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Machine Learning for Property Prediction and Materials Discovery
Presentation Materials | 20 Sep 2019 | Contributor(s): Mackinzie S Farnell, Nicolae C Iovanac, Brett Matthew Savoie
Machine learning displays excellent potential for generating material property predictions and discovering novel compounds with desirable properties; however, it can be prohibitively costly to obtain data to train machine learning models. This barrier can be overcome by training models to...
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CHE 597A Lecture 14: Solar Energy - Photovoltaics and Crop Production
Online Presentations | 15 Oct 2019 | Contributor(s): Peter Bermel
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CHE 597A Lecture 13: Solar Energy - Storage Oveview
Online Presentations | 15 Oct 2019 | Contributor(s): Peter Bermel
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CHE 597A Lecture 12: Solar Energy - Photovoltaics
Online Presentations | 15 Oct 2019 | Contributor(s): Peter Bermel
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CHE 597A Lecture 11: Chemicals Production in a Solar Powered World
Online Presentations | 01 Oct 2019 | Contributor(s): Rakesh Agrawal
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CHE 597A Lecture 10: Potential Pathways to Meet Daily Needs in a Solar Driven World
Online Presentations | 01 Oct 2019 | Contributor(s): Rakesh Agrawal
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CHE 597A Lecture 9B: Ecology, Ecosystems, Ecophysiology, Food Security: The Challenge of Realizing the Virtuous Cycle II
Online Presentations | 23 Sep 2019 | Contributor(s): Sylvie M. Brouder
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CHE 597A Lecture 9A: Ecology, Ecosystems, Ecophysiology, Food Security: The Challenge of Realizing the Virtuous Cycle I
Online Presentations | 23 Sep 2019 | Contributor(s): Sylvie M. Brouder
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CHE 597A Lecture 8: Sidebar on Soil Organic Matter, N Mineralization and C Sequestration
Online Presentations | 13 Sep 2019 | Contributor(s): Sylvie M. Brouder
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CHE 597A Lecture 7: Plant Response to Soil and Farm and Energy Farms
Online Presentations | 12 Sep 2019 | Contributor(s): Shelby Gruss
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CHE 597A Lecture 6: Plants Respond to Light, Climate, and Soil Factors
Online Presentations | 10 Sep 2019 | Contributor(s): Shelby Gruss
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ME 697R Lecture 5.3B: First Principles Method - Density Functional Theory II
Online Presentations | 10 Jan 2020 | Contributor(s): Xiulin Ruan
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ME 697R Lecture 5.3A: First Principles Method - Density Functional Theory I
Online Presentations | 30 Oct 2019 | Contributor(s): Xiulin Ruan
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ME 697R Lecture 5.2: First Principles Method - Electronic Structure of Solids
Online Presentations | 29 Oct 2019 | Contributor(s): Xiulin Ruan
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ME 697R Lecture 5.1: First Principles Method - Electronic Structure of Atoms and Molecules
Online Presentations | 24 Oct 2019 | Contributor(s): Xiulin Ruan
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ME 697R Lecture 3.9: Molecular Dynamics - Modal Methods
Online Presentations | 02 Oct 2019 | Contributor(s): Xiulin Ruan
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ME 697R Lecture 3.8: Molecular Dynamics - Introduction to LAMMPS
Online Presentations | 26 Nov 2019 | Contributor(s): Xiulin Ruan
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ME 697R Lecture 3.7: Molecular Dynamics - Argon Thermal Conductivity: A Case Study
Online Presentations | 11 Nov 2019 | Contributor(s): Xiulin Ruan
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ME 697R Lecture 3.6: Molecular Dynamics - Non-equilibrium MD
Online Presentations | 23 Sep 2019 | Contributor(s): Xiulin Ruan
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ME 697R Lecture 3.5: Molecular Dynamics - Autocorrelation Function and Transport Properties
Online Presentations | 23 Sep 2019 | Contributor(s): Xiulin Ruan