Ryan Jacobs
Ryan Jacobs
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New frontiers for the materials genome initiative
JJ de Pablo, NE Jackson, MA Webb, LQ Chen, JE Moore, D Morgan, ...
npj Computational Materials 5 (1), 41, 2019
Opportunities and challenges for machine learning in materials science
D Morgan, R Jacobs
Annual Review of Materials Research 50 (1), 71-103, 2020
Origins of large voltage hysteresis in high-energy-density metal fluoride lithium-ion battery conversion electrodes
L Li, R Jacobs, P Gao, L Gan, F Wang, D Morgan, S Jin
Journal of the American Chemical Society 138 (8), 2838-2848, 2016
Tuning perovskite oxides by strain: Electronic structure, properties, and functions in (electro) catalysis and ferroelectricity
J Hwang, Z Feng, N Charles, XR Wang, D Lee, KA Stoerzinger, S Muy, ...
Materials Today 31, 100-118, 2019
Predicting the thermodynamic stability of perovskite oxides using machine learning models
W Li, R Jacobs, D Morgan
Computational Materials Science 150, 454-463, 2018
Material discovery and design principles for stable, high activity perovskite cathodes for solid oxide fuel cells
R Jacobs, T Mayeshiba, J Booske, D Morgan
Advanced Energy Materials 8 (11), 1702708, 2018
Understanding and controlling the work function of perovskite oxides using density functional theory
R Jacobs, J Booske, D Morgan
Advanced Functional Materials 26 (30), 5471-5482, 2016
Assessing correlations of perovskite catalytic performance with electronic structure descriptors
R Jacobs, J Hwang, Y Shao-Horn, D Morgan
Chemistry of Materials 31 (3), 785-797, 2019
Lithium transport through lithium-ion battery cathode coatings
S Xu, RM Jacobs, HM Nguyen, S Hao, M Mahanthappa, C Wolverton, ...
Journal of Materials Chemistry A 3 (33), 17248-17272, 2015
Frontiers in Thermionic Cathode Research
DM Kirkwood, SJ Gross, TJ Balk, MJ Beck, J Booske, D Busbaher, ...
IEEE Transactions on Electron Devices 65 (6), 2061-2071, 2018
Ab Initio Modeling of Electrolyte Molecule Ethylene Carbonate Decomposition Reaction on Li(Ni,Mn,Co)O2 Cathode Surface
S Xu, G Luo, R Jacobs, S Fang, MK Mahanthappa, RJ Hamers, D Morgan
ACS applied materials & interfaces 9 (24), 20545-20553, 2017
Materials Discovery of stable and nontoxic halide perovskite materials for high‐efficiency solar cells
R Jacobs, G Luo, D Morgan
Advanced Functional Materials 29 (23), 1804354, 2019
Work function and surface stability of tungsten-based thermionic electron emission cathodes
R Jacobs, D Morgan, J Booske
APL Materials 5 (11), 2017
Error assessment and optimal cross-validation approaches in machine learning applied to impurity diffusion
HJ Lu, N Zou, R Jacobs, B Afflerbach, XG Lu, D Morgan
Computational Materials Science 169, 109075, 2019
Electronic Structure-Based Descriptors for Oxide Properties and Functions
L Giordano, K Akkiraju, R Jacobs, D Vivona, D Morgan, Y Shao-Horn
Accounts of Chemical Research 55 (3), 298-308, 2022
The Materials Simulation Toolkit for Machine Learning (MAST-ML): an automated open source toolkit to accelerate data-driven materials research
R Jacobs, T Mayeshiba, B Afflerbach, L Miles, M Williams, M Turner, ...
Computational Materials Science 176, 109544, 2020
Strain control of oxygen kinetics in the Ruddlesden-Popper oxide La1.85Sr0.15CuO4
TL Meyer, R Jacobs, D Lee, L Jiang, JW Freeland, C Sohn, T Egami, ...
Nature communications 9 (1), 92, 2018
Stretching Epitaxial La0.6Sr0.4CoO3−δ for Fast Oxygen Reduction
D Lee, R Jacobs, Y Jee, A Seo, C Sohn, AV Ievlev, OS Ovchinnikova, ...
The Journal of Physical Chemistry C 121 (46), 25651-25658, 2017
Massive Vacancy Concentration Yields Strong Room-Temperature Ferromagnetism in Two-Dimensional ZnO
X Yin, Y Wang, R Jacobs, Y Shi, I Szlufarska, D Morgan, X Wang
Nano letters 19 (10), 7085-7092, 2019
Factors Controlling Oxygen Interstitial Diffusion in the Ruddlesden–Popper Oxide La2–xSrxNiO4+δ
S Xu, R Jacobs, D Morgan
Chemistry of Materials 30 (20), 7166-7177, 2018
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