Center for Nanophase Matls Sciences

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• Unraveling Hidden Order and Dynamics in a Heterogeneous Ferroelectric System Using Machine Learning

  Dhakane, A. (Creator), Ganesh, P. (Creator) & Sivadas, N. (Creator), Constellation by Oak Ridge Leadership Computing Facility (OLCF), Apr 5 2021

  DOI: 10.13139/OLCF/1773493

  Dataset

• Sm-BFO STEM Datasets

  Nelson, C. (Creator), Takeuchi, I. (Creator) & Zhang, Z. (Creator), Constellation by Oak Ridge Leadership Computing Facility (OLCF), Apr 14 2021

  DOI: 10.13139/ORNLNCCS/1773704

  Dataset

• Feature extraction via similarity search: application to atom finding and denoising in electron and scanning probe microscopy imaging

  Somnath, S. (Creator), Smith, C. R. (Creator), Kalinin, S. (Creator), Chi, M. (Creator), Borisevich, A. (Creator), Cross, N. (Creator), Duscher, G. (Creator) & Jesse, S. (Creator), Constellation by Oak Ridge Leadership Computing Facility (OLCF), Aug 9 2018

  DOI: 10.13139/OLCF/1463696

  Dataset

• Using data-science approaches to unravel insights for enhanced transport of lithium ions in single-ion conducting polymer electrolyte

  Zhu, Q. (Creator), Liu, Y. (Creator), Shepard, L. B. (Creator), Bhattacharya, D. (Creator), Sinnott, S. (Creator), Reinhart, W. F. (Creator), Cooper, V. (Creator) & Kumar, R. (Creator), Constellation by Oak Ridge Leadership Computing Facility (OLCF), Oct 30 2024

  DOI: 10.13139/OLCF/2441479

  Dataset

• Replication Data for: Decoding reactive structures in dilute alloy catalysts

  Marcella, N. (Creator), Lim, J. S. (Creator), Plonka, A. (Creator), Yan, G. (Creator), Owen, C. J. (Creator), van der Hoeven, J. E. S. (Creator), Foucher, A. (Creator), Ngan, H. T. (Creator), Torrisi, S. B. (Creator), Marinkovic, N. (Creator), Stach, E. A. (Creator), Weaver, J. F. (Creator), Aizenberg, J. (Creator), Sautet, P. (Creator), Kozinsky, B. (Creator) & Frenkel, A. I. (Creator), Harvard Dataverse, May 17 2022

  DOI: 10.7910/DVN/QITYTI

  Dataset

• Replication Data for: Dilute Pd-in-Au alloy RCT-SiO2 catalysts for enhanced oxidative methanol coupling

  Filie, A. (Creator), Shirman, T. (Creator), Foucher, A. (Creator), Stach, E. A. (Creator), Aizenberg, M. (Creator), Aizenberg, J. (Creator), Friend, C. M. (Creator) & Madix, R. J. (Creator), Harvard Dataverse, Jan 10 2022

  DOI: 10.7910/DVN/QFJKJ7

  Dataset

• Defects in MX2 Phases (DMX) Dataset: STEM Digital Twins

  Fuhr, A. (Creator), Ganesh, P. (Creator), Vasudevan, R. (Creator) & Sumpter, B. (Creator), Constellation by Oak Ridge Leadership Computing Facility (OLCF), Nov 20 2023

  DOI: 10.13139/ORNLNCCS/1991531

  Dataset

• Defects in MX2 (DMX) 2.0: STEM Digital Twins

  Fuhr, A. (Creator), Ganesh, P. (Creator), Vasudevan, R. (Creator) & Sumpter, B. (Creator), Constellation by Oak Ridge Leadership Computing Facility (OLCF), Nov 20 2023

  DOI: 10.13139/ORNLNCCS/2203442

  Dataset

• Piezoresponse force spectroscopy on a ferroelectric PbTiO3 thin film

  Vasudevan, R. (Creator), Constellation by Oak Ridge Leadership Computing Facility (OLCF), May 12 2021

  DOI: 10.13139/ORNLNCCS/1782490

  Dataset

• Big Data Analytics for Scanning Transmission Electron Microscopy Ptychography

  Somnath, S. (Creator), Jesse, S. (Creator), Belianinov, A. (Creator), Beekman, C. (Creator), Kalinin, S. (Creator), Borisevich, A. (Creator), Chi, M. (Creator) & Lupini, A. (Creator), Constellation by Oak Ridge Leadership Computing Facility (OLCF), Aug 9 2018

  DOI: 10.13139/OLCF/1463599

  Dataset

• MoWSSe HAADF Image Dataset

  Vasudevan, R. (Creator) & Hachtel, J. (Creator), Constellation by Oak Ridge Leadership Computing Facility (OLCF), May 12 2021

  DOI: 10.13139/ORNLNCCS/1782584

  Dataset

• Graphene STEM Standard Datasets

  Dyck, O. (Creator), Constellation by Oak Ridge Leadership Computing Facility (OLCF), Apr 14 2021

  DOI: 10.13139/ORNLNCCS/1773705

  Dataset

• LaSrMnO3 Low Energy Electron Diffraction IV Data Repository

  Kelley, K. (Creator), Sharma, V. (Creator), Zhang, W. (Creator), Nascimento, V. B. (Creator) & Baddorf, A. (Creator), Constellation by Oak Ridge Leadership Computing Facility (OLCF), Jan 22 2021

  DOI: 10.13139/ORNLNCCS/1761204

  Dataset

• BEPS Propagation of priors Datasets

  Creange, N. (Creator), Kelley, K. (Creator), Smith, C. (Creator), Sando, D. (Creator), Paul, O. (Creator), Valanoor, N. (Creator), Somnath, S. (Creator), Jesse, S. (Creator), Kalinin, S. (Creator) & Vasudevan, R. (Creator), Constellation by Oak Ridge Leadership Computing Facility (OLCF), Jan 22 2021

  DOI: 10.13139/ORNLNCCS/1761194

  Dataset

• Replication Data for: New Role of Pd Hydride as a Sensor of Surface Pd Distributions in Pd-Au Catalysts

  Guan, E. (Creator), Foucher, A. (Creator), Marcella, N. (Creator), Shirman, T. (Creator), Luneau, M. (Creator), Head, A. R. (Creator), Verbart, D. M. A. (Creator), Aizenberg, J. (Creator), Friend, C. M. (Creator), Stacchiola, D. (Creator), Stach, E. A. (Creator) & Frenkel, A. I. (Creator), Harvard Dataverse, Aug 7 2020

  DOI: 10.7910/DVN/FH5NWC

  Dataset

• Replication Data for: Dynamical Change of Valence States and Structure in NiCu 3 Nanoparticles during Redox Cycling

  Foucher, A. (Creator), Marcella, N. (Creator), Lee, J. D. (Creator), Tappero, R. (Creator), Murray, C. B. (Creator), Frenkel, A. I. (Creator) & Stach, E. A. (Creator), Harvard Dataverse, Apr 8 2022

  DOI: 10.7910/DVN/MYCEOK

  Dataset

• A Database of Convergent Beam Electron Diffraction Patterns for Machine Learning of the Structural Properties of Materials

  Laanait, N. (Creator), Borisevich, A. (Creator) & Yin, J. (Creator), Constellation by Oak Ridge Leadership Computing Facility (OLCF), May 2 2019

  DOI: 10.13139/OLCF/1510313

  Dataset