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...
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2025 Peregrine in-situ monitoring and training dataset for laser powder bed fusion and binder jet printers
Post, August 7, 2026 • (Oak Ridge National Laboratory) Peregrine, a software tool developed at Oak Ridge National Laboratory (ORNL), was used to collect and analyze in-situ monitoring (ISM) data from a Concept Laser M2 (Colibrium Additive) laser powder bed fusion (L-PBF) printer and an ExOne Innovent (Desktop Metal) binder jet printer. Data for four...
3D Printed Molding of High Aspect Ratio Cell-Impregnated Hydrogel Constructs
Post, August 7, 2026 • (University of Michigan) This research introduces a novel method to produce biomimetic shapes using low cost soluble 3D printed molds. Mesenchymal stem cells in alginate matrix cell viability was studied. The alginate stem cell structure is made in a construct that is 21 mm wide, 6 mm high, with an...
500-yr Projections of Thwaites Glacier, Antarctica, with MALI, including glacial isostatic adjustment
Post, November 13, 2025 • (Sandia National Laboratories, others) This archive contains model code, results, and analysis scripts for reproducing the material presented in the manuscript "Stabilizing effect of bedrock uplift on retreat of Thwaites Glacier, Antarctica, at centennial timescales" by Cameron Book, et al. Link to Dataset 500-yr Projections of Thwaites Glacier, Antarctica, with...
500-yr Projections of Thwaites Glacier, Antarctica, with MALI, including glacial isostatic adjustment: no elastic displacement
Post, November 13, 2025 • (Sandia National Laboratories, others) This archive contains a subset of results reproducing the material presented in the manuscript "Stabilizing effect of bedrock uplift on retreat of Thwaites Glacier, Antarctica, at centennial timescales" by Cameron Book, et al. This archive only includes results for the simulations with elastic displacement in the...
A Co-Registered In-Situ and Ex-Situ Dataset from a Laser Powder Bed Fusion Additive Manufacturing Process (Peregrine v2023-10)
Post, August 7, 2026 • (Oak Ridge National Laboratory) This release contains a co-registered in-situ and ex-situ Peregrine dataset from a single Concept Laser M2 Laser Powder Bed Fusion (L-PBF) stainless steel 316L build. These data were collected at the Manufacturing Demonstration Facility (MDF) located at Oak Ridge National Laboratory (ORNL). The dataset includes layer-wise...
A Co-Registered In-Situ and Ex-Situ Dataset from an Electron Beam Powder Bed Fusion Additive Manufacturing Process (Peregrine v2023-09)
Post, August 7, 2026 • (Oak Ridge National Laboratory) This release contains a co-registered in-situ and ex-situ Peregrine dataset from a single Arcam Q10 Electron Beam Powder Bed Fusion (EB-PBF) Inconel 738 build. These data were collected at the Manufacturing Demonstration Facility (MDF) located at Oak Ridge National Laboratory (ORNL). The dataset includes layer-wise Near...
A Co-Registered In-Situ and Ex-Situ Dataset of Electrical, Acoustic, and CT Characteristics from Wire Arc Additive Manufacturing Process
Post, August 7, 2026 • (Oak Ridge National Laboratory) Recent progress in sensing techniques and data analytics tools have significantly accelerated the development of Wire Arc Additive Manufacturing (WAAM) systems. This data centric approach emphasizes leveraging available data throughout the production process to optimize performance. Integration of extensive data analysis provides the opportunity to improve...
A Co-Registered In-Situ and Ex-Situ Tensile Properties Dataset from a Laser Powder Bed Fusion Additive Manufacturing Process (Peregrine v2023-11)
Post, August 7, 2026 • (Oak Ridge National Laboratory) This release contains a co-registered in-situ and ex-situ Peregrine dataset from five Concept Laser M2 Laser Powder Bed Fusion (L-PBF) stainless steel 316L builds containing 6,299 SS-J3 individually tracked tensile coupons. These data were collected at the Manufacturing Demonstration Facility (MDF) located at Oak Ridge National...
A Dynamic Plasticity Model for Rapidly-Heated 1045 Steel up to 1000 °C
Post, August 7, 2026 • (National Institute of Standards and Technology) This dataset contains raw mechanical data (strain, stress and strain rate curves and initial temperatures) for compression experiments performed on annealed 1045 steel using the NIST Kolsky Bar apparatus and a servohydraulic test machine that were used to generate fit coefficients for the plasticity...
A Fully Registered In-Situ and Ex-Situ Dataset for Metal Powder Bed Fusion Additive Manufacturing: Data Processing, Feature Extraction, Registration, and Uncertainties
Post, August 7, 2026 • (National Institute of Standards and Technology) This document details the data registration process for the previously published datasets from Additive Manufacturing Metrology Testbed (AMMT) parts, "Overhang Part X4," generated at the National Institute of Standards and Technology (NIST). The two datasets —one for process monitoring and the other for XCT...
A three-year building operational performance dataset for informing energy efficiency
Post, September 29, 2026 • (Lawrence Berkeley National Laboratory) This dataset was curated from an office building constructed in 2015 in Berkeley, California, which includes whole-building and end-use energy consumption, HVAC system operating conditions, indoor and outdoor environmental parameters, and occupant counts. The data was collected in three years from more than 300 sensors and...
AAA Fuels Handbook
Post, August 7, 2026 • (Argonne National Laboratory) PART A of this handbook is for metal alloy fuels. The metal alloy of transuranic elements (i.e., Pu, Np, Am, Cm, etc) in Zr, designated as TRU-Zr, is one of the primary candidate fuel types for the AAA system. The data found in the literature were critically...
Accelerated Multimodal Characterization of Ni and Ni-Fe Electrodeposited Films
Post, November 13, 2025 • (Sandia National Laboratories) This dataset constitutes the output from a novel workflow for accelerating the multimodal characterization of a combinatorial set of 915 electroplated Ni and Ni-Fe thin films, as outlined in accompanying paper “A Workflow for Accelerating Multimodal Data Collection for Electrodeposited Films.” Approximately four films were created for...
Additive Manufacturing Benchmark 2022 Schema
Post, August 7, 2026 • (National Institute of Standards and Technology) This resource is the implementation in XML Schema [1] of a data model that describes the Additive Manufacturing Benchmark 2022 series data. It provides a robust set of metadata for the build processes and their resulting specimens and for measurements made on these in...
Additive Manufacturing Benchmark Test Series (AM-Bench) 2018 Test Descriptions
Post, August 7, 2026 • (National Institute of Standards and Technology) The Additive Manufacturing Benchmark Test Series (AM-Bench) is developing a continuing series of controlled benchmark tests, in conjunction with a conference series, with two initial goals: 1) to allow modelers to test their simulations against rigorous, highly controlled additive manufacturing benchmark test data, and...
Advanced Clean Trucks (ACT) One-Time Fleet Reporting Vehicle Data: 2022-2024
Post, November 13, 2025 • (New York Open Data) Dataset containing information on location and usage of heavy-duty vehicles operated in New York State by large private entities and by government agencies and municipalities. Link to Dataset Advanced Clean Trucks (ACT) One-Time Fleet Reporting Vehicle Data: 2022-2024Date last updated: July 12, 2025
Advanced Manufacturing of Thermal Protection System Tiles for Space Plane Atmospheric Reentry
Post, August 7, 2026 • (Oak Ridge National Laboratory, Sierra Space Corporation) Thermal protection systems (TPS) constitute a major material, engineering, and manufacturing challenge for space access. Atmospheric re-entry generates very high heats and requires advanced materials to withstand such conditions. Combining the required materials and integrating them into the vehicle is a major engineering...
AgentDojo-Inspect
Post, November 13, 2025 • (National Institute of Standards and Technology) AgentDojo-Inspect is a codebase created by the U.S. AI Safety Institute to facilitate research into agent hijacking and defenses against said hijacking. Agent hijacking is a type of indirect prompt injection [1] in which an attacker inserts malicious instructions into data that may be ingested...
AlphaBuilding – Synthetic Buildings Operation Dataset
Post, September 29, 2026 • (Lawrence Berkeley National Laboratory) This is a synthetic building operation dataset which includes HVAC, lighting, miscellaneous electric loads (MELs) system operating conditions, occupant counts, environmental parameters, end-use and whole-building energy consumptions at 10-minute intervals. The data is created with 1395 annual simulations using the U.S. DOE detailed medium-sized reference office...
AM Bench 2018 measurement results data: optical microscopy of laser-scanned single tracks on nickel Alloy 625 plates (AMB2018-02)
Post, August 7, 2026 • (National Institute of Standards and Technology) The following optical micrograph data files are provided in support of the AM Bench 2018 modeling challenges associated with bare plate single track laser scans performed on the NIST Additive Manufacturing Metrology Testbed. These measurements were used in the AMB2018-02 set of challenges associated...
AM Bench 2018 Residual Elastic Strain Measurements of 3D Additive Manufacturing Builds of IN625 Artifacts Using Neutron Diffraction and Synchrotron X-ray Diffraction
Post, August 7, 2026 • (National Institute of Standards and Technology) The development of large residual elastic strains and stresses during laser powder-bed fusion (LPBF) additive manufacturing is one of the most significant barriers to widespread adoption. Accurate modeling of these strains and stresses is broadly recognized as an effective tool for mitigating these challenges,...
AM Bench 2022 Microstructure Measurements for IN718 3D builds
Post, August 7, 2026 • (National Institute of Standards and Technology) The following data files include microstructure measurement results associated with the 2022 Additive Manufacturing Benchmark test series (AM-Bench 2022) AMB2022-01 benchmark on laser powder bed fusion (LPBF) 3D builds of nickel-based superalloy IN718 test objects. The AM builds were performed on the NIST Additive...
AM Bench 2022: IN718 Serial Sectioning and X-ray Computed Tomography Measurement Data
Post, August 7, 2026 • (National Institute of Standards and Technology) These sets of automated serial sectioning electron backscatter diffraction (EBSD) and X-ray computed tomography (XRCT) measurements were designed to produce spatially registered, multi-modal datasets within a region of interest (ROI) of an additive manufacturing benchmark test series (AM Bench) nickel alloy 718 specimen produced...
AMB2025-02 Macroscale Quasi-Static Tensile Tests of PBF-L IN718
Post, August 7, 2026 • (National Institute of Standards and Technology) This challenge is a follow-on from AMB2022-01 laser powder bed fusion (PBF-LB) alloy Inconel 718 in the as-built condition (no heat treatment). Eight continuum-but-miniature tensile specimens were excised from the same size legs (2.5 mm width) of one original AMB2022-01 specimen (AMB2022-718-AMMT-B7-P4). Excised tensile...
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