Upcoming Events
Hybrid Applied Mathematics Seminar
Conference/Seminar
Talk Title: Solving Heat Transfer and Fluid Flow Problems with Reduced Order Models and Neural Networks
Speaker: Dr. Zilong Song Department of Math & Stat, USU
Abstract: The friction stir welding process can be modelled using a system of heat transfer and Navier-Stokes equations with a shear dependent viscosity. Finding numerical solutions of this system of nonlinear partial differential equations over a set of parameter space, however, is extremely time-consuming. Therefore, it is desirable to find a computationally efficient method that can be used to obtain an approximation of the solution with acceptable accuracy. In this talk, we present a reduced basis method for solving the parametrized coupled system of heat and Navier-Stokes equations using a proper orthogonal decomposition (POD). In addition, we apply a machine learning algorithm based on an artificial neural network (ANN) to learn (approximately) the relationship between relevant parameters and the POD coefficients. Our computational experiments demonstrate that substantial speed-up can be achieved while maintaining reasonable accuracy.
Biology Speaker Seminar Series: Dr. Anne Murphy
Conference/Seminar
Dr. Anne Murphy from Georgia State University will be presenting "Impact of Age and Sex on Opioid Modulation of Pain" in-person as well as on Zoom. Join the seminar in-person in LSB 207 or on Zoom: https://usu-edu.zoom.us/j/83955459503?pwd=bXhoNCtLb1UzTy9zcEV1V3ByUzZodz09
Science Unwrapped - Seeing Science
Panel Discussion/Presentation | Science Unwrapped
Inquiring minds of all ages are invited to Science Unwrapped, the public outreach program of USU's College of Science. Featured speaker is USU data scientist Kevin Moon, who presents "Seeing Science: Using Machine Learning to Visualize Data" at 7 pm in the Emert Auditorium (ESLC 130) of the Eccles Science Learning Center on USU's Logan campus. Admission is free. Dr. Moon's talk will be recorded and posted on Science Unwrapped's website following the talk: www.usu.edu/science/unwrapped
Due to pandemic restrictions, hands-on learning activities following the talk will not be offered in-person at this time. We encourage our guests to visit our website for video learning activities: https://www.usu.edu/unwrapped/learning-activities/index
Kevin Moon's Science Unwrapped Talk
Conference/Seminar | Science Unwrapped
Seeing Science: Using machine learning to visualize data.
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