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785 results for “Cooling”
Predicted stress development during cure and subsequent cooling
<p>Predicted stress development during cure and subsequent cool-down to room temperature. Stress-time curves for a path dependent model and the visco-elastic VisCoR model.<em> </em></p>
Surrogate Machine Learning for Parmec Advanced Gas-cooled Reactor (AGR) Analysis
<p>Data associated with research towards a surrogate machine learning model for the Advanced Gas-cooled Reactor (AGR). This data was generated using the Parmec software package [<a href="https://parmes.org/parmec/index.html">1</a>] and can be used to train machine learning models using the Surrogate Machine Optimisation and Learning (SMOL) framework [<a href="https://gitlab.cs.man.ac.uk/q59494hj/parmec_agr_ml_surrogate">2</a>]. Visit the aforementioned repository, clone the code, then download the files into repository folder.</p> <p>If you are not planning on working with data augmentation, exclude the files with flip and rotate in the title, e.g. dataset__flip_13_rotate_123_cases.pkl.<br> <br> 1. Koziara, T., 2019. Parmec documentation. URL: <a href="https://parmes.org/parmec/index.html">https://parmes.org/parmec/index.html</a> [Online; accessed 05-August-2022].</p> <p>2. Github Repository. URL: <a href="https://gitlab.cs.man.ac.uk/q59494hj/parmec_agr_ml_surrogate">https://gitlab.cs.man.ac.uk/q59494hj/parmec_agr_ml_surrogate</a> [Online; accessed 05-August-2022].</p>
Cryogenically Cooled Periodically Poled Lithium Niobate Wafer Stacks for Multi-Cycle Terahertz Pulses
<p>Dataset used for the figures in the paper: "Cryogenically Cooled Periodically Poled Lithium Niobate Wafer Stacks for Multi-Cycle Terahertz Pulses" by Dalton et al. Accepted for publication in Applied Physics Letters on the 6th September 2024.</p>
Dataset related to publication: Nanoporous Film Layers to Enhance the Performance of Passive Radiative Cooling Paint Mixtures
<p>Dataset related to the publication:</p> <p><em>Giuseppe Emanuele Lio,</em><em> Sara Levorin</em><em>, Atakan Erdoğan</em><em>, Jérémy Werlé</em><em>, Alain J. Corso</em><em>, Luca </em><em>Schenato</em><em>, Diederik S. Wiersma</em><em>, Marco Santagiustina</em><em>, Lorenzo Pattelli</em><em>, Maria Guglielmina Pelizzo. </em><em>Nanoporous Film Layers to Enhance the Performance of Passive Radiative Cooling Paint Mixtures, accepted and in publishing on International Journal of Thermophysics. </em>DOI: 10.1007/s10765-024-03439-8</p> <p>The repository contains the temperature, relative humidity, irradiance, sky temperature and net cooling power measurements in the file named "DATA_IJT_Nanoporous_Film_ Layer.txt" and the python script (Data_analizer.py) to analyze them as done in the paper.</p> <p> </p> <p>The repository also contain the Matlab workspace (IJT_data.mat)and code (Data_R_ATR_analyzer)to evaluate all the sample reflectance and FTIR measurements. Moreover, the extra measurements performed on the Celgard thin film are available in the workspace "Celgard_UV_VIS_NIR_T.mat" and "R_Celgard.mat". Moreover in Version 2 all the used data for Reflectance and Transmittance are also available in "txt" format for a simple and fast usage. </p> <p> </p> <h2>Notes (English)</h2> <div> <table> <tbody> <tr> <td> <p>This work was partly supported by</p> <ul> <li>European Project 21GRD03 PaRaMetriC, which received funding from the European Partnership on Metrology, co-financed by the European Union's Horizon Europe Research and Innovation Programme, and from the Participating States.</li> <li>European Union - PON Research and Innovation 2014-2020 in accordance with Article 24, paragraph 3a), of Law No. 240 of December 30, 2010, as amended, and Ministerial Decree No. 1062 of August 10, 2021</li> </ul> </td> </tr> </tbody> </table> </div>
Dataset for "Quantum bath suppression in a superconducting circuit by immersion cooling"
<p>Dataset supporting the findings in the manuscript "Quantum bath suppression in a superconducting circuit by immersion cooling" by M Lucas et al. (<em>Nature Communications</em> <strong>14</strong>, 3522 (2023), arxiv:2210.03816) Containing: description of files & figures, raw datasets obtained from superconducting resonator noise and quality factor measurements, electron spin resonance measurements.</p>
Dataset for "Joint optimization of land carbon uptake and albedo can help achieve moderate instantaneous and long-term cooling effects"
<p>Data and Code for 'Joint optimization of land carbon uptake and albedo can help achieve moderate instantaneous and long-term cooling effects' by Graf et al. (Communications Earth and Environment)</p>
Lovebirds perch in building vents to cool down during hot times of year, a study of rosy-cheeked lovebirds (Agapornis roseicollis) in the Phoenix, Arizona, USA metropolitan area (2018-2019)
Extreme heat can place significant environmental and physiological pressures on animals. One means of tolerating extreme thermal conditions is to seek cool microclimates. Few empirical studies have documented use by wild animals of human-provided cool microsites as means of thermoregulating. Here we show that rosy-cheeked lovebirds in Phoenix, Arizona – the hottest city in North America – use relief air vents on the face of a building (which direct cool air outdoors when internal air-conditioning systems are on) as perching sites, and only during extremely hot times of day and year (> 45 C). Though this highlights a wasteful anthropogenic energy system (the product of an old building with outdated temperature-control technology), our results reveal how an introduced bird species (from Africa) can tolerate extreme thermal conditions in the novel environment.
Reproduction packages for the paper "Spectral and Imaging properties of Sgr A∗ from High-Resolution 3 DGRMHD Simulations with Radiative Cooling"
<p>This is a basic reproduction package for the paper"Spectral and Imaging properties of Sgr A∗ from High-Resolution 3D GRMHD Simulations with Radiative Cooling" by Yoon et al. (2020). It aims to provide the most important data products to check and reproduce the main results of the paper.</p>
Role of residential air circulation and cooling for universal household electrification
<p>This repository contains the data to replicate the analysis of the paper 'Role of residential air circulation and cooling for universal household electrification' by Giacomo Falchetta. </p> <p>Replication code and instruction are hosted at <a href="https://github.com/giacfalk/cooling_electrification">https://github.com/giacfalk/cooling_electrification</a></p> <p>To replicate the analysis:</p> <ol> <li>Clone the Github repository on your machine</li> <li>Download the Zenodo archive and extract it in the home folder of the cloned Github repository</li> <li>Ensure Python (Anaconda 3) and R 3.5.1+ are installed on your local machine</li> <li>Run the 'wrapper.R' file.</li> </ol> <p> </p>
Datasets to "Turbulent radiative diffusion and turbulent Newtonian cooling"
<pre>This directory contains an index.html file with links to the run directories for Figs.1, 2-6 and idl plotting routines with secondary data for the other figures for the paper "Turbulent radiative diffusion and turbulent Newtonian cooling".</pre>
One and a half million yearlong aridity during the middle Eocene in north-west China linked to a global cooling episode
<p>Here we present new paleoclimate data from the Eocene red clay sequence deposited between 40 and 50 Ma in Altun Shan at the northeastern edge of the Tibetan Plateau. After building an age model using a compilation of magnetostratigraphy and cyclostratigraphy, we demonstrate that our record of magnetic susceptibility in the Altun Shan red clay exhibits variations linked to eccentricity cycles. Our age model allows us to estimate the age of eight short geomagnetic events, cryprochrons, in Altun Shan. Further we show that the aridification interval in Altun Shan coincides with (i) a cooling event recorded in the global oxygen isotope record, (ii) a sea surface temperature record on the east Tasmanian plateau, and (iii) an aridity record in the surrounding sedimentary basins of Central Asia. The middle Eocene aridity and cooling reached its maximum 45.5-44 Ma.</p>
Modeling sympathetic cooling of molecules by ultracold atoms: supporting data
<p>Data used in preparation of the paper "Modeling sympathetic cooling of molecules by ultracold atoms", authored by Jongseok Lim, Matthew D. Frye, Jeremy M. Hutson and M. R. Tarbutt.</p> <p>There are four different types of data:</p> <p>(1) Tables of total cross sections versus collision energy for collisions of CaF with Li and Rb for various values of s-wave scattering length (see figure 1)</p> <p>(2) Tables of differential cross sections versus energy for collisions of CaF with Li and Rb for various values of s-wave scattering length. The differential cross sections are given as cumulative distribution functions.</p> <p>(3) Simulated kinetic energy distributions at 1s intervals for sympathetic cooling of CaF with Li and Rb for various values of s-wave scattering length (see figures 5 and 6).</p> <p>(4) Simulated kinetic energy distributions at 1s intervals for sympathetic cooling of CaF with Rb with various evaporative cooling ramps applied to the Rb (see figure 13).</p>
Data presented in "Molecules cooled below the Doppler limit"
<p>Data presented in our paper "Molecules cooled below the Doppler limit". The files give the data that appears in figures 2, 3 and 4 of the paper.</p>
Lake effect on summer cooling of shorelines and adjacent inland forests on Lake Superior's north shore
<p>Climate refugia, or areas that are projected to remain relatively stable under climate change, can serve as remnant habitat or steeping stones for species dispersal. The largest freshwater lake in the world by surface area, Lake Superior, serves as a model system for understanding cooling-mediated local refugia, as its cool summer water temperatures and wave action have maintained shoreline habitats suitable for disjunct opulations for arctic-alpine plants since deglaciation. It is known to affect local climates by providing a summer cooling effect near its shorelines, however, the inland gradient of change and spatial patterns of cooling has not been quantified. Here, we describe the extent of the inland cooling gradient, the degree of temperature buffering, and patterns of cooling for Lake Superior's north shore over a 3-year period. Specifically, we established 7 transects along Lake Superior's north shore, with temperature data loggers placed at 10 m, 100 m, 1 km, 10 km, and 100 km inland. We analyzed temperature data by year, month, summer maximum, and growing degree days (GDD<sub>0</sub>) for each site. Summertime cooling at shore sites (10m) was ~5 °C cooler than inland control sites (100 km), while sites 10 km from the shore were still 1.6 °C cooler than control sites. Magnitude of cooling varied geographically, with sites further west and southeast showing little to no cooling effect. Site on the exposed north and northeast shore where disjunct arctic-alpine plants are most common showed the highest degree of temperature buffering. We also found that shoreline sites on the north and northeast shore had shorter growing seasons compared to inland control sites. Finally, the number of days per year warmer than 16 °C, a maximum temperature threshold associated with arctic-alpine plant occurrences, averaged 65 days per year at 10 m sites and 82 days per year at control sites. The north shore of Lake Superior serves as a transition zone between temperate deciduous forests and boreal forests and is predicted to transition to deciduous forests under climate change. An understanding of the extent of lake-mediated cooling on adjacent forests can better inform risk to arctic-alpine disjunct species, inland forests, and overall vegetation transition models on Lake Superior's north shore.</p>
Potential near-term wetting of the Southwestern United States if the Eastern Pacific cooling trend reverses
<p>Data for the manuscript "Potential near-term wetting of the Southwestern United States if the Eastern Pacific cooling trend reverses."</p>
Deep-potential enabled multiscale simulation of gallium nitride devices on boron arsenide cooling substrates
<p>The data of paper "Deep-potential enabled multiscale simulation of gallium nitride devices on boron arsenide cooling substrates"<br>1. The BAs file include lammps input file of EMD, BAs model file and NNP model. One can use follw command to perform simulation.<br> lmp -in in.thermal<br> Besides, the ShengBTE results from 3-phonon and 4-phono are included in ShengBTE file.<br>2. The GaN file include lammps input file of EMD, GaN model file and NNP model. One can use follw command to perform simulation.<br> lmp -in in.thermal<br> Besides, the ShengBTE results from 4-phonon are included in ShengBTE file.<br>3. The BAs-GaN file include lammps input file of NEMD, heterostructure model file and NNP model. One can use follw command to perform simulation.<br> lmp -in in.thermal<br>4. The active learning framework that includes the initial file, running file, machine configuration file and other input files.It is worht to note that the machine configuration file may not normally work, duo to different cluster environment. </p> <p>5. The FEM file contains python scripts for building finite element models.</p>
Data for: Upcycling Chips‐Bags for Passive Daytime Cooling
<p>The data include all raw data regarding the employed characterization techniques as discussed in the affected publication. These comprise: optical spectroscopy, indoor and field test measurements for passive cooling characterization, RAMAN spectroscopy and scanning electron microscopy</p>
Operating diagram of hatching module, this module consists of two clearly separated sections, each consisting of two long tanks (2 × 0.2 × 0.2 m) designed to accommodate hatching boxes, a filtration tank and an independent water circulation pump with a cooling unit and UV sterilizer. This allows simultaneous monitoring of 16 batches of eggs. in Reproduction of Zingel asper (Linnaeus, 1758) in controlled conditions: an assessment of the experiences realized since 2005 at the Besançon Natural History Museum
Operating diagram of hatching module, this module consists of two clearly separated sections, each consisting of two long tanks (2 × 0.2 × 0.2 m) designed to accommodate hatching boxes, a filtration tank and an independent water circulation pump with a cooling unit and UV sterilizer. This allows simultaneous monitoring of 16 batches of eggs.
Operating diagram of hatching module in Zoug jars, this system consists of a 300-litre temperature-controlled isothermal enclosure containing 10 one-litre Zoug jars, each able to accommodate several hundred eggs. An ascending current holds the eggs in suspension and carries the larvae to the surface. Another bottle connected to this device collects the larvae. The water circulating in the jars is independent of that used in the filtration circuit. A cooling unit and UV sterilizer complete the installation. in Reproduction of Zingel asper (Linnaeus, 1758) in controlled conditions: an assessment of the experiences realized since 2005 at the Besançon Natural History Museum
Operating diagram of hatching module in Zoug jars, this system consists of a 300-litre temperature-controlled isothermal enclosure containing 10 one-litre Zoug jars, each able to accommodate several hundred eggs. An ascending current holds the eggs in suspension and carries the larvae to the surface. Another bottle connected to this device collects the larvae. The water circulating in the jars is independent of that used in the filtration circuit. A cooling unit and UV sterilizer complete the installation.
Operating diagram of IF incubator, two identical incubators were used for eggs that were already sorted. They are made up of an isothermal enclosure and contain three tiers (100 × 60 × 17 cm). The water circulating in each tier comes from the same filtration, cooling and sterilisation device. As a result, the eggs placed in the different tiers are subject to the same temperature regime. in Reproduction of Zingel asper (Linnaeus, 1758) in controlled conditions: an assessment of the experiences realized since 2005 at the Besançon Natural History Museum
Operating diagram of IF incubator, two identical incubators were used for eggs that were already sorted. They are made up of an isothermal enclosure and contain three tiers (100 × 60 × 17 cm). The water circulating in each tier comes from the same filtration, cooling and sterilisation device. As a result, the eggs placed in the different tiers are subject to the same temperature regime.
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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
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DANDI Archive for NWB datasets
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International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.