Publications (10)
Building an AI-native Research Ecosystem for Experimental Particle Physics: A Community Vision
Thea Klaeboe Aarrestad, Alaa Abdelhamid, Haider Abidi +457
Experimental particle physics seeks to understand the universe by probing its fundamental particles and forces and exploring how they govern the large-scale processes that shape co…
Snowmass2021 Cosmic Frontier: Modeling, statistics, simulations, and computing needs for direct dark matter detection
Yonatan Kahn, Maria Elena Monzani, Kimberly J. Palladino +34
This paper summarizes the modeling, statistics, simulation, and computing needs of direct dark matter detection experiments in the next decade.
Measurement of the Angular Distribution of Wavelength-Shifted Light Emitted by TPB
Jackson Schrott, Michinari Sakai, Samuel Naugle +4
We present measurements of the angular distribution of re-emitted light from tetraphenyl butadiene thin films when exposed to \SI{128}{nm} light in vacuum. Films ranging from \SI{2…
Machine Learning in the Search for New Fundamental Physics
Georgia Karagiorgi, Gregor Kasieczka, Scott Kravitz +2
Machine learning plays a crucial role in enhancing and accelerating the search for new fundamental physics. We review the state of machine learning methods and applications for new…
Report of the Topical Group on Particle Dark Matter for Snowmass 2021
Jodi Cooley, Tongyan Lin, W. Hugh Lippincott +71
This report summarizes the findings of the CF1 Topical Subgroup to Snowmass 2021, which was focused on particle dark matter. One of the most important scientific goals of the next…
Dark-matter And Neutrino Computation Explored (DANCE) Community Input to Snowmass
Amy Roberts, Christopher Tunnell, Belina von Krosigk +23
This paper summarizes the needs of the dark matter and neutrino communities as it relates to computation. The scope includes data acquisition, triggers, data management and process…
Software and Computing for Small HEP Experiments
Dave Casper, Maria Elena Monzani, Benjamin Nachman +22
This white paper briefly summarized key conclusions of the recent US Community Study on the Future of Particle Physics (Snowmass 2021) workshop on Software and Computing for Small…
Distributed Imaging for Liquid Scintillation Detectors
Jacopo Dalmasson, Giorgio Gratta, Ako Jamil +6
We discuss a novel paradigm in the optical readout of scintillation radiation detectors. In one common configuration, such detectors are homogeneous and the scintillation light is…
An RF-only ion-funnel for extraction from high-pressure gases
Thomas Brunner, Daniel Fudenberg, Victor Varentsov +74
An RF ion-funnel technique has been developed to extract ions from a high-pressure (10 bar) noble-gas environment into vacuum ( mbar). Detailed simulations have been perfo…
Report of the Instrumentation Frontier Working Group for Snowmass 2021
Phillip S. Barbeau, Petra Merkel, Jinlong Zhang +42
Detector instrumentation is at the heart of scientific discoveries. Cutting edge technologies enable US particle physics to play a leading role worldwide. This report summarizes th…