6 papers
Single Parameter Model for Galaxy Rotation Curves
Sophia N. Cisneros, Rich Ott, Meagan Crowley +2
One key piece of evidence for dark matter is the rotation-curve problem: the disagreement between measured galactic rotation curves and their luminous mass. A novel solution to thi…
Machine Learning on Heterogeneous, Edge, and Quantum Hardware for Particle Physics (ML-HEQUPP)
Julia Gonski, Jennifer Ott, Jenni Ott +129
The next generation of particle physics experiments will face a new era of challenges in data acquisition, due to unprecedented data rates and volumes along with extreme environmen…
The Making of a Community Dark Matter Dataset with the National Science Data Fabric
Amy Roberts, Jack Marquez, Kin Hong NG +9
Dark matter is believed to constitute approximately 85 percent of the universes matter, yet its fundamental nature remains elusive. Direct detection experiments, though globally de…
Describe Data to get Science-Data-Ready Tooling: Awkward as a Target for Kaitai Struct YAML
Manasvi Goyal, Andrea Zonca, Amy Roberts +2
In some fields, scientific data formats differ across experiments due to specialized hardware and data acquisition systems. Researchers need to develop, document, and maintain expe…
Rotation Curve Fitting Model
Sophia Natalia Cisneros, Richard Ott, Meagan Crowley +16
One key piece of evidence for dark matter is the flat rotation curve problem: the disagreement between measured galactic rotation curves and their luminous mass. A novel solution t…
CompF5: End User Analysis Topical Group Report
Gavin S. Davies, Peter Onyisi, Amy Roberts
This report summarizes the work of the Computational Frontier topical group on end user analysis for Snowmass 2021. End User Analysis refers to the extraction of physics results fr…