| 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 | 920 | 2022 |
| 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 | 291 | 2023 |
| 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 | 102* | 2021 |
| Light-induced electronic non-equilibrium in plasmonic particles M Kornbluth, A Nitzan, T Seideman The Journal of chemical physics 138 (17), 2013 | 56 | 2013 |
| 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 | 52 | 2019 |
| 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 | 34 | 2012 |
| 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 | 31 | 2021 |
| 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 | 24 | 2010 |
| 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 | 19 | 2020 |
| Group theoretical approach to computing phonons and their interactions L Fu, M Kornbluth, Z Cheng, CA Marianetti Physical Review B 100 (1), 014303, 2019 | 18 | 2019 |
| Uncertainties of coherent states for a generalized supersymmetric annihilation operator M Kornbluth, F Zypman Journal of Mathematical Physics 54 (1), 2013 | 18 | 2013 |
| 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 | 14 | 2021 |
| Desalination electrode KIM Soo, J Mailoa, M Kornbluth, G Samsonidze, M Metzger, S Kuppan, ... US Patent 10,988,391, 2021 | 7 | 2021 |
| 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 | 6 | 2021 |
| Origin of Spinel Nanocheckerboards via First Principles M Kornbluth, CA Marianetti Physical Review Letters 114 (22), 226102, 2015 | 4 | 2015 |
| Fuel cell electrode catalyst layer coating KIM Soo, J Mailoa, M Kornbluth, Y Gorlin, G Samsonidze, B Kozinsky, ... US Patent 11,145,875, 2021 | 3 | 2021 |
| 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 | 3 | 2019 |
| 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 | 2 | 2023 |
| 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 | 2 | 2022 |
| Orbital Mixer: Using atomic orbital features for basis-dependent prediction of molecular wavefunctions K Shmilovich, D Willmott, I Batalov, M Kornbluth, J Mailoa, JZ Kolter Journal of Chemical Theory and Computation 18 (10), 6021-6030, 2022 | 2 | 2022 |
Jonathan Pradana MailoaTencent Quantum Lab; Past Work @ Bosch & MITVerified email at alum.mit.edu
