488 citations · 1.1k across the 11 of their papers we have counts for
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AutoMat: Accelerated Computational Electrochemical systems Discovery
Emil Annevelink, Rachel Kurchin, Eric Muckley +17
Large-scale electrification is vital to addressing the climate crisis, but several scientific and technological challenges remain to fully electrify both the chemical industry and…
Promise and Challenges of a Data-Driven Approach for Battery Lifetime Prognostics
Valentin Sulzer, Peyman Mohtat, Suhak Lee +2
Recent data-driven approaches have shown great potential in early prediction of battery cycle life by utilizing features from the discharge voltage curve. However, these studies ca…
A Suite of Reduced-Order Models of a Single-Layer Lithium-ion Pouch Cell
Scott G. Marquis, Robert Timms, Valentin Sulzer +2
For many practical applications, fully coupled three-dimensional models describing the behaviour of lithium-ion pouch cells are too computationally expensive. However, owing to the…
Asymptotic Reduction of a Lithium-ion Pouch Cell Model
Robert Timms, Scott G. Marquis, Valentin Sulzer +2
A three-dimensional model of a single-layer lithium-ion pouch cell is presented which couples conventional porous electrode theory describing cell electrochemical behaviour with an…