E(3)-equivariant graph neural networks for data-efficient and accurate interatomic potentials
Batzner, Simon, Musaelian, Albert, Sun, Lixin, Geiger, Mario, Mailoa, Jonathan P, Kornbluth, Mordechai, Molinari, Nicola, Smidt, Tess E, Kozinsky, Boris
Published in Nature communications (04.05.2022)
Published in Nature communications (04.05.2022)
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Journal Article
Learning local equivariant representations for large-scale atomistic dynamics
Musaelian, Albert, Batzner, Simon, Johansson, Anders, Sun, Lixin, Owen, Cameron J, Kornbluth, Mordechai, Kozinsky, Boris
Published in Nature communications (03.02.2023)
Published in Nature communications (03.02.2023)
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Journal Article
Resistance to fracture in the glassy solid electrolyte Lipon
Kalnaus, Sergiy, Westover, Andrew S., Kornbluth, Mordechai, Herbert, Erik, Dudney, Nancy J.
Published in Journal of materials research (01.03.2021)
Published in Journal of materials research (01.03.2021)
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Journal Article
Accurate and scalable graph neural network force field and molecular dynamics with direct force architecture
Park, Cheol Woo, Kornbluth, Mordechai, Vandermause, Jonathan, Wolverton, Chris, Kozinsky, Boris, Mailoa, Jonathan P.
Published in npj computational materials (21.05.2021)
Published in npj computational materials (21.05.2021)
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Journal Article
A community-powered search of machine learning strategy space to find NMR property prediction models
Bratholm, Lars A, Gerrard, Will, Anderson, Brandon, Bai, Shaojie, Choi, Sunghwan, Dang, Lam, Hanchar, Pavel, Howard, Addison, Kim, Sanghoon, Kolter, Zico, Kondor, Risi, Kornbluth, Mordechai, Lee, Youhan, Lee, Youngsoo, Mailoa, Jonathan P, Nguyen, Thanh Tu, Popovic, Milos, Rakocevic, Goran, Reade, Walter, Song, Wonho, Stojanovic, Luka, Thiede, Erik H, Tijanic, Nebojsa, Torrubia, Andres, Willmott, Devin, Butts, Craig P, Glowacki, David R
Published in PloS one (20.07.2021)
Published in PloS one (20.07.2021)
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Journal Article
A fast neural network approach for direct covariant forces prediction in complex multi-element extended systems
Mailoa, Jonathan P., Kornbluth, Mordechai, Batzner, Simon, Samsonidze, Georgy, Lam, Stephen T., Vandermause, Jonathan, Ablitt, Chris, Molinari, Nicola, Kozinsky, Boris
Published in Nature machine intelligence (01.10.2019)
Published in Nature machine intelligence (01.10.2019)
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Journal Article
Negentropy Generation and Fractality in the Dry Friction of Polished Surfaces
Fleurquin, Pablo, Fort, Hugo, Kornbluth, Mordechai, Sandler, Roman, Segall, Mordecai, Zypman, Fredy
Published in Entropy (Basel, Switzerland) (01.03.2010)
Published in Entropy (Basel, Switzerland) (01.03.2010)
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Journal Article
Light-induced electronic non-equilibrium in plasmonic particles
Kornbluth, Mordechai, Nitzan, Abraham, Seideman, Tamar
Published in The Journal of chemical physics (07.05.2013)
Published in The Journal of chemical physics (07.05.2013)
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Journal Article
Learning local equivariant representations for large-scale atomistic dynamics
Musaelian, Albert, Batzner, Simon, Johansson, Anders, Sun, Lixin, Owen, Cameron J., Kornbluth, Mordechai, Kozinsky, Boris
Published in Nature communications (03.02.2023)
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Published in Nature communications (03.02.2023)
Journal Article
Orbital Mixer: Using Atomic Orbital Features for Basis-Dependent Prediction of Molecular Wavefunctions
Shmilovich, Kirill, Willmott, Devin, Batalov, Ivan, Kornbluth, Mordechai, Mailoa, Jonathan, Kolter, J. Zico
Published in Journal of chemical theory and computation (11.10.2022)
Published in Journal of chemical theory and computation (11.10.2022)
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Journal Article
Resistance to fracture in the glassy solid electrolyte Lipon
Kalnaus, Sergiy, Westover, Andrew, Kornbluth, Mordechai, Herbert, Erik G., Dudney, Nancy
Published in Journal of materials research (25.01.2021)
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Published in Journal of materials research (25.01.2021)
Journal Article
Medium-Range Ordering in the Ionic Glass Electrolytes LiPON and LiSiPON
Westover, Andrew S., Kornbluth, Mordechai, Egami, Takeshi, Liu, Jue, Kalnaus, Sergiy, Ma, Dong, Kercher, Andrew K., Neuefeind, Joerg C., Everett, Michelle, Torres, Victor, Martin, Steve W., Kozinsky, Boris, Dudney, Nancy J.
Published in Chemistry of materials (11.04.2023)
Published in Chemistry of materials (11.04.2023)
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Journal Article
Electronic structure manipulation composition tuning for the development of highly conductive and acid-stable oxides
Byeon, Young-Woon, Mailoa, Jonathan, Kornbluth, Mordechai, Lee, Gi-Hyeok, Cai, Zijian, Sun, Yingzhi, Yang, Wanli, Johnston, Christina, Christensen, Jake, Kim, Soo, Cheng, Lei, Kim, Haegyeom
Published in Journal of materials chemistry. A, Materials for energy and sustainability (08.11.2022)
Published in Journal of materials chemistry. A, Materials for energy and sustainability (08.11.2022)
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Journal Article
Electronic structure manipulation via composition tuning for the development of highly conductive and acid-stable oxides
Byeon, Young-Woon, Mailoa, Jonathan, Kornbluth, Mordechai, Lee, Gi-Hyeok, Cai, Zijian, Sun, Yingzhi, Yang, Wanli, Johnston, Christina, Christensen, Jake, Kim, Soo, Cheng, Lei, Kim, Haegyeom
Published in Journal of materials chemistry. A, Materials for energy and sustainability (11.10.2022)
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Published in Journal of materials chemistry. A, Materials for energy and sustainability (11.10.2022)
Journal Article
Plasma Synthesis of Spherical Crystalline and Amorphous Electrolyte Nanopowders for Solid-State Batteries
Westover, Andrew S, Kercher, Andrew K, Kornbluth, Mordechai, Naguib, Michael, Palmer, Max J, Cullen, David A, Dudney, Nancy J
Published in ACS applied materials & interfaces (11.03.2020)
Published in ACS applied materials & interfaces (11.03.2020)
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Journal Article
Electronic structure manipulation via composition tuning for the development of highly conductive and acid-stable oxides
Byeon, Young-Woon, Mailoa, Jonathan, Kornbluth, Mordechai, Lee, Gi-Hyeok, Cai, Zijian, Sun, Yingzhi, Yang, Wanli, Johnston, Christina, Christensen, Jake, Kim, Soo, Cheng, Lei, Kim, Haegyeom
Published in Journal of materials chemistry. A, Materials for energy and sustainability (08.11.2022)
Published in Journal of materials chemistry. A, Materials for energy and sustainability (08.11.2022)
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Journal Article
ELECTROCHEMICAL CELL CATALYST STATE OF HEALTH MONITORING DEVICE
KUPPAN SARAVANAN, CRAIG NATHAN P, BRAATEN JONATHAN, CHENG LEI, TUFFILE CHARLES, KITCHAEV DANIIL, KORNBLUTH MORDECHAI
Year of Publication 18.12.2023
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Year of Publication 18.12.2023
Patent
COATED FUEL CELL CATALYST MATERIALS
SAMSONIDZE GEORGY, KIM SOO, MAILOA JONATHAN, HELLSTROM SONDRA, KORNBLUTH MORDECHAI, GADELRAB KARIM
Year of Publication 30.08.2022
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Year of Publication 30.08.2022
Patent