AndreaBozzo/ceres-open-data-index huggingface dataset:
Forecasting demand data for critical materials

Clean energy technologies (e.g., solar, wind, EVs) are vital in our transition to a decarbonized energy grid. Many clean energy technologies rely on critical materials that are prone to supply chain risks. As the demand for clean energy technologies grows, so will the demand for these critical materials. Anticipating critical material market dynamics becomes crucial for change makers in developing effective strategies to scale up the implementation of clean energy generating technologies. This project identified and analyzed three materials critical to a clean economy and subsequently determines demand quantities (till 2050) for these materials via the Bass Diffusion Model. This work presents three datasets, namely the demand forecasts for critical materials, Gallium, Indium and Cobalt. Historical demand data was collected from scientific literature and used to compute the Bass model parameters, p and q, i.e., the coefficients of innovation and adoption respectively. The market size, N was based on previous work and the mean is assumed to be 50 million strong (lower limit:33 million and upper limit: 67 million). The Bass model was applied for all three cases and demand data has been forecasted for Gallium, Indium and Cobalt.

Tags: bass-diffusion-model-market-dynamics-cobalt, gallium, indium
Organization: National Institute of Standards and Technology
1,2,3,4,5,6,7,8-Octahydroanthracene: Experimental and Derived Thermodynamic Properties

This document is part of a series of reports describing experimental property measurements completed at the National Institute for Petroleum and Energy Research (NIPER) in Bartlesville, Oklahoma, in the 1980s and 1990s. Members of the Bartlesville Thermodynamics Group included William D. "Bill" Good, William V. "Bill" Steele, Bruce E. Gammon, Norris K. Smith, Stephen E. Knipmeyer, An "Andy" Nguyen, Timothy D. Klots, I. A. "Alex" Hossenlopp, Aaron P. Rau, William B. Collier, John F. Messerly, Ann G. Osborn, Susan Lee Bechtold, Donald G. Archer, Ian R. Tasker, Allan B. Cowell, Michael M. Strube, and the author of this report.

Tags: density, enthalpy-of-formation, heat-capacity, thermodynamic-functions, vapor-pressure
Organization: National Institute of Standards and Technology
Small-Signal Model Verification and Analysis of Unmatched Multi-Finger HBT Cells at 220 GHz

This dataset contains the simulated and calibrated measured scattering parameters (S-parameters) of a via, a short-circuit manifold test structure, a single heterojunction bipolar transistor (HBT) in common emitter (CE) configuration, and a 4-finger CE HBT cell. Six sites of the single CE HBT device were measured and five sites of the 4-finger CE HBT cell were measured. Bias point for all transistors was at V_ce: 2 V and J_c: 9.62mA/um^2. This dataset also contains the simulated and calibrated measured S-parameters of two 4-finger CE HBT cells, one with a 'Direct' finger alignment and one with a 'Paired' finger alignment, as well as one 2-finger common base (CB) cell. The simulated and measured stability factor (K factor) for the two CE cells and one CB cell is also included which is derived from the S-parameters of each cell. The simulated via and short-circuit manifold test structure as well as the manifolds for all multi-finger cells were obtained using a 2.5D method of moments commercial solver. The transistor model used was provided by the manufacturer and the simulated results for the devices with transistors were obtained from a commercial circuit solver using the HBT model and the results from the manifold simulations provided by the 2.5D solver.

Tags: common-base, common-emitter, hbt, inp, model, on-wafer, s-parameters, stability, wr5-1
Organization: National Institute of Standards and Technology
Data for "Quantum state tracking and control of a single molecular ion in a thermal environment''

Supplementary data for the article "Quantum state tracking and control of a single molecular ion in a thermal environment" by Yu Liu, Julian Schmidt, Zhimin Liu, David R. Leibrandt, Dietrich Leibfried, Chin-wen Chou, submitted to Science in 2024. The manuscript describes a quantum state-specific investigation of the molecular state evolution of a single CaH+ ion in a thermal environment. The molecular state can be tracked in real time with single quantum-state resolution and the thermal radiation-induced transitions can be reversed with coherent molecular state manipulation according to the outcomes of state measurements. Results on the transition rates are used to infer the properties of the thermal environment. The data may be used to reproduce the plots shown in the figures.

Tags: chemical-physics, molecular-physics, molecular-quantum-state-control, quantum-information
Organization: National Institute of Standards and Technology
Voltammogram Data Associated with Manuscript titled: "Strategies for Assessing the Limit of Detection in Voltammetric Methods: Comparison and Evaluation of Approaches."

This data set contains the instrument files (.pssession) as well as the extracted voltammogram data as (.xlsx) for voltammetric analysis of lead, diphenylamine, ferrocyanide, naltrexone, and acetaminophen collected during the generation of calibration curves and serial dilutions. Ferrocyanide data was collected via cyclic voltammetry between -300 mV and +700 mV with a scan rate of 100 mV/s and a potential sweep of 2 mV. Lead and diphenylamine data was collected via square-wave anodic stripping voltammetry with a deposition potential of -950 mV for 120 s and then swept from -1000 mV to + 1200 mV with a potential step of 5 mV, amplitude of 25 mV, and frequency of 11 Hz. Naltrexone data was collected via square-wave voltammetry between -1000 mV and +1200 mV with a potential step of 15 mV, amplitude of 100 mV, and a frequency of 100 Hz. Acetaminophen data was collected via square-wave voltammetry for the anodic direction between -600 mV and +1000 mV and the cathodic direction from +1000 mV to -600 mV both with a potential step of 4 mV, amplitude of 250 mV, and a frequency of 75 Hz.

Tags: cyclic-voltammetry, electrochemistry, forensic-chemistry, forensic-science, limit-of-detection, performance-measures, square-wave, validation-parameters, voltammetry
Organization: National Institute of Standards and Technology
Data set for: "Compact Homodyne Extrapolation System (CHEXS)"

Data set for figures in the paper titled "Compact Homodyne Extrapolation System (CHEXS)".Abstract: We present on a novel gain extrapolation antenna range, the Compact Homodyne Extrapolation System (CHEXS), that can achieve absolute antenna gain measurements with uncertainties of +/-0.1 dB or better with as few at 10 data points and is significantly more compact, up to six times shorter than conventional gain extrapolation ranges. This compact gain extrapolation range achieves these beneficial attributes by measuring the homodyne signal that occurs naturally between two directional antennas that often exhibit strong third order mutual coupling at close proximity. The design and operation of the CHEXS is presented along with gain measurements of NIST reference standard gain antennas which are shown to be equivalent to those obtained using a conventional gain extrapolation range.

Tags: antenna-gain, gain-extrapolation
Organization: National Institute of Standards and Technology
Optical n(p, T_90) measurement suite 3: results at 1542 nm

Supplemental material to the article "Optical n(p, T_90) measurement suite 3: results at 1542 nm" by P.F. Egan and Y. Yang, International Journal of Thermophysics 2024.The supplementary material is an archive file of research data containing the single isotherm n(p, T_90) datasets for Ar, N_2, H_2O, D_2O, and He at 1542.383 nm.  Scripts are included to reproduce Figs. 2, 3, 4, 5, and A1.

Tags: dispersion, polarizing-gas-thermometry, refractometry, thermodynamic-metrology
Organization: National Institute of Standards and Technology
Observation of Asymmetric Sideband Generation in Strongly-driven Rydberg Atoms

Improving the bandwidth of Rydberg atom-based receivers is an ongoing challenge owing to the long-lived Rydberg state lifetimes that limit the refresh rate of ground state atoms.In particular, the LO-based Rydberg mixer approach allows for bandwidths into the few-MHz range.Here we use heterodyne detection of the Rydberg atom receiver probe laser to separate the negative and positive sidebands that originate from distinct six wave mixing processes in order to investigate their individual bandwidths.We experimentally confirm the prediction that the negative sideband exhibits a higher bandwidth than the positive sideband.We further explore the effect of coupling and probe laser Rabi frequency on the bandwidth, which we find to be in good agreement with our model. We achieved a maximum experimental (and theoretical) bandwidth of about 11 (11)~MHz and 3.5 (5)~MHz for the negative and positive sidebands, respectively, from the -3dB roll-off point for optimized field parameters.This work provides insight into the bandwidth-limiting features of Rydberg atom receivers and points the way towards further optimization of their response.

Tags: bandwidth, optical-heterodyne, rydberg-receiver
Organization: National Institute of Standards and Technology
Data associated with the manuscript "Glass microwave microfluidic devices for broadband characterization of diverse fluids" submitted to the Special Issue of the International Microwave Symposium (IMS) 2024 of IEEE Transactions of Microwave Theory and Techniques.

Abstract from manuscript:We demonstrate a glass microwave microfluidic device for determining the permittivity of a wide range of liquid chemicals from 100 MHz to 10 GHz with relatively low uncertainty. Conventional microwave microfluidic devices use polymer-based microfluidic layers for fluid delivery, but these polymers swell in organic solvents and are not suitable for many applications. Our device incorporates glass microfluidic channels with platinum coplanar waveguides to provide a solvent-resistant architecture for broadband dielectric spectroscopy of fluids. We utilize broadband S-parameter measurements with a vector network analyzer on a wafer probing station and multiline thru-reflect-line calibrations to extract the distributed circuit parameters of transmission lines and solve for fluid permittivity. In this work, we demonstrate the utility of the device by measuring the broadband permittivity of four organic solvents difficult to measure otherwise: hexane, heptane, decane, and toluene.

Tags: dielectric-spectroscopy, glass-microfluidics, microwave-devices, permittivity
Organization: National Institute of Standards and Technology
2-Hydroxybiphenyl: Experimental and Derived Thermodynamic Properties

This document is part of a series of reports describing experimental property measurements completed at the National Institute for Petroleum and Energy Research (NIPER) in Bartlesville, Oklahoma, in the 1980s and 1990s. Members of the Bartlesville Thermodynamics Group included William D. "Bill" Good, William V. "Bill" Steele, Bruce E. Gammon, Norris K. Smith, Stephen E. Knipmeyer, An "Andy" Nguyen, Timothy D. Klots, I. A. "Alex" Hossenlopp, Aaron P. Rau, William B. Collier, John F. Messerly, Ann G. Osborn, Susan Lee-Bechtold, Donald G. Archer, Ian R. Tasker, Allan B. Cowell, Michael M. Strube, and the author of this report. A summary of the measurements reported here is given in Table 1.

Tags: density, enthalpy-of-formation, heat-capacity, thermodynamic-functions, vapor-pressure
Organization: National Institute of Standards and Technology
CollegeEnrollment12m 20162017 byZip  20190722

<span style='font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>This dataset contains college enrollment information, by ZIP, for the state of Michigan. College enrollment was defined as the number of public high school students who graduated in 2017, who enrolled in a college or university within 12 months of their high school graduation. This dataset includes enrollment in two-year and four-year institutions of higher education.</span><div><span style='font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'><br /></span></div><div><font face='Avenir Next W01, Avenir Next W00, Avenir Next, Avenir, Helvetica Neue, sans-serif'><span style='font-size: 16px;'>Click </span></font><a href='https://datadrivendetroit.org/metadata/CollegeEnrollment12m_2017_byZIP_Metadata_20190722.xlsx' target='_blank'>here </a><font face='Avenir Next W01, Avenir Next W00, Avenir Next, Avenir, Helvetica Neue, sans-serif'><span style='font-size: 16px;'>for metadata (descriptions of the fields).</span></font><br /></div>

Tags: education
Organization: City of Ferndale, Michigan
Bicyclohexyl: Experimental and Derived Thermodynamic Properties

This document is part of a series of reports describing experimental property measurements completed at the National Institute for Petroleum and Energy Research (NIPER) in Bartlesville, Oklahoma, in the 1980s and 1990s. Members of the Bartlesville Thermodynamics Group included William D. "Bill" Good, William V. "Bill" Steele, Bruce E. Gammon, Norris K. Smith, Stephen E. Knipmeyer, An "Andy" Nguyen, Timothy D. Klots, I. A. "Alex" Hossenlopp, Aaron P. Rau, William B. Collier, John F. Messerly, Ann G. Osborn, Susan Lee-Bechtold, Donald G. Archer, Ian R. Tasker, Allan B. Cowell, Michael M. Strube, and the author of this report.A summary of the measurements reported here is given in Table 1.

Tags: density, enthalpy-of-formation, heat-capacity, thermodynamic-functions, vapor-pressure
Organization: National Institute of Standards and Technology
Reference Building Premise Plumbing Designs

This dataset includes three dimensional schematics (in the form of Revit files, .RVT) for architectural updates and plumbing system designs for seven reference buildings, which were drawn from NIST's suite of homes (collection of dwellings developed to represent 80 % of the U.S. housing stock at the time of their development) for residential reference buildings and the Department of Energy's Prototype Building Models for commercial reference buildings.

Tags: analysis, dwelling, potable, premise-plumbing, reference-building
Organization: National Institute of Standards and Technology
nr-prose-ns3-module

An extension to ns-3 and the current 5G NR V2X code to support 5G Proximity Services (ProSe) including Discovery and Layer-3 UE-to-Network Relay.

Tags: 5g, d2d, device-to-device, fifth-generation, new-radio, nr, ns-3, prose, proximity-services
Organization: National Institute of Standards and Technology
Data for manuscript: Bound-state-in-continuum guided modes in a multilayer electro-optically active photonic integrated circuit platform.

Theoretical calculation, simulation and experimental measurement data from the paper "Bound-state-in-continuum guided modes in a multilayer electro-optically active photonic integrated circuit platform," Optica 11, 706-713 (2024). https://doi.org/10.1364/OPTICA.516044.Abstract: In many physical systems, the interaction with an open environment leads to energy dissipation and reduced coherence, making it challenging to control these systems effectively. In the context of wave phenomena, such lossy interactions can be specifically controlled to isolate the system, a condition known as a bound-state-in-continuum (BIC). Despite the recent advances in engineered BICs for photonic waveguiding, practical implementations are still largely polarization- and geometry-specific, and the underlying principles remain to be systematically explored.  Here, we theoretically and experimentally study low loss BIC photonic waveguiding within a two-layer heterogeneous electro-optically active integrated photonic platform. We show that coupling to the slab wave continuum can be selectively suppressed for guided modes with different polarizations and spatial structure. We demonstrate a low-loss same-polarization quasi-BIC guided mode enabling a high extinction Mach-Zehnder electro-optic amplitude modulator within a single Si3N4 ridge waveguide integrated with an extended LiNbO3 slab layer. By elucidating the broad BIC waveguiding principles and demonstrating them in an industry-relevant photonic configuration, this work may inspire innovative approaches to photonic applications such as switching and filtering. The broader impact of this work extends beyond photonics, influencing research in other wave dynamics disciplines, including microwave and acoustics.

Tags: bic, bound-state-in-continuum, electro-optic-modulation, integrated-photonics, lithium-niobate, silicon-nitride, waveguiding
Organization: National Institute of Standards and Technology
Towards System Level Simulations of Public Safety Applications over 5G NR Sidelink

The data in this dataset corresponds to the results in the paper entitled "Towards System Level Simulations of Public Safety Applications over 5G NR Sidelink" to appear in the proceeding of the 2024 IEEE World Forum on Public Safety Technology (WF-PST) conference.

Tags: 5g, mcptt, nr, sidelink, simulation, system-level, ue-based-relays
Organization: National Institute of Standards and Technology
Transportable time-of-flight mass spectrometry of wipe-based explosives, propellants, and post-blast debris using in-line thermal desorption and dielectric barrier discharge ionization

This data publication contains the raw, extracted, and derived (e.g., peak areas) mass spectrometry data for explosives, propellants, and post-blast debris. These samples were analyzed by wipe-based collection, thermal desorption, and in-line dielectric barrier discharge ionization coupled to a transportable time-of-flight mass spectrometer. Samples include RDX, HMX, TNT, Tetryl, PETN, and NG explosives, black powder and black powder substitutes, and post-blast debris from devices based on dynamite, black powder, and blasting emulsion explosive. 

Tags: mass-spectrometry-time-of-flight-fieldable-transportable-explosives-narcotics-forensics-public-
Organization: National Institute of Standards and Technology
Rydberg Atom Electrometry: Recent Sensitivity and Bandwidth Improvements

We present recent improvements within the growing field of Rydberg atom sensors. While initially started as a path towards absolute, independent measurements of electric fields, the research landscape has evolved into the realm of quantum sensors and receivers. We discuss the capabilities and limitations of Rydberg atom receivers, and we show how different atomic properties enhance or limit sensitivity and bandwidth.This data is for a review paper. Figures 6 (a) and 8 (a) and (b) are new data. The rest of the data is extracted from other NIST publications that have a data management plan. Related data are from the following papers.https://doi.org/10.1063/5.0069195https://doi.org/10.48550/arXiv.2402.00718https://doi.org/10.1116/5.0098057

Tags: atomic-physics, electric-field, fields-strength, receivers, rydberg-atoms, volts-meter
Organization: National Institute of Standards and Technology
5G mmWave Mixed Reality (MXR) Simulation

This dataset hosts the code required to replicate the findings discussed in the research paper entitled: "A Simulation Study of mmWave 5G-enabled Medical Extended Reality (MXR)" by Tanguy Ropitault, Yongkang Liu, Richard Rouil, and Mohamad Omar Al Kalaa. Our study explores a 5G Medical Extended Reality (MXR) setup, in which a surgeon uses a headset to perform surgeries, leveraging the capabilities of MXR technology.

Tags: 5g, ar-vr, channel-model, mmwave, mxr
Organization: National Institute of Standards and Technology
TREC 2023 Authoring Tools for Multimedia Content (AToMiC) Track Dataset

The Authoring Tools for Multimedia Content (AToMiC) Track aims to build reliable benchmarks for multimedia search systems. The focus of this track is to develop and evaluate IR techniques for text-to-image and image-to-text search problems.

Tags: trec-text-retrieval-conference
Organization: National Institute of Standards and Technology
Data related to the investigation of UUIDs for a standards-based digital thread of product data in ISO 10303-242

This dataset contains data used in the investigation of Universally Unique Identifiers (UUIDs) that will enable a standards-based digital thread of product data in ISO 10303-242. Included are EXPRESS schema used for implementation and .stp files that were exported from native CAD (CATIA V5, Creo, and NX). UUIDs were assigned to CAD features during .stp export for each of the four design iterations.

Tags: derived-neutral-files, digital-thread, industrial-data, interoperability-testing, iso-10303, lifecycle, manufacturing, model-based-enterprise, native-cad-files, persistent-identifiers, pid, standards, step, universally-unique-identifiers, uuid
Organization: National Institute of Standards and Technology
AC Metrology Applications of the Josephson Effect

Datasets for the four published figures in the Paper "AC Metrology Applications of the Josephson Effect ". This paper is being submitted to Applied Physics Letters Special Topic, "Advances in Quantum Metrology,"https://publishing.aip.org/publications/journals/special-topics/apl/advances-in-quantum-metrology/ .Abstract of the paper:The performance of programmable voltage signals that exploit the quantum behavior of superconducting Josephson junctions continues to improve and enable new capabilities for applications in metrology, communications, and quantum control. We review advances in pulse-driven digital synthesis techniques with Josephson-junction-based devices. Unprecedented performance for synthesized voltage waveforms has been achieved at different frequencies, including rms amplitudes of 4 V at 1 kHz, 50 mV at 50 MHz, and 22 mV at 1.005 GHz. Josephson pulse generators have also successfully controlled and characterized superconducting qubits with a gate fidelity of 99.5%.

Tags: arrays, digital-analog-conversion, josephson-junctions, measurement-units, metrology, quantization, quantum-metrology, radio-frequencies, signal-synthesis, standards, superconducting-integrated-circuits, superconducting-microwave-devices, voltage-standards
Organization: National Institute of Standards and Technology
On-Chip Frequency Conversion Using Kinetic Inductance Within a Coplanar Waveguide, IEEE Transactions on Applied Superconductivity 2024

Dataset for publishable figures in a "On-Chip Frequency Conversion Using Kinetic Inductance Within a Coplanar Waveguide" manuscript to be submitted to IEEE Transactions on Applied Superconductivity. This work presents a method of frequency conversion which exploits the kinetic inductance of a superconducting coplanar waveguide. Both frequency doubling and tripling are examined, with attention paid to conversion efficiency. This approach allows up-conversion to be implemented in a cryogenic environment, which can simplify the design of cryogenic systems. We achieved a conversion efficiency of 12.7% when up-converting a 10 GHz fundamental tone to the 20 GHz second harmonic, which is an improvement compared to higher-power room-temperature commercial offerings. To better understand device behavior, we also develop a measurement-based model using a harmonic balance simulation, and achieved good agreement between measurements and simulations.

Tags: cryogenic-measurements, frequency-conversion, kinetic-inductance, superconductive-electronics
Organization: National Institute of Standards and Technology