[AIP AI4S Seminar Series] ‘Fundamental physics and cosmology with ML/AI’ Talk by Kana Moriwaki (University of Tokyo and RIKEN AIP)

AIP AI4S (AI for Science) Seminar Series
The AIP AI4S (AI for Science) Seminar Series is organized by the RIKEN Center for Advanced Intelligence Project (AIP).

This seminar series features invited researchers presenting recent advances, emerging methodologies, and interdisciplinary applications in AI for Science.
Through this series, we aim to promote cross-disciplinary discussion, foster collaboration, and strengthen the AI for Science research community.
Details of each seminar will be announced individually.

Date & Time: 11:45am-12:45am (JST), February 27, 2026
Venue: Zoom meeting
Speaker: Kana Moriwaki
Affiliation: Assistant Professor, University of Tokyo / Visiting Scientist, RIKEN AIP
Title: Fundamental physics and cosmology with ML/AI
Abstract:
Next generation physics experiments and astronomical observations will deliver a sheer amount of data. This necessiates development of novel methods to produce scientific results. I introduce recent development of modern ML/AI methods for physical science, including signal extraction, noise reduction and emulation technologies. I also address crucial issues in high-performance computing and GPU optimization that are needed for the application development and for statistical analysis in order to accelerate our science research.