Conferences, Lectures, & Seminars
Events for April
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Mork Family Department of Chemical Engineering and Materials Science Seminar - Lyman L. Handy Colloquia
Tue, Apr 09, 2019 @ 04:00 PM - 05:20 PM
Mork Family Department of Chemical Engineering and Materials Science
Conferences, Lectures, & Seminars
Speaker: Professor Nick Sahinidis, Chemical Engineering, Carnegie Mellon University
Talk Title: ALAMO: Machine learning from data and first principles
Abstract: We have developed the ALAMO methodology with the aim of producing a tool capable of using data to learn algebraic models that are accurate and as simple as possible. ALAMO relies on (a) integer nonlinear optimization to build low-complexity models from input-output data, (b) derivative-free optimization to collect additional data points that can be used to improve tentative models, and (c) global optimization to enforce physical constraints on the mathematical structure of the model. We present computational results and comparisons between ALAMO and a variety of learning techniques, including Latin hypercube sampling, simple least-squares regression, and the lasso. We also describe results from applications in CO2 capture that motivated the development of ALAMO.
Host: Dr. Joe Qin
Location: John Stauffer Science Lecture Hall (SLH) - 200
Audiences: Everyone Is Invited
Contact: Karen Woo/Mork Family
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Mork Family Department of Chemical Engineering and Materials Science Seminar - Distinguished Lecture Series
Tue, Apr 16, 2019 @ 04:00 PM - 12:21 PM
Mork Family Department of Chemical Engineering and Materials Science
Conferences, Lectures, & Seminars
Speaker: Dr. Ruth Schwaiger, KIT
Talk Title: 3D Nano-Architected Metamaterials
Host: Dr. Andrea Hodge
Location: John Stauffer Science Lecture Hall (SLH) - 200
Audiences: Everyone Is Invited
Contact: Karen Woo/Mork Family
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Mork Family Department of Chemical Engineering and Materials Science Seminar - Distinguished Lecture Series
Tue, Apr 30, 2019 @ 04:00 PM - 05:20 PM
Mork Family Department of Chemical Engineering and Materials Science
Conferences, Lectures, & Seminars
Speaker: Professor Rishi Raj, Materials Science & Engineering Program - University of Colorado Boulder
Talk Title: The Physics of Flash Sintering and Related Phenomena
Abstract: Flash sintering, first discovered in 2010, has three features, a non-linear increase in electrical conductivity, electroluminescence and a massive increase in solid state diffusion. More recently the experiments have expanded into new regimes of physics and materials science. For example powders of elemental oxides sinter and transform into single phase ceramics of complex chemistries in a few seconds at furnace temperature well below 1000 C. The simplicity and frugality of the method is striking. Flash is emerging as an enabling technology for the synthesis of compounds, such as solid-state electrolytes for lithium ion batteries, which are difficult to make by conventional methods
Host: Dr. Branicio
Location: John Stauffer Science Lecture Hall (SLH) - 200
Audiences: Everyone Is Invited
Contact: Karen Woo/Mork Family