main webpage W Topic Mathematics arXiv (Cornell University) Simulation of Hadronic Interactions with Deep Generative Models 2023 Accurate simulation of detector responses to hadrons is paramount for all physics programs at the Large Hadron Collider (LHC). Central to this simulation is the modeling of hadronic interactions. Unfortunately, the absence of first-principle theoretical guida… Article Open Mathematics Open Article Page

Mathematics

Area of knowledge Mathematics is an area of knowledge that includes the topics of numbers, formulas and related structures, shapes and the spaces in which they are contained, and quantities and their changes. These topics are represented in modern mathematics with the major subdisciplines of number theory, algebra, geometry, and analysis, respectively. There is no general consensus among mathematicians about a common definition for their academic discipline. Most mathematical activity involves the discovery of properties of abstract objects and the use of pure reason to prove them. These objects consist of either abstractions from nature or—in modern mathematics—entities that are stipulated to have certain properties, called axioms. Critical Symbolic Virtual Narrative Open Mathematics Open Article Page

Exploring foci of: arXiv (Cornell University) Simulation of Hadronic Interactions with Deep Generative Models 2023 Accurate simulation of detector responses to hadrons is paramount for all physics programs at the Large Hadron Collider (LHC). Central to this simulation is the modeling of hadronic interactions. Unfortunately, the absence of first-principle theoretical guidance has made this a formidable challenge. The state-of-the-art simulation tool, \textsc{Geant4}, currently relies on phenomenology-inspired parametric models. Each model is designed to simulate hadronic interactions within specific energy ranges and for partic… Open Article Page

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Explore Mathematics W Topic Mathematics arXiv (Cornell University) Simulation of Hadronic Interactions with Deep Generative Models 2023 Accurate simulation of detector responses to hadrons is paramount for all physics programs at the Large Hadron Collider (LHC). Central to this simulation is the modeling of hadronic interactions. Unfortunately, the absence of first-principle theoretical guida… Article Critical Symbolic Virtual Narrative Open Mathematics Open Article Page