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Active Learning via Bayesian Optimization for Materials Discovery
Online Presentations | 25 Jun 2021 | Contributor(s):: Hieu Doan, Garvit Agarwal
In this tutorial, we will demonstrate the use of active learning via Bayesian optimization (BO) to identify ideal molecular candidates for an energy storage application.
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Adam Allsop
https://nanohub.org/members/69587
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Ali lashani zand
https://nanohub.org/members/352618
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Ali Muhammad Malik
https://nanohub.org/members/195904
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Aluminum: a safe, economical, high energy density material for energy storage, transport and splitting water to make hydrogen on demand
Online Presentations | 30 Mar 2009 | Contributor(s):: Jerry M. Woodall
In 1968, a team lead by the author discovered that liquid gallium saturated with aluminum at room temperature would split water into hydrogen gas, alumina and heat. More recently his current team has discovered that bulk, solid Al rich alloys will also split water in the same manner. Since 1) the...
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An Introduction to Rechargeable Batteries
Online Presentations | 27 Nov 2017 | Contributor(s):: Vilas Pol
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Aniruddha Jana
I am PhD student in the School of Materials Engineering at Purdue University. I work on microstructure modeling of rechargeable batteries, in Prof. R Edwin García's group.
https://nanohub.org/members/86007
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Anu Maria Augustine
https://nanohub.org/members/176447
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Austine Francisco Fernando
https://nanohub.org/members/293181
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B Manjunath
https://nanohub.org/members/79445
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Batteries - Challenges and Solutions
Online Presentations | 15 Jun 2017 | Contributor(s):: Vilas Pol
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Battery Optimization
Tools | 27 Jul 2016 | Contributor(s):: Lefei Zhang, Guang Lin, Salar Safarkhani
Tool for modeling Porous Lithium-Ion Batteries for optimization and uncertainty quantification.
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Bayesian optimization tutorial using Jupyter notebook
Tools | 09 Jun 2021 | Contributor(s):: Hieu Doan, Garvit Agarwal
Active learning via Bayesian optimization for materials discovery
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Bifunctional Air Electrode Studies
Presentation Materials | 01 Apr 2016 | Contributor(s):: Brian Demczyk, C. T. Liu
This presentation outlines a number of fundamental and processing studies conducted on carbon-based bifunctional air electrodes
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Bridging Mechanics and Electrochemistry: Experiments and Modeling on Battery Materials
Online Presentations | 03 Oct 2018 | Contributor(s):: Kejie Zhao
This talk focuses on the interplay of mechanics, such as large deformation, plasticity, and fracture, with chemical reactions in Li-ion batteries. I will discuss the theories of coupled diffusion and stress, stress regulated interfacial reactions, reactive flow, and corrosive fracture in...
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Challenges and Opportunities in the Design of Rechargeable Batteries
Online Presentations | 26 Feb 2016 | Contributor(s):: R. Edwin García
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Chris Jones
https://nanohub.org/members/221455
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Common Materials for Uncommon Microsystems
Online Presentations | 15 Dec 2016 | Contributor(s):: Babak Ziaie
2016 Adams Lecture, Mechanical Engineering, Purdue University
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David R. Ely
https://nanohub.org/members/16130
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Degradation in Rechargeable Li-Ion Batteries
Online Presentations | 17 Mar 2016 | Contributor(s):: R. Edwin García