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Material will be clustered into units of varying duration, as indicated below. The list of topics will evolve, according to the interests of the class and instructors.

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There will be a few projects throughout semester that will build on the course material and utilize open source software and open data in physics and related fields. There will be two 75-minute classes each week, split into discussions of core principles and hands-on exercises involving coding and data. This course will introduce students to the fundamentals of analysis and interpretation of scientific data, and applications of machine learning to problems common in laboratory science such as classification and regression. PHYS 503 Instrumentation Physics Applications of Machine Learning credit: 4 Hours.ĭesigned to give students a solid foundation in machine learning applications to physics, positioning itself at the intersection of machine learning and data-intensive science. Prerequisite: Instructor Approval Required. The event will be specific to each offering and may include activities such as physics-based museum exhibits and performance pieces. The projects will be presented at a culminating event at the end of the semester. This process will include: Project design independent study team work and dedicated assignments. With collaboration and guidance from their instructors and across-campus experts, student projects will be taken from inception to completion. Identifying themes based on their exposure and interest, students will form interdisciplinary project teams. Students will explore the stunning creations that have emerged from synergies between the sciences and the arts. Students will explore such physics topics while they actively participate in a broad range of artistic practices and expression. Where Art Meets Physics is a project-based, cross-disciplinary course for students interested in both exposure to the frontiers of physics and experiences in the arts. Usually commercial software or games are produced for sale or to serve a commercial purpose.PHYS 495 Where the Arts Meets Physics credit: 3 Hours.

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Even though, most trial software products are only time-limited some also have feature limitations. After that trial period (usually 15 to 90 days) the user can decide whether to buy the software or not. Trial software allows the user to evaluate the software for a limited amount of time. Demos are usually not time-limited (like Trial software) but the functionality is limited.

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In some cases, all the functionality is disabled until the license is purchased. Demoĭemo programs have a limited functionality for free, but charge for an advanced set of features or for the removal of advertisements from the program's interfaces. In some cases, ads may be show to the users. Basically, a product is offered Free to Play (Freemium) and the user can decide if he wants to pay the money (Premium) for additional features, services, virtual or physical goods that expand the functionality of the game. This license is commonly used for video games and it allows users to download and play the game for free. There are many different open source licenses but they all must comply with the Open Source Definition - in brief: the software can be freely used, modified and shared. Programs released under this license can be used at no cost for both personal and commercial purposes.

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Open Source software is software with source code that anyone can inspect, modify or enhance. Freeware products can be used free of charge for both personal and professional (commercial use). * Supports single GPU and NVIDIA SLI technology* on DirectX 9 and OpenGL.įreeware programs can be downloaded used free of charge and without any time limitations. * Supports multiple languages and APIs for GPU computing: CUDA C, CUDA C++, CUDA Fortran, OpenCL, DirectCompute, and Microsoft C++ AMP. * Updates PhysX System Software to for improved compatibility with Alice: Madness Returns and Batman: Arkham City. WRC 2: FIA World Rally Championship 2011 * Boosts Mass Effect 3 SLI performance to up to 2x.

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