233 citations · 340 across the 3 of their papers we have counts for
3 papers
cs.LG2023★ 233 cited
Uncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A Tutorial
Venkat Nemani, Luca Biggio, Xun Huan +6
On top of machine learning models, uncertainty quantification (UQ) functions as an essential layer of safety assurance that could lead to more principled decision making by enablin…
physics.chem-ph2017★ 28 cited
Uncovering the role of flow rate in redox-active polymer flow batteries: simulation of reaction distributions with simultaneous mixing in tanks
V. Pavan Nemani, Kyle C. Smith
Redox flow batteries (RFBs) are potential solutions for grid-scale energy storage, and deeper understanding of the effect of flow rate on RFB performance is needed to develop effic…
cond-mat.mtrl-sci2015★ 79 cited
Design of bi-tortuous, anisotropic graphite anodes for fast ion-transport in Li-ion batteries
V. Pavan Nemani, Stephen J. Harris, Kyle C. Smith
Thick Li-ion battery electrodes with high ion transport rates could enable batteries that cost less and that have higher gravimetric and volumetric energy density, because they req…