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102 Research products, page 1 of 11

  • Publications
  • Research software
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  • 2022-2022
  • DOE CODE

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  • Open Source English
    Authors: 
    KONG, QINGKAI;
    Publisher: Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)

    This package contains the code for the paper Combining Deep Learning with Physics Based Features in Explosion-Earthquake Discrimination published at Geophysical Research Letters. There are two Jupyter notebooks, one for building and training the two-branch model, and th...

  • Research software . 2022
    Open Source
    Authors: 
    HALEY, CHARLOTTE ANNA LISA; HEBBUR VENKATA SUBBA RAO, VISHWAS;
    Publisher: DOE CODE

    This code performs fast interpolation for volume datasets, specifically, Laplace and Matern interpolation where missing data are on a grid of arbitrary dimension.

  • Open Source English
    Authors: 
    Joann VanDervort, Lauren;
    Publisher: Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)

    One complication to infectious disease forecasting efforts is delay in reporting of cases, where real-time data often under-report the true disease burden. This pair of R scripts (1) provides example code demonstrating several strategies to account for the reporting del...

  • Research software . 2022
    Open Source
    Authors: 
    Balakireva, Lyudmila; Klein, Martin;
    Publisher: DOE CODE

    The trace crawler is a tool for selective web crawling to archive web resources with well-defined boundaries. The specific web navigation steps (or trace) are formulated for the families of webpages, where layout or HTML structure can be similar but the content is diffe...

  • Open Source
    Authors: 
    Ramakrishnaiah, Vinay; Schram, Malachi; Suetterlein, Josh; Flynn, Thomas; Fujimoto, Ted; Gawande, Nitin; Ghosh, Sayan; Huang, Yunzhi; Kagawa, Ai; Mancinelli, Asher; +5 more
    Publisher: DOE CODE

    A scalable software framework for reinforcement learning environments and agents/policies used for the Design and Control applications

  • Open Source English
    Authors: 
    Duwadi, Kapil; McKenna, Killian; Nagarajan, Adarsh;
    Publisher: National Renewable Energy Laboratory (NREL), Golden, CO (United States)

    SHIFT is a light weight software package that allows user to to build synthetic feeders around any locations in India. It uses open street data such as roads and buildings and distribution system design principles to generate distribution system model aka feeder model.

  • Open Source JUPYTER NOTEBOOK
    Authors: 
    Duplyakin, Dmitry; Beckers, Koenraad; Martin, Michael; Johnston, Henry; Siler, Drew;
    Publisher: DOE CODE

    This is a repository with the tools developed for predicting energy produced at Open-Source Reservoir (OSR). It includes both simulation data for OSR, as well as Jupyter notebooks for training and evaluating prediction models. OSR was constructed based on the data from ...

  • Research software . 2022
    Open Source English
    Authors: 
    Wall, Michael;
    Publisher: Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)

    LUNUS software for generating 3D maps of diffuse scattering from macromolecular X-ray crystallography diffraction images. A set of tools needed for advanced refinement of crystal structures and crystallographic charge density models. Includes tools for processing X--ray...

  • Research software . 2022
    Open Source Python
    Authors: 
    Gurecky, William; Collins, Benjamin; Kropaczek, Dave; Pandya, Tara; Laiu, Ming Tse Paul;
    Publisher: DOE CODE

    The computer code uses a parallel simulated annealing framework with embedded machine learning components to solve multi-constrained optimization problems. The software automatically balances the execution of low and high fidelity physics models within the optimization ...

  • Research software . 2022
    Restricted C
    Authors: 
    Baskaran, Muthu; Leggas, Dimitri; von Hofe, Brendan; Langston, M. Harper; Ezick, James; Letourneau, Pierre-David;
    Publisher: DOE CODE

    ENSIGN is a data analytics software package offering a modern unsupervised machine learning solution for scalable discovery in Big Data. The analytics in ENSIGN are based on an advanced mathematical tool called tensor decomposition and they are optimized to run efficien...