Be able to simulate and predict highly complex artificial processes such as the internet or economies.Be able to simulate and predict highly complex natural processes such as weather dynamics or flame propagation.infer the topics of documents), or genomes (eg. find patterns in the stock market), text data (eg. Be able to build models from data, such as images (eg.Facility with performing massive-scale computations.algorithms for dealing with continuous functions Understanding computational methods for dealing with massive and high-dimensional datasets.
building optimal models from noisy and complex data Understanding statistical inference, i.e.The student who pursues Modeling & Simulation can combine it with Intelligence to become a data miner, or with Media to build visualizations of large amounts of scientific data, or People to build work flow systems for scientists who aren't computing experts to use. Elective courses enable students to further develop and apply their knowledge and skills to a specific discipline where Modeling & Simulation plays an important role. The required coursework in Modeling & Simulation includes topics in continuous and discrete mathematics, the sciences, and computing. Combining this background with a knowledge in computer science will yield the basic tools necessary to transform abstract conceptual models to computer programs that execute efficiently on digital machines. The Modeling & Simulation thread is intended for students interested in developing a deep understanding and appreciation of how natural and human-generated systems such as weather, biological processes, supply chains, or computers, can be represented by mathematical models and computer software. Such models are widely used today to better understand and predict the behavior of such systems.īecause these models are often described and represented by mathematical expressions, and the models themselves often deal with physical phenomena, a background in mathematics and the sciences is required. Constellations Center for Equity in Computing.School of Computational Science and Engineering.Office of Outreach, Enrollment and Community.
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