M. Ross Kunz

Extracting Knowledge from Data through Catalysis Informatics

Andrew J. Medford, M. Ross Kunz, Sarah Ewing et al. · ACS Catalysis · 2018 · 236 citations · Full text

Engineering, Chemical Analysis, Knowledge Extraction +28

Battery aging mode identification across NMC compositions and designs using machine learning

Bor‐Rong Chen, Cody Walker, Sang‐Wook Kim et al. · Joule · 2022 · 73 citations · Full text

Electric Battery, Electrical Engineering, Engineering +8

A machine learning framework for early detection of lithium plating combining multiple physics-based electrochemical signatures

Bor‐Rong Chen, M. Ross Kunz, Tanvir R. Tanim et al. · Cell Reports Physical Science · 2021 · 65 citations · Full text

Model Updating for Spectral Calibration Maintenance and Transfer Using 1-Norm Variants of Tikhonov Regularization

M. Ross Kunz, John H. Kalivas, Erik Andries · Analytical Chemistry · 2010 · 63 citations

Engineering, Measurement, Spectrum Estimation +24

Correlated synthetic time series generation for energy system simulations using Fourier and ARMA signal processing

Paul Talbot, Cristian Rabiti, Andrea Alfonsi et al. · International Journal of Energy Research · 2020 · 42 citations · Full text

Arma Signal Processing, Engineering, Energy Conversion +17