOE nationwide laboratory positioned in Berkeley, California. It conducts unclassified scientific analysis and is managed by the College of California for the US Division of Vitality. »Be taught extra about computing sciences at Berkeley Lab.

Supply: Keri Troutman, NERSC

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