Active Learning via Bayesian Optimization for Materials Discovery
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.
Bayesian optimization tutorial using Jupyter notebook
11 Jun 2021 | | Contributor(s):: Hieu Doan, Garvit Agarwal
Active learning via Bayesian optimization for materials discovery
Module 7: Active Learning for Design of Experiments
30 Sep 2020 | | Contributor(s):: Alejandro Strachan, Juan Carlos Verduzco Gastelum
This module introduces active learning in the context of materials discovery with hands-on online simulations. Active learning is a subset of machine learning where the information available at a given time is used to decide what areas of space to explore next. In this module, we will explore...
Ali Muhammad Malik
Batteries - Challenges and Solutions
15 Jun 2017 | | Contributor(s):: Vilas Pol
Power for Pulse Power Applications
12 Dec 2016 | | Contributor(s):: Robert P. Hamlen
The focus of this talk will be to provide information of electrochemical systems capable of providing pulse power for a variety of applications, from electric buses to pulse power weapons. There will be a review of the various primary and rechargeable batteries, as well as a discussion of...
[Illinois] AMC 2016 workshop: In-situ and real time study of SEI formation on anode in a Lithium battery cell using atomic force microscope
13 Jun 2016 | | Contributor(s):: Song Xu
Advanced Material Characterization Workshop June 7-8 2016 Federick Seitz Materials Research Laboratory, University of Illinois at Urbana Champaign
Challenges and Opportunities in the Design of Rechargeable Batteries
21 Mar 2016 | | Contributor(s):: R. Edwin García
Degradation in Rechargeable Li-Ion Batteries
17 Mar 2016 | | Contributor(s):: R. Edwin García
dualfoil.py Demonstration Video: User-Friendly Electrochemical Simulations for Porous Electrodes
10 Feb 2016 | | Contributor(s):: R. Edwin García
Companion demonstration video for the tool dualfoil.py.
dualfoil.py Tutorial: User-Friendly Electrochemical Simulations for Porous Electrodes
Tutorial lecture for the tool dualfoil.py.
Dualfoil.py: Porous Electrochemistry for Rechargeable Batteries
22 Aug 2015 | | Contributor(s):: Lucas Darby Robinson, R. Edwin García
Open Source Friendly Graphical User Interface for the classic dualfoil (Newman) model
MSE 597GM Lecture 25: Transport in Rechargeable Batteries V
04 Dec 2012 | | Contributor(s):: R. Edwin García
MSE 597GM Lecture 24: Transport in Rechargeable Batteries IV
MSE 597GM Lecture 23: Transport in Rechargeable Batteries III
20 Nov 2012 | | Contributor(s):: R. Edwin García
MSE 597GM Project Feedback
MSE 597GM Lecture 22: Transport in Rechargeable Batteries II
MSE 597GM Lecture 21: Transport in Rechargeable Batteries I
14 Nov 2012 | | Contributor(s):: R. Edwin García