Post, November 13, 2025 • (Sandia National Laboratories) This dataset includes data from the Monterey Bay Aquarium Research Institute (MBARI) wave energy converter (WEC) and a nearby located Sofar Spotter buoy. The Monterey Bay Aquarium Research Institute has developed and deployed a small two-body point absorber wave energy device suitable to autonomous underwater vehicle, sensor...
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Module Characterization Data
Post, November 13, 2025 • (Sandia National Laboratories) Lifetime testing and characterization of PV modules from different manufacturers. Link to Dataset Module Characterization DataDate last updated: 2020
MultiSolSegment: EL images and masks
Post, November 13, 2025 • (Sandia National Laboratories) This dataset was used to train MultiSolSegment, a multi-channel segmentation model for photovoltaic defect detection. It contains electroluminescent (EL) images of monocrystalline solar modules from four sources: Arizona State University Case Western Reserve University (DuPont and SunEdison datasets) Lawrence Berkeley National Laboratory (part of the pv-vision effort)All...
Photovoltaic Module Current-Voltage and Electroluminescence Image Data (PV-IV-EL)
Post, November 13, 2025 • (Sandia National Laboratories) This dataset consists of 613 sets of corresponding current-voltage trace (IV) flash test data and electroluminescence (EL) image data for commercial PV modules from the Photovoltaic Systems Evaluation Laboratory at Sandia National Laboratories. PV modules are from fielded systems in Albuquerque, New Mexico, USA. Measurements of corresponding...
Power plant analysis results by county
Post, November 13, 2025 • (Sandia National Laboratories) Raw data in excel format to be submitted as supplemental material as part of a journal article submission titled "Distributional Health Impacts of Replacing Power-Plants with Energy Storage and PV" These data include a list of counties in the continental U.S., the number percent of people that...
Power plant analysis results by facility
Post, November 13, 2025 • (Sandia National Laboratories) Raw data in excel format to be submitted as supplemental material as part of a journal article submission titled "Distributional Health Impacts of Replacing Power-Plants with Energy Storage and PV" These data include a list of powerplants in the continental U.S., how much air pollution they produced...
Power-plant replacement results
Post, November 13, 2025 • (Sandia National Laboratories) Raw data in excel format to be submitted as supplemental material as part of a journal article submission titled "Distributional Health Impacts of Replacing Power-Plants with Energy Storage and PV" These data include a list of powerplants in the continental U.S., how expensive each would be to...
PR100: Puerto Rico Grid Resilience and Transition to 100% Renewable Energy
Post, September 29, 2026 • (National Laboratory of the Rockies, Sandia National Laboratories, Argonne National Laboratory, Pacific Northwest National Laboratory, Lawrence Berkeley National Laboratory, Oak Ridge National Laboratory) The Puerto Rico Grid Resilience and Transitions to 100% Renewable Energy Study (PR100) comprehensively analyzes possible pathways for Puerto Rico to achieve its renewable energy goals while...
PV Performance Modeling – Data and Resources
Post, November 13, 2025 • (Sandia National Laboratories) The Photovoltaic (PV) Performance Modeling Collaborative (PVPMC) organized a blind PV performance modeling intercomparison to allow PV modelers to blindly test their models and modeling ability against real system data. Measured weather and irradiance data were provided along with detailed descriptions of PV systems from two locations...
Sandia Mechanics Challenge 2023 Information Packet
Post, November 13, 2025 • (Sandia National Laboratories) The Sandia Mechanics Challenge (SMC) provides the solid-mechanics community a forum for assessing its ability to predict mechanical behavior in structures and materials through a blind, round-robin format. Computationalists are asked to predict the behavior of an unfamiliar geometry given experimental calibration data, their predictions are compared...
Simulated Vibrational Density of States and X-ray Diffraction Profiles of Mechanically Deformed and Disordered Atomic Structures in Gold, Iron, Magnesium, and Silicon
Post, November 13, 2025 • (Sandia National Laboratories) Raw molecular dynamics (LAMMPS) dump files, X-ray diffraction (XRD) compute outputs, and text files containing velocity autocorrelation function (VACF) measurements, computed vibrational density of states (VDoS) profiles, and microstructural descriptors of the dump files. Data was collected using the molecular dynamics code LAMMPS from simulations of bulk...
Solar Variability Data
Post, November 13, 2025 • (Sandia National Laboratories) To determine the impact of solar variability to electric grid operations, appropriate samples of solar variability must be used, but determining appropriate variability samples is difficult for locations without ground measurements. In this work, we evaluate and model the relationship between high-frequency and low-frequency solar variability. The...
Sputter deposited Mo thin films: multimodal characterization of residual stress, resistivity, crystallinity, and surface morphology
Post, November 13, 2025 • (Sandia National Laboratories) Multimodal datasets of materials are rich sources of information which can be leveraged for expedited discovery of process-structure-property relationships and for designing materials with specific structures and/or properties. Here, we provide a multimodal dataset of magnetron sputter-deposited molybdenum (Mo) thin films, which are used in a variety...
Steptoe Valley NV Data Compilation: Understanding a Stratigraphic Hydrothermal Resource Through Geophysical Imaging
Post, September 29, 2026 • (Sandia National Laboratories) Sandia National Laboratories partnered with a multi-disciplinary group of subject matter experts to evaluate a stratigraphic geothermal resource in Steptoe Valley, Nevada using both established and novel geophysical imaging techniques. Provided here are a compilation of newly acquired data over the area and select modeling efforts. This...
The Third Sandia Fracture Challenge
Post, November 13, 2025 • (Sandia National Laboratories) The Third Sandia Fracture Challenge (SFC3) is a collaborative effort for assessment of the state-of-the-art predictive capability in ductile failure. The Challenge is designed such that computational modelers are asked to predict ductile failure in an unfamiliar geometry using provided standard materials data. The SFC3, issued in...
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