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Related papers: Report from the A.I. For Nuclear Physics Workshop

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This whitepaper is an outcome of the workshop Intersections between Nuclear Physics and Quantum Information held at Argonne National Laboratory on 28-30 March 2018 [www.phy.anl.gov/npqi2018/]. The workshop brought together 116 national and…

This is a report of an NSF workshop titled "Envisioning National Resources for Artificial Intelligence Research" held in Alexandria, Virginia, in May 2024. The workshop aimed to identify initial challenges and opportunities for national…

Artificial Intelligence · Computer Science 2024-12-16 Shantenu Jha , Yolanda Gil

Artificial intelligence (AI) is about to touch every aspect of radiotherapy from consultation, treatment planning, quality assurance, therapy delivery, to outcomes modeling. There is an urgent need to train radiation oncologists and medical…

In preparation for the nuclear physics Long Range Plan exercise, a group of 104 neutrino physicists met in Seattle September 21-23 to discuss both the present state of the field and the new opportunities of the next decade. This report…

This White Paper documents the discussion and consensus conclusions of the workshop "Software Infrastructure for Advanced Nuclear Physics Computing" (SANPC 24), which was held at Jefferson Lab on June 20-22, 2024. The workshop brought…

The SNMMI Artificial Intelligence (SNMMI-AI) Summit, organized by the SNMMI AI Task Force, took place in Bethesda, MD on March 21-22, 2022. It brought together various community members and stakeholders from academia, healthcare, industry,…

The 2023 AI4EIC hackathon was the culmination of the third annual AI4EIC workshop at The Catholic University of America. This workshop brought together researchers from physics, data science and computer science to discuss the latest…

Data Analysis, Statistics and Probability · Physics 2024-04-10 Cristiano Fanelli , James Giroux , Patrick Moran , Hemalata Nayak , Karthik Suresh , Eric Walter

The 2nd SNMMI Artificial Intelligence (AI) Summit, organized by the SNMMI AI Task Force, took place in Bethesda, MD, on February 29 - March 1, 2024. Bringing together various community members and stakeholders, and following up on a prior…

This report provides a summary of the outcomes of the Interdisciplinary Workshop on Mechanical Intelligence held in 2024. Mechanical Intelligence (MI) represents the phenomenon that novel structural features of material/biological/robotic…

This volume includes a selection of papers presented at the Workshop on Advancing Artificial Intelligence through Theory of Mind held at AAAI 2025 in Philadelphia US on 3rd March 2025. The purpose of this volume is to provide an open access…

Artificial Intelligence · Computer Science 2025-05-08 Mouad Abrini , Omri Abend , Dina Acklin , Henny Admoni , Gregor Aichinger , Nitay Alon , Zahra Ashktorab , Ashish Atreja , Moises Auron , Alexander Aufreiter , Raghav Awasthi , Soumya Banerjee , Joe M. Barnby , Rhea Basappa , Severin Bergsmann , Djallel Bouneffouf , Patrick Callaghan , Marc Cavazza , Thierry Chaminade , Sonia Chernova , Mohamed Chetouan , Moumita Choudhury , Axel Cleeremans , Jacek B. Cywinski , Fabio Cuzzolin , Hokin Deng , N'yoma Diamond , Camilla Di Pasquasio , Guillaume Dumas , Max van Duijn , Mahapatra Dwarikanath , Qingying Gao , Ashok Goel , Rebecca Goldstein , Matthew Gombolay , Gabriel Enrique Gonzalez , Amar Halilovic , Tobias Halmdienst , Mahimul Islam , Julian Jara-Ettinger , Natalie Kastel , Renana Keydar , Ashish K. Khanna , Mahdi Khoramshahi , JiHyun Kim , MiHyeon Kim , YoungBin Kim , Senka Krivic , Nikita Krasnytskyi , Arun Kumar , JuneHyoung Kwon , Eunju Lee , Shane Lee , Peter R. Lewis , Xue Li , Yijiang Li , Michal Lewandowski , Nathan Lloyd , Matthew B. Luebbers , Dezhi Luo , Haiyun Lyu , Dwarikanath Mahapatra , Kamal Maheshwari , Mallika Mainali , Piyush Mathur , Patrick Mederitsch , Shuwa Miura , Manuel Preston de Miranda , Reuth Mirsky , Shreya Mishra , Nina Moorman , Katelyn Morrison , John Muchovej , Bernhard Nessler , Felix Nessler , Hieu Minh Jord Nguyen , Abby Ortego , Francis A. Papay , Antoine Pasquali , Hamed Rahimi , Charumathi Raghu , Amanda Royka , Stefan Sarkadi , Jaelle Scheuerman , Simon Schmid , Paul Schrater , Anik Sen , Zahra Sheikhbahaee , Ke Shi , Reid Simmons , Nishant Singh , Mason O. Smith , Ramira van der Meulen , Anthia Solaki , Haoran Sun , Viktor Szolga , Matthew E. Taylor , Travis Taylor , Sanne Van Waveren , Juan David Vargas , Rineke Verbrugge , Eitan Wagner , Justin D. Weisz , Ximing Wen , William Yeoh , Wenlong Zhang , Michelle Zhao , Shlomo Zilberstein

The National Quantum Initiative Joint Algorithms Workshop brought together researchers across academia, national laboratories, and industry to assess the current landscape of quantum algorithms and discuss roadblocks to progress. The…

In March of 2021, the Santa Fe Institute hosted a workshop as part of its Foundations of Intelligence in Natural and Artificial Systems project. This project seeks to advance the field of artificial intelligence by promoting…

Artificial Intelligence · Computer Science 2021-05-06 Tyler Millhouse , Melanie Moses , Melanie Mitchell

These informal notes are based on the author's lecture at the National Academies of Science, Engineering, and Mathematics workshop on "AI to Assist Mathematical Reasoning" in June 2023. The goal is to think through a path by which we might…

History and Overview · Mathematics 2023-10-05 Alex Kontorovich

Artificial intelligence (AI) is transforming scientific research, with deep learning methods playing a central role in data analysis, simulations, and signal detection across particle, nuclear, and astroparticle physics. Within the JENA…

Reactor physics is the study of neutron properties, focusing on using models to examine the interactions between neutrons and materials in nuclear reactors. Artificial intelligence (AI) has made significant contributions to reactor physics,…

Machine Learning · Computer Science 2025-05-06 Ruizhi Zhang , Shengfeng Zhu , Kan Wang , Ding She , Jean-Philippe Argaud , Bertrand Bouriquet , Qing Li , Helin Gong

In the current era of AI transforming the research-education environment of physics, variety of issues and concerns arise. The KITP program "Generative AI for High and Low Energy Physics'' offered a discussion session on this, and here…

The Electron-Ion Collider (EIC), a state-of-the-art facility for studying the strong force, is expected to begin commissioning its first experiments in 2028. This is an opportune time for artificial intelligence (AI) to be included from the…

The workshop will focus on the application of artificial intelligence to problems in cyber security. AICS 2020 emphasis will be on human-machine teaming within the context of cyber security problems and will specifically explore…

Cryptography and Security · Computer Science 2020-06-12 Dennis Ross , Arunesh Sinha , Diane Staheli , Bill Streilein

Advances in machine learning methods provide tools that have broad applicability in scientific research. These techniques are being applied across the diversity of nuclear physics research topics, leading to advances that will facilitate…

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