This dataset contains portfolios of energy storage, sized in relation to operational outputs from production cost simulations over historical weather conditions, using the storage sizing model available at https://github.com/pnnl/StorageSizing . Datasets are presented with respect to the Western...

This dataset was generated using an iterative active-learning strategy implemented in the ArcaNN software package (https://github.com/arcann-chem/arcann_training) to train machine-learning interatomic potentials for aqueous ZnCl₂ solutions. Each active-learning cycle consisted of three stages...

This dataset is an open-source repository of spectral data measured at Pacific Northwest National Laboratory (PNNL). This database provides quantitative values for the complex index of refraction for seven polycyclic aromatic hydrocarbon (PAH) solids. A list of the chemicals is available in the...

This repository contains the data used in the manuscript "Single particle measurements and probabilistic simulations of mixed dust-biological ice nucleating particles". Data includes single particle elemental composition from the computer controlled scanning electron microscopy (CCSEM), single...

Fluorescently tagged bacterial soil isolates were cultured with N-acetylglucosamine, chitopentose, or chitin in porous SoilChip devices designed to mimic the structural habitats found in soil. Imaging analysis was used to examine how microbial traits, nutrient substrate solubility and degree of...

Software Description ThermoOpt is an optimization-based software tool designed to evaluate the emergent dynamics of cell populations by modeling the regulated metabolic processes of individual cells. Using maximum entropy production rate optimization, ThermoOpt estimates kinetic parameters and...

Download the zip file What this tool does… Provides a simple Excel template for collecting end‑to‑end inventory data on mechanical and electrical equipment, with a focus on thermal systems (e.g., RTUs, air handlers). Provides consistent BABA‑relevant fields including materials, manufacturing origin...

A plasma metabolomics dataset obtained from The Environmental Determinants of Diabetes in the Young (TEDDY) consortium. Data are from a matched case-control study where samples were plasma samples from 3 months prior to a case developing islet autoimmunity. The outcome of interest was autoantibody...

Dataset Description The purpose of this experiment was to evaluate the human host cellular response to wild type human coronavirus strain 229E (HCoV-229E) infection. Sample data was obtained for mock-infected and HCoV-229E infected immortalized human lung epithelial cells (A549) (MOI 3) and...

Dataset Description The purpose of this experiment was to evaluate the human host cellular response to wild type human coronavirus strain 229E (HCoV-229E) infection, specifically how histones are modified following infection. Sample data was obtained from mock-infected and HCoV-229E-infected...

This is a snapshot of the master branch of the Storage Sizing model repository

This data package comprises omics datasets from human pancreatic islets treated with IL-1β + IFNγ or with β-Estradiol (E2) for 18 h. Two RNA-seq datasets are available: the first is a discovery dataset involving human islets treated with or without IL-1β + IFNγ for 18 hours; the second is a...

This dataset contains time series of output operational features from production cost simulations over historical weather conditions. Datasets are presented with respect to the Western Interconnection of the US, on a zonal scale. Operational features are obtained from production cost simulations...

The data package consists of isolated pancreatic islets from 3 human donors treated with IL-1β, IFNγ or IL-1β + IFNγ for 6 h and IL-1β, IFNγ, IL-1β + IFNγ, IL-1β + IFNγ + NMMA or NMMA for 18 h and submitted for scRNA-seq ( Table S1 ). This study examines cytokine-stimulated changes in gene...

The data package consists of isolated pancreatic islets from adult male C57BL6/J mice treated with IL-1β + IFNγ, IL-1β + IFNγ + NMMA, or NMMA alone for 18 h and submitted for scRNA-seq ( Table S1 ). This study focused on the cell-type-specific effects of nitric oxide signaling in islets and...