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Mordechai Kornbluth
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E(3)-equivariant graph neural networks for data-efficient and accurate interatomic potentials
S Batzner, A Musaelian, L Sun, M Geiger, JP Mailoa, M Kornbluth, ...
Nature Communications 13, 2453, 2022
13672022
Learning local equivariant representations for large-scale atomistic dynamics
A Musaelian, S Batzner, A Johansson, L Sun, CJ Owen, M Kornbluth, ...
Nature Communications 14 (1), 579, 2023
4562023
Accurate and scalable graph neural network force field and molecular dynamics with direct force architecture
CW Park, M Kornbluth, J Vandermause, C Wolverton, B Kozinsky, ...
npj Computational Materials 7 (1), 73, 2021
139*2021
A fast neural network approach for direct covariant forces prediction in complex multi-element extended systems
JP Mailoa, M Kornbluth, S Batzner, G Samsonidze, ST Lam, ...
Nature machine intelligence 1 (10), 471-479, 2019
632019
Light-induced electronic non-equilibrium in plasmonic particles
M Kornbluth, A Nitzan, T Seideman
The Journal of chemical physics 138 (17), 2013
572013
Resistance to fracture in the glassy solid electrolyte Lipon
S Kalnaus, AS Westover, M Kornbluth, E Herbert, NJ Dudney
Journal of Materials Research 36, 787-796, 2021
382021
Analysis of shot-to-shot variability in post-disruption runaway electron currents for diverted DIII-D discharges
VA Izzo, DA Humphreys, M Kornbluth
Plasma Physics and Controlled Fusion 54, 095002, 2012
342012
Negentropy generation and fractality in the dry friction of polished surfaces
P Fleurquin, H Fort, M Kornbluth, R Sandler, M Segall, F Zypman
Entropy 12 (3), 480-489, 2010
242010
Uncertainties of coherent states for a generalized supersymmetric annihilation operator
M Kornbluth, F Zypman
Journal of Mathematical Physics 54 (1), 2013
212013
Plasma synthesis of spherical crystalline and amorphous electrolyte nanopowders for solid-state batteries
AS Westover, AK Kercher, M Kornbluth, M Naguib, MJ Palmer, DA Cullen, ...
ACS Applied Materials & Interfaces 12 (10), 11570-11578, 2020
202020
Group theoretical approach to computing phonons and their interactions
L Fu, M Kornbluth, Z Cheng, CA Marianetti
Physical Review B 100 (1), 014303, 2019
202019
A community-powered search of machine learning strategy space to find NMR property prediction models
LA Bratholm, W Gerrard, B Anderson, S Bai, S Choi, L Dang, P Hanchar, ...
Plos one 16 (7), e0253612, 2021
172021
Desalination electrode
KIM Soo, J Mailoa, M Kornbluth, G Samsonidze, M Metzger, S Kuppan, ...
US Patent 10,988,391, 2021
112021
Spectral Denoising for Accelerated Analysis of Correlated Ionic Transport
N Molinari, Y Xie, I Leifer, M Kornbluth, B Kozinsky
Physical Review Letters 127, 025901, 2021
102021
Medium-Range Ordering in the Ionic Glass Electrolytes LiPON and LiSiPON
AS Westover, M Kornbluth, T Egami, J Liu, S Kalnaus, D Ma, AK Kercher, ...
Chemistry of Materials 35 (7), 2730-2739, 2023
72023
Desalination device
KIM Soo, M Metzger, J Mailoa, M Kornbluth, G Samsonidze, S Kuppan, ...
US Patent App. 16/448,440, 2020
52020
Origin of spinel nanocheckerboards via first principles
M Kornbluth, CA Marianetti
Physical Review Letters 114 (22), 226102, 2015
52015
Fuel cell electrode catalyst layer coating
KIM Soo, J Mailoa, M Kornbluth, Y Gorlin, G Samsonidze, B Kozinsky, ...
US Patent 11,145,875, 2021
42021
Electronic structure manipulation via composition tuning for the development of highly conductive and acid-stable oxides
YW Byeon, JP Mailoa, M Kornbluth, GH Lee, Z Cai, Y Sun, W Yang, ...
Journal of Materials Chemistry A, 2022
32022
Amorphous LiF as an Artificial SEI Layer for Lithium Batteries
M Kornbluth, J Mailoa, B Kozinsky, G Samsonidze, JF Christensen
US Patent App. 16/046,867, 2019
32019
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