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Development and evaluation of granular simulation for integrating computational thinking into computational physics courses. [PDF]

open access: yesEduc Inf Technol (Dordr), 2022
Computational thinking (CT) is an essential skill in the twenty-first century. The computational physics course (CPC) is one subject that is designed to support students in the practice of CT.
Muliyati D   +6 more
europepmc   +2 more sources

Active learning algorithm for computational physics [PDF]

open access: yesPhysical Review Research, 2020
In large-scale computations of physical problems, one often encounters the situation of having to determine a multidimensional function, which can be numerically costly when computing each point in this multidimensional space is already time-demanding ...
Juan Yao   +4 more
doaj   +2 more sources

Computational Complexity in Physics [PDF]

open access: green, 2001
This is a brief review paper summarizing talks at the NATO school on Complexity and Large Deviations in Geilo, Norway, 2001.
Cristopher Moore
openalex   +5 more sources

Prevalence and nature of computational instruction in undergraduate physics programs across the United States

open access: yesPhysical Review Physics Education Research, 2018
A national survey of physics faculty was conducted to investigate the prevalence and nature of computational instruction in physics courses across the United States. 1246 faculty from 357 unique institutions responded to the survey.
Marcos D. Caballero, Laura Merner
doaj   +2 more sources

Research in Geant4 electromagnetic physics design, and its effects on computational performance and quality assurance

open access: green, 2009
The Geant4 toolkit offers a rich variety of electromagnetic physics models; so far the evaluation of this Geant4 domain has been mostly focused on its physics functionality, while the features of its design and their impact on simulation accuracy ...
M. Augelli   +11 more
openalex   +4 more sources

Deep Learning and Computational Physics (Lecture Notes) [PDF]

open access: yesarXiv.org, 2023
These notes were compiled as lecture notes for a course developed and taught at the University of the Southern California. They should be accessible to a typical engineering graduate student with a strong background in Applied Mathematics.
Deep Ray, Orazio Pinti, A. Oberai
semanticscholar   +1 more source

Physicality, modeling, and agency in a computational physics class [PDF]

open access: yesPhysical Review Physics Education Research, 2022
Computation is intertwined with essentially all aspects of physics research and is invaluable for physicists' careers. Despite its disciplinary importance, integration of computation into physics education remains a challenge and, moreover, has tended to
A. M. Phillips   +4 more
semanticscholar   +1 more source

Physics for neuromorphic computing [PDF]

open access: yesNature Reviews Physics, 2020
Neuromorphic computing takes inspiration from the brain to create energy efficient hardware for information processing, capable of highly sophisticated tasks. In this article, we make the case that building this new hardware necessitates reinventing electronics. We show that research in physics and material science will be key to create artificial nano-
Danijela Marković   +3 more
openaire   +5 more sources

Data augmentation and feature selection for automatic model recommendation in computational physics [PDF]

open access: yesMathematical and Computational Applications, 2021
Classification algorithms have recently found applications in computational physics for the selection of numerical methods or models adapted to the environment and the state of the physical system.
Thomas Daniel   +3 more
semanticscholar   +1 more source

Exploring Projections for HIV Infection with Pre-Exposure Prophylaxis Usage in a High-Risk Population

open access: yesApplied Sciences, 2022
Prevention of type-1 human immunodeficiency virus (HIV) infections has primarily been through condom usage, abstinence, and behavioral and risk awareness programs.
Jeramy Lewis, Robert E. Camley
doaj   +1 more source

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