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6,467 results for “process”
Screening tests for N sorption allow to select and engineer biochars for N mitigation during biomass processing
<p>Csv and xlsx files:</p> <ul> <li>Biochar_characteristics: Biochar characteristics including chemical analyses, NH3 and NH4 sorption. </li> <li>Ammonium_sorption_treatments: Effect of treatment on NH4 sorption + difference in NH4 sorption of feedstock and biochars made from it</li> <li>Ammonia_sorption_treatments: Effect of treatment on NH3 sorption</li> </ul> <p>Metadata can be found in the corresponding txt. files. </p> <p>R-scripts:</p> <ul> <li>Gasmetingen_purebiochars_2021_NH3: calculation of the NH3 sorption</li> <li>NH3_treatments: Effect of treatment on NH3 sorption</li> <li>ARF_treatments: Effect of treatment on NH4 sorption</li> <li>ARF: First data analysis (correlation)</li> <li>ARF en NH3 sorptie ggplot: figures linear relationship between NH3 or NH4 sorption with chemical parameters</li> </ul>
Revealing Gender Biases in (TJSP) Court Decisions with Natural Language Processing
<p>Data derived from the realm of the social sciences is often produced in digital text form, which motivates its use as a source for natural language processing methods. Researchers and practitioners have developed and relied on artificial intelligence techniques to collect, process, and analyze documents in the legal field, especially for tasks such as text summarization and classification. In this scenario, we identify an underexplored potential of natural language processing used to delve into human rights issues in the context of artificial intelligence for social good. Qualitative and quantitative social science methods have been used to study matters such as institutional gender biasing in legal settings; however, natural language processing-based approaches can help analyze the issue on a larger scale. The work Revealing Gender Biases in Court Decisions with Natural Language Processing presents a protocol to address the automatic detection of institutional gender biasing in Brazilian courts, which comprises: (a) a pipeline of collection, annotation, and preparation of text extracted from court decisions issued by the São Paulo state Court of Justice in cases of domestic violence and parental alienation, which resulted in two datasets; (b) an experimental protocol of supervised binary classification over the decisions, performed with BERTimbau-based models; (c) methods for evaluating and validating such protocol.</p> <p>Here, we present the two datasets associated with this work: Dataset 1, made of 1,604 decisions issued by the Court between 2012 and 2019 in domestic violence-related criminal cases (DVC), and Dataset 2, made of 49 decisions issued by the Court in the same timeframe in civil and criminal parental alienation-related cases (PAC). Details on the content of each dataset, as well as their pipelines of extraction, annotation, preparation, and use, can be found in the original work, published as a Master's dissertation.</p> <p>The structure of the datasets is presented as follows:</p> <p>├── Dataset 1 (domestic violence cases, DVC): lesao.zip<br>│ ├── files<br>│ └── content<br>├── Dataset 2 (parental alienation cases, PAC): ap.zip<br>│ ├── files<br>│ └── content</p> <ul> <li><strong>files</strong> folder: contains input and output files associated with the pipelines of data extraction, annotation, and preparation as documented in the original work;</li> <li><strong>content</strong> folder: contains TXT and PDF files for each decision.</li> </ul> <p>Please note that, to access and use the datasets, one must abide to a deed of undertaking, whose violation entails legal liability of the breacher. Details on guidelines of legal and ethical compliance regarding this data can be found in the associated publications.</p>
Datasheets of article "Dual-chamber microbial fuel cell with denitrifying biocathode for the treatment of cassava processing wastewater"
<p>Datasheets related to the article entitled "Dual-chamber microbial fuel cell with denitrifying biocathode for the treatment of cassava processing wastewater".</p>
LCA of Power-to-X processes and applications in the residential sector
<p>This report describes the modelling of life cycle inventories for the provision of heat and electricity for residential purpose, relying on Power-to-X conversion processes. This includes the following energy carriers: hydrogen, synthetic natural gas, and methanol. Several end use technologies are modelled, from boilers to co-generation units and fuel cells.</p> <p>The heat and electricity supply chain specifications and corresponding inventories supplied with this report are available for different LCI databases and software through the datasets included in this repository.</p>
Fig. 2 in Insights on the antiradical capacity and mechanism of phytocannabinoids: H-abstraction and electron transfer processes in physiological media and the influence of the acid-base equilibrium
Fig. 2. Energy and distribution of HOMOs and LUMOs of phytocannabinoids.
Dataset and Code for the Research Paper: "A Smile is All You Need: Predicting Limiting Activity Coefficients from SMILES with Natural Language Processing."
<p><strong>Dataset and Code for the Research Paper: "A Smile is All You Need: Predicting Limiting Activity Coefficients from SMILES with Natural Language Processing."</strong></p> <p>For detailed instructions on how to utilize the resources, please refer to the <code>README.md</code> and see the original publication: https://doi.org/10.1039/D2DD00058J</p>
Fig. 5 in A mesh network case study for digital audio signal processing in Smart Farm
Fig. 5. Results in T1 (left) and T2 (right).
Fig. 3 in A mesh network case study for digital audio signal processing in Smart Farm
Fig. 3. Diagram of the proposed algorithm..
MAPK1 mediates C/EBPβ phosphorylation to promote maturation and inhibit EMT process in hESC-derived hepatocytes [RNA-seq]
GEO Series GSE304637. Homo sapiens. 18 samples. Type: Expression profiling by high throughput sequencing.
Peptidyl-prolyl isomerase Cyclophilin 71 promotes SERRATE phase separation and miRNA processing in Arabidopsis [miRNA-Seq]
GEO Series GSE207396. Arabidopsis thaliana. 9 samples. Type: Non-coding RNA profiling by high throughput sequencing.
Axon guidance genes are regulated by TDP-43 and RGNEF through the rate of long-intron processing.
GEO Series GSE248847. Homo sapiens. 6 samples. Type: Expression profiling by high throughput sequencing.
Allyl isothiocyanate (AITC) trigged morphological, sensing process and transcription profiling alternation in Fusarium solani
GEO Series GSE146707. Fusarium solani. 12 samples. Type: Expression profiling by high throughput sequencing.
Global transcriptome profiling in peripheral blood mononuclear cells identifies dysregulation of immune processes in individuals with radiologically isolated syndrome
GEO Series GSE186895. Homo sapiens. 16 samples. Type: Expression profiling by high throughput sequencing.
Microenvironment T-Type calcium channels regulate neuronal and glial processes in glioblastoma
GEO Series GSE273629. Mus musculus. 2 samples. Type: Expression profiling by high throughput sequencing.
IRF4, a master transcription factor, regulates genes involved in BCR signaling, antigen processing and presentation, and GC development [expression array]
GEO Series GSE64269. Homo sapiens. 2 samples. Type: Expression profiling by array.
Transcriptomic Dynamics during Differentiation Process of Human Pluripotent Cells into Hepatocyte-like Cells
GEO Series GSE76998. Homo sapiens. 14 samples. Type: Expression profiling by high throughput sequencing.
Altas of gene expression in mice liver during liver regeneration process post 2/3 partial hepatectomy using RNA-seq
GEO Series GSE108449. Mus musculus. 18 samples. Type: Expression profiling by high throughput sequencing.
TuxNet: A simple interface to process RNA sequencing data and infer gene regulatory networks [XVE:PAN]
GEO Series GSE112564. Arabidopsis thaliana. 9 samples. Type: Expression profiling by high throughput sequencing.
tRNA-derived RNA processing in sperm transmits non-genetically inherited phenotypes to offspring in C. elegans
GEO Series GSE293020. Caenorhabditis elegans. 245 samples. Type: Non-coding RNA profiling by high throughput sequencing; Expression profiling by high throughput sequencing.
Transcriptome analysis of Pichia pastoris fermentation process
GEO Series GSE56873. Komagataella pastoris. 15 samples. Type: Expression profiling by array.
ScienceDex guides
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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)
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.