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1,505 research outcomes, page 1 of 151
  • software . 2021
    Restricted
    Authors:
    Biegel, Kathryn;
    Publisher: DOE CODE

    Models the generation asset investment decisions of individual utility "agents" in a user-specified electricity market. Agents employ limited local resources and information to evaluate projections of future market events, and determine when and how quickly they should ...

  • software . 2021
    Open Source
    Authors:
    Zhang, Yichen; Qiu, Feng;
    Publisher: DOE CODE

    The software develops a framework for training intelligent agent to conduct automatic service restoration in power distribution systems. The framework is based on imitation learning paradigm with a mixed-integer programming based expert and environment. The software als...

  • software . 2021
    Restricted
    Authors:
    Di, Zichao; Syed, Sajid Ali; Otten, Matthew;
    Publisher: DOE CODE

    PIRT is a tomography inversion code that incorporates center of rotation correction written with the goal of being scalable on HPC systems. PIRT is built upon PETSc (which handles the optimization routines, data management and parallel I/O), Boost (which handles geometr...

  • software . 2021
    Open Source
    Authors:
    Kumar, Neeraj; McNaughton, Andrew; Zucker, Jeremy;
    Publisher: DOE CODE

    Bayesian Metabolic Inference is a platform to integrate genome-scale multi-omics data into an iterative method to obtain optimized recommendations for optimal target compound production. This method uses a variational inference approach to approximate new posterior data...

  • software . 2021
    Open Source
    Authors:
    Hoyt, Charles Tapley; Zucker, Jeremy; Parent, Marc-Antoine; Cottam, Joseph; Bakker, Craig;
    Publisher: DOE CODE

    ❓y0 (pronounced "why not?") is for causal inference in Python: a software library intended to support the scientific discovery process.

  • software . 2021
    Restricted
    Authors:
    Romero-Severson, Ethan;
    Publisher: DOE CODE

    Code used in the generation, application, and execution of model and methods related to work in theoretical and computational biology specifically surrounding the evolution, ecology, and epidemiology of infectious disease. This code included the implementation of models...

  • software . 2021
    Restricted
    Authors:
    Hungerford, Aimee;
    Publisher: DOE CODE

    Software developed by ASC personnel and that includes physics which aims to understand astrophysics-only applications. This provides a list of concrete code types allowed within this Blanket, but here I offer more detail about what each of those types entail. - Galactic...

  • software . 2021
    Open Source
    Authors:
    Begeman, Carolyn; Asay-Davis, Xylar; Van Roekel, Luke; Smith, Katherine; Li, Qing; Conlon, LeAnn; Sinha, Anirban; Garanaik, Amrapalli;
    Publisher: DOE CODE

    PALM-LANL is a model system for conducting large-eddy simulations, that is, simulations of turbulence that only resolve the largest turbulent eddies and rely on a turbulence closure scheme to represent the smallest turbulent eddies. PALM-LANL is based on PALM version 5....

  • software . 2021
    Open Source
    Authors:
    McDermott, Tom; Central, PNNL Developer; Huang, Qiuhua; Liu, Yuan;
    Publisher: DOE CODE

    ConverterBlocks uses the output of detailed electromagnetic transient (EMT) simulations to produce generalized block diagram models of power electronic systems. The process uses deep learning with customized block architectures. The outputs are reduced-order models that...

  • software . 2021
    Open Source
    Authors:
    Nandanoor, Sai Pushpak; Central, PNNL Developer; Choudhury, Sutanay; Pal, Seemita; Agarwal, Khushbu; Kundu, Soumya; Wu, Yinghui; Guan, Sheng; Ahmed, Arman;
    Publisher: DOE CODE

    Two datadriven predictive approaches, namely, {\em Koopman Operator Theoretic (KOT)-based} model and {\em Graph Neural Network (GNN)-based model}, to enable effective power system state predictions. The KOT-based approaches (Robust DMD, deepDMD) capture the power system...

1,505 research outcomes, page 1 of 151