Multiscale Modeling- Methods and Applications

Tuesday, 15 May 2018: 08:00-12:00
Room 619 (Washington State Convention Center)
Chairs:
Venkat R. Subramanian and Jean St-Pierre
08:00
1323
(Invited) Stochastics in Energy Storage: Interface to Microstructure
P. P. Mukherjee, A. N. Mistry (Purdue University), and K. Smith (National Renewable Energy Laboratory)
08:40
1324
A Machine Learning Based Computational Protocol for Rapid Screening of Carbon Based Materials for Lithium Ion Battery Applications
S. S. Jang (Georgia Institute of Technology) and P. Sood (Computational NanoBio Technology Lab, GaTech)
09:00
1325
Is There Room for Theory in Data Science? Encoding Physics into Machine Learning Algorithms
N. Dawson-Elli (University of Washington, Seattle) and V. R. Subramanian (VS)
09:20
1326
Efficient Simulation of Novel Electrode Architectures
A. Subramaniam, T. Jang (University of Washington, Seattle), Y. Qi (University of Washington), P. Liu (University of California, San Diego), and V. R. Subramanian (University of Washington, Seattle, Pacific Northwest National Laboratory)
09:40
Break
10:00
1327
A Reduced Order Method for Three-Dimensional Lithium-Ion Battery Simulation
G. Li, S. Li (Ansys Inc.), and C. Yang (National Renewable Energy Laboratory)
10:20
1328
The Analytical Transport Network Model for Diffusive-Reactive Flow in 3-D Microstructural Networks: A Computationally Economical Model for Potential Use in Multi-Scale Modeling Efforts
A. P. Cocco (U.S. Army Research Laboratory), A. Nakajo (Ecole Polytechnique Fédérale de Lausanne), K. N. Grew (U.S. Army Research Laboratory), and W. K. S. Chiu (University of Connecticut)
10:40
1329
Quantum-Continuum Simulations of High Power Density Oxide Electrodes for Pseudocapacitive Energy Storage
N. D. Keilbart (The Pennsylvania State University), Y. Okada, S. Higai (Murata Manufacturing Co., Ltd.), and I. Dabo (The Pennsylvania State University)
11:00
1330
Alloying Effects on Superionic Conductivity in Lithium Indium Halides for All-Solid-State Batteries
N. Adelstein (San Francisco State University), A. Zevgolis (San Francisco State University, Georgetown University), B. C. Wood (Lawrence Livermore National Laboratory), Z. Mehmedović, A. T. Hall, and T. C. Alves (San Francisco State University)
11:20
1331
Direct Estimation of Parameters from Charge-Discharge Curves of Lithium-Ion Batteries Using Pseudo-2 Dimensional (P2D) Models
S. Kolluri (University of Washington), N. Dawson-Elli (University of Washington, Seattle), C. D. Parke, M. Pathak (University of Washington), Z. Wu, S. Santhanagopalan (National Renewable Energy Laboratory), and V. R. Subramanian (University of Washington, Seattle)
11:40
1332
Model - Based Design and Control of Lead-Acid Batteries: Is There Any More Juice Left in a System That Is 158 Years Old?
A. Subramaniam (University of Washington, Seattle), D. Majumdar (Exide Technologies), and V. R. Subramanian (University of Washington, Seattle, Pacific Northwest National Laboratory)
See more of: F02: Multiscale Modeling, Simulation and Design – From Conventional Methods to the Latest in Data Science
See more of: Electrochemical Engineering
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