[Sds-seminars] [Sds-announce] Roger Melko, Large Language Models for Quantum Simulation, Mon. Feb. 26 at 3:30pm in SPL 57

[Dan Spielman]

This talk will interest some of you.

*From:* Yale Physics <message at message.yale.edu>
*Sent:* Tuesday, February 20, 2024 9:31 AM
*To:* Girvin, Steven <steven.girvin at yale.edu>
*Subject:* Physics Club: Roger Melko, University of Waterloo and Perimeter
Institute, Mon. Feb. 26 at 3:30pm in SPL 57



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Physics Club



*Roger Melko*
University of Waterloo & Perimeter Institute

*Monday, February 26, 2024*
3:30 pm

*SPL 57* (Zoom info below)

Refreshments at 3:00pm outside lecture hall







*Language Models for Quantum Simulation*

As the frontiers of artificial intelligence advance more rapidly than ever
before, generative language models like GPT are already causing significant
economic and social transformation. In addition to their remarkable
performance on typical language tasks - such as generating text from a
prompt - language models are being rapidly adopted as powerful ansatze
states for quantum many-body systems. In this talk, I will discuss the use
of language models for learning states realized in today's experimental
quantum simulators. By combining variational optimization with data-driven
learning using qubit projective measurements, I will show how language
models are poised to become one of the most powerful computational tools in
our arsenal for the design and characterization of quantum simulators and
fault-tolerant computers.

*Host:* Meng Cheng

*Zoom link: *https://yale.zoom.us/j/93660628074
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