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90 results for “model transformation”
Improving Computational Efficiency of Prediction in Model-based Prognostics Using the Unscented Transform
Model-based prognostics captures system knowledge in the form of physics-based models of components, and how they fail, in order to obtain accurate predictions of end of life (EOL). EOL is predicted based on the esti- mated current state distribution of a component and ex- pected profiles of future usage. In general, this requires simulations of the component using the underlying mod- els. In this paper, we develop a simulation-based pre- diction methodology that achieves computational effi- ciency by performing only the minimal number of sim- ulations needed in order to accurately approximate the mean and variance of the complete EOL distribution. This is performed through the use of the unscented trans- form, which predicts the means and covariances of a distribution passed through a nonlinear transformation. In this case, the EOL simulation acts as that nonlinear transformation. In this paper, we review the unscented transform, and describe how this concept is applied to efficient EOL prediction. As a case study, we develop a physics-based model of a solenoid valve, and perform simulation experiments to demonstrate improved com- putational efficiency without sacrificing prediction accu- racy.
Modeling clonal evolution and oncogenic dependency in vivo in the context of hematopoietic transformation
GEO Series GSE203454. Mus musculus. 50 samples. Type: Expression profiling by high throughput sequencing.
Molecular Characterization of Spontaneously Transformed Epithelial Murine Colon Cell Lines as a Model of Human Colorectal Neoplasia
GEO Series GSE72349. Mus musculus. 24 samples. Type: Expression profiling by array; Genome variation profiling by array.
Molecular Characterization of Spontaneously Transformed Epithelial Murine Colon Cell Lines as a Model of Human Colorectal Neoplasia (expression)
GEO Series GSE72347. Mus musculus. 17 samples. Type: Expression profiling by array.
A traditional Chinese medicine decoction developed based on the theory of “Yang transforming into Qi with Yin constituting Form” suppresses hepatic tumorigenesis in mouse models
GEO Series GSE253869. Mus musculus. 16 samples. Type: Expression profiling by high throughput sequencing.
Molecular Characterization of Spontaneously Transformed Epithelial Murine Colon Cell Lines as a Model of Human Colorectal Neoplasia (CGH)
GEO Series GSE70790. Mus musculus. 7 samples. Type: Genome variation profiling by array.
p53 amyloid formation induced cellular transformation and tumor formation in xenograft model
GEO Series GSE150522. Homo sapiens. 4 samples. Type: Expression profiling by array.
Analogue modelling of plate rotation effects in transform margins and rift-transform intersections.
<p>Raw data for the manuscript titled "Analogue modelling of plate rotation effects in transform margins and rift-transform intersections." to the AGU journal Tectonics.</p>
A novel model for high-grade transformation in IDH mutant glioma (Methylation Analysis)
GEO Series GSE267615. Homo sapiens. 2 samples. Type: Methylation profiling by array.
Asserting Functional Equivalence between C Code and SCADE Models in Code-to-Model Transformations
<p>Video presentation of the SAST@CBSoft'20 paper 'Asserting Functional Equivalence between C Code and SCADE Models in Code-to-Model Transformations'.</p>
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.