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19,505 results for “advanced;”
Data for "A snapshot of the long term evolution of a distributed tectonic plate boundary" submitted to Science Advances
<p>This compressed folder contains data presented in Figures of the following paper: "<strong>A snapshot of the long term evolution of a distributed tectonic plate boundary</strong>" by M. Dalaison, R. Jolivet, L. Le Pourhiet; submitted to <em>Science Advances</em> in February 2023</p> <p>Please open the README.txt file for details about the folder's content</p>
Simulation results of advanced control for tri-generation heat pumps
<p>The data of this dataset comes from simulations performed in the software TRNSYS. The simulations were performed for the study case of a multi-family building situated in the climate of Tarragona, Spain, where the HVAC systems comprise a centralized dual source heat pump system. </p> <p>The simulations were done for 3 representative weeks selected for different seasons (winter, spring, summer). Each time, the simulation is performed twice: once with a standard reference control, and a second time with the advanced energy management system (AEMS) in control, programmed in GAMS and coupled with the TRNSYS simulation. Hence there are 6 tests in total, one per Excel sheet in the dataset file. The description of the columns is shown in the following table:</p> <table> <tbody> <tr> <td>Name</td> <td>Unit</td> <td>Description</td> </tr> <tr> <td>Tamb</td> <td>ºC</td> <td>Ambient outdoor temperature</td> </tr> <tr> <td>Irr</td> <td>kJ/h.m2</td> <td>Solar irradiation horizontal</td> </tr> <tr> <td>Troom</td> <td>ºC</td> <td>Room temperature</td> </tr> <tr> <td>Troom_set</td> <td>ºC</td> <td>Room set-point temperature</td> </tr> <tr> <td>Pel_FCU</td> <td>kW</td> <td>Electrical power consumption of the FCU</td> </tr> <tr> <td>Qth_cool_FCU</td> <td>kW</td> <td>Thermal cooling power of the FCU</td> </tr> <tr> <td>Qth_heat_RadFl</td> <td>kW</td> <td>Thermal heating power of the radiant floor</td> </tr> <tr> <td>TDHW_up</td> <td>ºC</td> <td>Temperature at the top of the DHW tank</td> </tr> <tr> <td>TDHW_lo</td> <td>ºC</td> <td>Temperature at the bottom of the DHW tank</td> </tr> <tr> <td>TSHC_up</td> <td>ºC</td> <td>Temperature at the top of the SHC tank</td> </tr> <tr> <td>TSHC_lo</td> <td>ºC</td> <td>Temperature at the bottom of the SHC tank</td> </tr> <tr> <td>Pel_HH_kW</td> <td>kW</td> <td>Electrical power consumption of the appliances</td> </tr> <tr> <td>Pel_PV_kW</td> <td>kW</td> <td>Electrical power generation of the PV</td> </tr> <tr> <td>Pel_HVAC_kW</td> <td>kW</td> <td>Electrical power consumption from the HVAC incl. HP</td> </tr> <tr> <td>Pel_Grid_kW</td> <td>kW</td> <td>Electrical exchange with the grid</td> </tr> <tr> <td>Pel_Bat_kW</td> <td>kW</td> <td>Charging/discharging power of the battery</td> </tr> <tr> <td>SOC_Bat</td> <td>%</td> <td>State of charge of the battery</td> </tr> <tr> <td>Qth_SH_kW</td> <td>kW</td> <td>Thermal heating power produced by the HP for space heating</td> </tr> <tr> <td>Qth_SC_kW</td> <td>kW</td> <td>Thermal cooling power produced by the HP for space cooling</td> </tr> <tr> <td>Qth_DHW_kW</td> <td>kW</td> <td>Thermal heating power produced by the HP for DHW</td> </tr> <tr> <td>Pel_HP_kW</td> <td>kW</td> <td>Electrical consumption of heat pump</td> </tr> </tbody> </table> <p>These results were extensively described in the deliverable D6.5 of the TRI-HP project. </p>
Advanced photochemical processes for the manufacture of nanopowders: an evaluation of long-term pilot plant operation
<p>Dataset for the publication:</p> <p>Advanced photochemical processes for the manufacture of nanopowders: an evaluation of long-term pilot plant operation</p> <p>React. Chem. Eng., 2022, 7, 968–977</p> <p>DOI: 10.1039/d1re00374g</p>
Multisensor Advanced Climatology (MAC) Daily Ocean-Only Surface Wind Speed
<p>Multisensor Advanced Climatology (MAC) of Over-Ocean Surface Wind produced using the MAC-LWP algorithm (Elsaesser et al., 2017, J. Climate), but with Remote Sensing Systems surface wind products swapped in for liquid water path products, and with the product being provided at daily resolution instead of at monthly resolution. Available for 1 deg grid boxes, from 1998 - 2016. Data in grid-boxes over land are set to missing. Uncertainty estimates also provided, following Elsaesser et al. 2017. </p> <p>Reference:</p> <p>Elsaesser, G.S., C.W. O'Dell, M.D. Lebsock, R. Bennartz, and T.J. Greenwald, 2017: The Multi-Sensor Advanced Climatology of Liquid Water Path (MAC-LWP). J. Climate, <strong>30</strong>, no. 24, 10193-10210, doi:10.1175/JCLI-D-16-0902.1.</p>
Animated video presenting the advancements from AI4DI Supply Chain for Food and Beverage industries
<p>This animated video presents the dvancements from AI4DI Supply Chain for Food and Beverage industries.</p>
Genome sequencing of 2,000 canids advances the understanding of demography, genome function and architecture
<p><strong>Background: </strong>The international Dog10K project aims to sequence and analyze several thousand canine genomes. Incorporating 20x data from 1,987 individuals, including 1,611 dogs (321 breeds), 309 village dogs, 63 wolves and four coyotes, we identify genomic variation across the canid family, setting the stage for detailed studies of domestication, behavior, morphology, disease susceptibility and genome architecture and function.</p> <p><strong>Results: </strong>We report the analysis of >48M single nucleotide, indel, and structural variants spanning the autosomes, X chromosome and mitochondria. We discover more than 75% of variation for 239 sampled breeds. Allele sharing analysis indicates that 94.9% of breeds form monophyletic clusters and 25 major clades. German Shepherd Dogs and related breeds show the highest allele sharing with independent breeds from multiple clades. On average, each breed dog differs from the UU_Cfam_GSD_1.0 reference at 26,960 deletions and 14,034 insertions greater than 50bp, with wolves having 14% more variants. Discovered variants include retrogene insertions from 926 parent genes. To aid functional prioritization, single nucleotide variants were annotated with SnpEff and Zoonomia phyloP constraint scores. Constrained positions were negatively correlated with allele frequency. Finally, the utility of the Dog10K data as an imputation reference panel is assessed, generating high confidence calls across varied genotyping platform densities including for breeds not included in the Dog10K collection.</p> <p><strong>Conclusions:</strong> We have developed a dense dataset of 1,987 sequenced canids that reveals patterns of allele sharing, identifies likely functional variants, informs breed structure, and enables accurate imputation. Dog10K data are publicly available</p>
MERICS Podcast: China's advances in rail, sea and air transportation, with Alexander Brown and Gregor Sebastian
<p>China has extended its High-Speed Rail network from about 9.000 to 42.000 km of tracks with a fleet of Chinese made trains running on it. The first fully domestically engineered passenger aircraft C919 has started its commercial service and on June 6, the first domestically built large cruise ship, has left Shanghai for sea trials. China is undoubtedly making rapid progress in air, sea and rail transportation.</p> <p>What are China’s aims and what challenges does it face on the way? And what does this mean for European industries? To answer these questions, <strong>Alexander Brown</strong> and <strong>Gregor Sebastian</strong>, analysts in the economics team at MERICS, join <strong>Johannes Heller-John</strong> for a conversation.</p> <p>This podcast episode is part of the “Dealing with a Resurgent China” (DWARC) project, which has received funding from the European Union’s Horizon Europe research and innovation programme under grant agreement number 101061700.</p> <p>Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union. Neither the European Union nor the granting authority can be held responsible for them.</p>
Balancing AI Advancements: Preserving Human Creativity Amidst Growing Artificial Ingenuity
<p>a recent empirical study in which tasks designed according to the principles of the grandomastery framework, specifically created to foster and evaluate skills in narrative and abstract thinking, were assigned to Chat GPT, Bing, and Google Bard. This experiment serves as a clear example of the abilities demonstrated by artificial intelligence (AI). By harnessing AI's skill in storytelling and introducing randomness through keywords and a predetermined thematic structure, the resulting outcomes were highly captivating. The visual representations of completed tasks related to comprehensive cognitive processes, organized within the grandomastery approach, effectively and eloquently depict AI's recent evolutionary path. This advancement spans from basic manipulation of data to the intricate art of crafting narratives that deeply resonate with audiences.</p>
Advancements in QSAR modelling: Decision trees and rotation forest for prediction of Aspergillus anti-inflammatory metabolites
<p>This study presents applications of advancements in QSAR modelling for predicting nitric oxide (NO) inhibitors and anti-inflammatory metabolites from the <em>Aspergillus</em> genus. Inflammation-related diseases remain a pressing concern, necessitating the identification of effective anti-inflammatory compounds. Using decision trees, the Ranker method, and CorrelationAtrributeEval as a base classifier for attribute selection together with Rotation Forest and Adaboost as enhancers, we explored their potential with different classifiers including Artificial Neural Networks and J48 Trees. The proposed QSAR models employed an ensemble approach with Rotation Forest and Adaboost.M1, applying an automated KNIME workflow. Seven molecular descriptors were selected and trained on a comprehensive dataset of diverse anti-inflammatory <em>Aspergillus</em> specialised metabolites. Results showed that the Rotation Forest-enhanced version outperformed other models, capturing complex structure-activity relationships and improving predictive performance. Chemical characteristics of electrotopological state, topological distances, and functional groups including secondary amides and alcohols contribute to important anti-inflammatory effects. The developed QSAR model showed good predictive performance for anti-inflammatory <em>Aspergillus</em> metabolites, focusing on their NO inhibitory activity. These results can contribute to the discovery of novel anti-inflammatory drugs based on computational techniques.</p> <p> </p>
T-Factor. WP2 Dataset: Advanced Case Study Interviews for Dortmunder U and Union Quarter
<p>This dataset presents five anonymized interviews performed in the city of Dortmund, Germany as part of the activities in Work Package 2 of the T-Factor project. The content of the interviews is relevant to the analysis of the Dortmunder U and Union Quarter urban redevelopment case study, in which the objective was to consult with experts and practitioners who had important roles in the implementation of temporary uses within the regeneration masterplan of the case study in question.</p>
ALTA-1L Study: A Study of Brigatinib Versus Crizotinib in Anaplastic Lymphoma Kinase Positive (ALK+) Advanced Non-small Cell Lung Cancer (NSCLC) Participants
ClinicalTrials.gov study NCT02737501. IPD Sharing: YES. Countries: 19. Publications: 5.
Pazopanib Versus Sunitinib in the Treatment of Locally Advanced and/or Metastatic Renal Cell Carcinoma
ClinicalTrials.gov study NCT00720941. IPD Sharing: YES. Countries: 14. Publications: 10.
Study of DS-1062a in Advanced or Metastatic Non-small Cell Lung Cancer With Actionable Genomic Alterations (TROPION-Lung05)
ClinicalTrials.gov study NCT04484142. IPD Sharing: YES. Countries: 10. Publications: 1.
Early Palliative Care in Advanced Lung and Gastrointestinal Malignancies
ClinicalTrials.gov study NCT01401907. IPD Sharing: YES. Countries: 1. Publications: 2.
A Study of TAK-981 in People With Advanced Solid Tumors or Cancers in the Immune System
ClinicalTrials.gov study NCT03648372. IPD Sharing: YES. Countries: 1. Publications: 1.
Study to Compare the Combination of Ribociclib Plus Goserelin Acetate With Hormonal Therapy Versus Combination Chemotherapy in Premenopausal or Perimenopausal Patients With Advanced or Metastatic Brea
ClinicalTrials.gov study NCT03839823. IPD Sharing: YES. Countries: 13. Publications: 1.
A Study of TAK-164 in Participants With Advanced Gastrointestinal (GI) Cancer Expressing Guanylyl Cyclase C (GCC)
ClinicalTrials.gov study NCT03449030. IPD Sharing: YES. Countries: 1. Publications: 2.
A Study of TAK-981 Given With Pembrolizumab in Participants With Select Advanced or Metastatic Solid Tumors
ClinicalTrials.gov study NCT04381650. IPD Sharing: YES. Countries: 9. Publications: 1.
Study Efficacy and Safety of INC280 in Patients With Advanced Hepatocellular Carcinoma.
ClinicalTrials.gov study NCT01737827. IPD Sharing: YES. Countries: 4. Publications: 1.
Everolimus Plus Best Supportive Care vs Placebo Plus Best Supportive Care in the Treatment of Patients With Advanced Neuroendocrine Tumors (GI or Lung Origin)
ClinicalTrials.gov study NCT01524783. IPD Sharing: YES. Countries: 25. Publications: 5.
ScienceDex guides
Understand access before you commit
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)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
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.