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ShareScore release 0.9.0
Dataset results
31 results for “Bayesian optimization”
A Customized Bayesian Algorithm to Optimize Enzyme-Catalyzed Reactions
<p>Data underlying the figures in the publication "A Customized Bayesian Algorithm to Optimize Enzyme-Catalyzed Reactions" published in <em>ACS Sustain. Chem. Eng.</em>, <strong>2023</strong>, <a href="https://doi.org/10.1021/acssuschemeng.3c02402">https://doi.org/10.1021/acssuschemeng.3c02402</a>.</p> <p>Table of contents:</p> <ul> <li><strong>sc3c02402_si_001.pdf</strong>, <strong>sc3c02402_si_002.pdf</strong>, <strong>sc3c02402_si_003.pdf, sc3c02402_si_004.pdf</strong>: DNA sequences, supplementary figures, materials, methods, availability of the program, synthesis protocols</li> <li><strong>sc3c02402_raw_data.zip</strong>: Raw data</li> </ul>
Hybrid analytical surrogate-based process optimization via Bayesian symbolic regression
<p>Dataset associated with the publication "Hybrid analytical surrogate-based process optimization via Bayesian symbolic regression" by Sachin Jog, Daniel Vázquez, Lucas F. Santos, José A. Caballero, and Gonzalo Guillén-Gosálbez. The dataset includes the parameters used in the DACE BB models of case studies 1 and 2, described in sections 5.1.3 and 5.2.3 of the supplementary material, respectively.</p>
Individualised Endometrial Cancer Risk Stratification by Bayesian Prediction Model (ENDORISK), Optimizing Clinical Implementation
ClinicalTrials.gov study NCT07200466. IPD Sharing: YES. Countries: 1. Publications: 3.
A Bayesian optimal escape model reveals bird species differ in their capacity to habituate to humans
Open the record for dataset details and reuse information.
Publication data: Bayesian optimization for state engineering of quantum gases
Open the record for dataset details and reuse information.
Automatic Jorek Calibration via Batch Bayesian Optimization Data
<p>The dataset contains the essential information for replicating the Plots in the paper 'Automatic Jorek Calibration via Batch Bayesian Optimization'. The reader can also find the complete list of JOREK simulations performed.</p>
OPTImization of the Dose of tacroliMUS by Bayesian Prediction
ClinicalTrials.gov study NCT03465410. IPD Sharing: NO. Countries: 1. Publications: 0.
Determination of the Optimal Volume of 0.5% Bupivacaine Liposome in Single-Injection Interscalene Brachial Plexus Block: A Bayesian Phase I/II Trial
ClinicalTrials.gov study NCT06972680. IPD Sharing: Not stated. Countries: 1. Publications: 0.
Automatic parameter selection for electron ptychography via Bayesian optimization
<p>Simulated data used for experimental reconstruction parameter tuning</p>
Optimizing Battery Life for Electric UAVs using a Bayesian Framework
In summary, this paper lays a simple flight plan optimization strategy based on the particle filtering framework described in [5]. This is meant as a first step in formalizing computationally tractable stochastic programming techniques to optimally generate flight plans in response to battery life predictions. This approach takes advantage of the PF framework to simultaneously generate the optimal/sub-optimal flight plan simultaneously with predicting the RUL. Several steps lie ahead like a comparative analysis of alternative stochastic models in terms of optimality as well as computational cost. These options will need to be validated by flight tests where robustness to environmental conditions like air temperature and density as well as wind speed can be evaluated. The notion of risk-tolerance can be introduced via appropriate objective functions, thus allowing a non-zero risk of the dead stick condition in order to use more battery power.
A multi-objective Bayesian optimization framework for the synthesis of methanol from syngas using interpretable Gaussian process models
<p>The data sets are synthesized with two reactors (1) Recycle reactor (2) Once through reactor. These reactors have a typical fixed bed of catalysts. The inlet parameter values are varied, and output parameter readings are recorded.</p> <p> </p>
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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.