4 papers
Scalable Preconditioners for the Pseudo-4D DFN Lithium-ion Battery Model
Thomas Roy, Nicholas W. Brady, Giovanna Bucci +5
The pseudo-4D Doyle-Fuller-Newman (DFN) model enables predictive simulation of lithium-ion batteries with three-dimensional electrode architectures and particle-scale diffusion, ex…
Topology Optimization for the Full-Cell Design of Porous Electrodes in Electrochemical Energy Storage Devices
Hanyu Li, Giovanna Bucci, Nicholas W. Brady +7
In this paper, we introduce a density-based topology optimization framework to design porous electrodes for maximum energy storage. We simulate the full cell with a model that inco…
Scalable physics-guided data-driven component model reduction for steady Navier-Stokes flow
Seung Whan Chung, Youngsoo Choi, Pratanu Roy +6
Computational physics simulation can be a powerful tool to accelerate industry deployment of new scientific technologies. However, it must address the challenge of computationally…
Scaled-up prediction of steady Navier-Stokes equation with component reduced order modeling
Seung Whan Chung, Youngsoo Choi, Pratanu Roy +6
Scaling up new scientific technologies from laboratory to industry often involves demonstrating performance on a larger scale. Computer simulations can accelerate design and predic…