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M Ross Kunz
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Extracting knowledge from data through catalysis informatics
AJ Medford, MR Kunz, SM Ewing, T Borders, R Fushimi
Acs Catalysis 8 (8), 7403-7429, 2018
2222018
Model updating for spectral calibration maintenance and transfer using 1-norm variants of Tikhonov regularization
MR Kunz, JH Kalivas, E Andries
Analytical chemistry 82 (9), 3642-3649, 2010
662010
A machine learning framework for early detection of lithium plating combining multiple physics-based electrochemical signatures
BR Chen, MR Kunz, TR Tanim, EJ Dufek
Cell Reports Physical Science 2 (3), 2021
582021
Correlated synthetic time series generation for energy system simulations using Fourier and ARMA signal processing
PW Talbot, C Rabiti, A Alfonsi, C Krome, MR Kunz, A Epiney, C Wang, ...
International Journal of Energy Research 44 (10), 8144-8155, 2020
452020
Impact of standardization sample design on Tikhonov regularization variants for spectroscopic calibration maintenance and transfer
MR Kunz, J Ottaway, JH Kalivas, E Andries
Journal of chemometrics 24 (3‐4), 218-229, 2010
452010
Updating a synchronous fluorescence spectroscopic virgin olive oil adulteration calibration to a new geographical region
MR Kunz, J Ottaway, JH Kalivas, CA Georgiou, GA Mousdis
Journal of agricultural and food chemistry 59 (4), 1051-1057, 2011
442011
Battery aging mode identification across NMC compositions and designs using machine learning
BR Chen, CM Walker, S Kim, MR Kunz, TR Tanim, EJ Dufek
Joule 6 (12), 2776-2793, 2022
292022
Formation of Surface Impurities on Lithium–Nickel–Manganese–Cobalt Oxides in the Presence of CO2 and H2O
Z Fang, MP Confer, Y Wang, Q Wang, MR Kunz, EJ Dufek, B Liaw, ...
Journal of the American Chemical Society 143 (27), 10261-10274, 2021
292021
Transient kinetic experiments within the high conversion domain: the case of ammonia decomposition
Y Wang, MR Kunz, S Siebers, H Rollins, J Gleaves, G Yablonsky, ...
Catalysts 9 (1), 104, 2019
222019
Accumulation dynamics as a new tool for catalyst discrimination: an example from ammonia decomposition
Y Wang, MR Kunz, Z Fang, G Yablonsky, R Fushimi
Industrial & Engineering Chemistry Research 58 (24), 10238-10248, 2019
192019
Data driven reaction mechanism estimation via transient kinetics and machine learning
MR Kunz, A Yonge, Z Fang, R Batchu, AJ Medford, D Constales, ...
Chemical Engineering Journal 420, 129610, 2021
182021
Deciphering the Mechanistic Role of Individual Oxide Phases and Their Combinations in Supported Mn–Na2WO4 Catalysts for Oxidative Coupling of Methane
Y Wang, S Sourav, JP Malizia, B Thompson, B Wang, MR Kunz, E Nikolla, ...
ACS Catalysis 12 (19), 11886-11898, 2022
152022
TAPsolver: A Python package for the simulation and analysis of TAP reactor experiments
A Yonge, MR Kunz, R Batchu, Z Fang, T Issac, R Fushimi, AJ Medford
Chemical Engineering Journal 420, 129377, 2021
152021
Multivariate calibration maintenance and transfer through robust fused LASSO
M Ross Kunz, Y She
Journal of Chemometrics 27 (9), 233-242, 2013
152013
Foundations for a fission battery digital twin
J Browning, A Slaughter, R Kunz, J Hansel, B Rolston, K Wilsdon, A Pluth, ...
Nuclear Technology 208 (7), 1089-1101, 2022
142022
Digital twin to detect nuclear proliferation: A case study
C Ritter, R Hays, J Browning, R Stewart, S Bays, G Reyes, M Schanfein, ...
Journal of Energy Resources Technology 144 (10), 102108, 2022
132022
Accelerated battery life predictions through synergistic combination of physics-based models and machine learning
S Kim, Z Yi, MR Kunz, EJ Dufek, TR Tanim, BR Chen, KL Gering
Cell Reports Physical Science 3 (9), 2022
132022
Early battery performance prediction for mixed use charging profiles using hierarchal machine learning
MR Kunz, EJ Dufek, Z Yi, KL Gering, MG Shirk, K Smith, BR Chen, ...
Batteries & Supercaps 4 (7), 1186-1196, 2021
112021
Probability theory for inverse diffusion: Extracting the transport/kinetic time-dependence from transient experiments
MR Kunz, R Batchu, Y Wang, Z Fang, G Yablonsky, D Constales, ...
Chemical Engineering Journal 402, 125985, 2020
102020
Rate/concentration kinetic petals: a transient method to examine the interplay of surface reaction processes
Y Wang, MR Kunz, D Constales, G Yablonsky, R Fushimi
The Journal of Physical Chemistry A 123 (40), 8717-8725, 2019
102019
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