Find research datasets worth reusing
Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.
42
datasets available to search
ShareScore release 0.9.0
Dataset results
42 results for “model checking”
A Practitioner's Guide to MDP Model Checking Algorithms (Artefact)
<p>This artefact allows to review and replicate the experiments from the TACAS'23 paper <strong>A Practitioner's Guide to MDP Model Checking Algorithms</strong>.</p> <p>The package contains all original logfiles and the scripts that extract the relevant data from those logs to generate the plots as in the paper.</p> <p>Furthermore, the artefact contains the model checking tools `Storm` and `mcsta` with their dependencies and convenient installation scripts as well as all benchmark instances.</p> <p>We provide installation instructions for those LP solvers that, due to licensing reasons, could not be included in this artefact.</p> <p>The user can thus replicate all experiments from the paper.</p> <p>An appropriate subset of the experiments is given to allow a review in a timely manner. In addition, single experiments can be handpicked for replication.</p>
Deterministic Compilation of Temporal Safety Properties in Explicit State Model Checking
The translation of temporal logic specifications constitutes an essen- tial step in model checking and a major influence on the efficiency of formal verification via model checking. We devise a new explicit-state translation of Lin- ear Temporal Logic to automata for the class of LTL specifications that describe safety properties, arguably the most used formal specifications in real-world sys- tems. By exploiting the inherent determinism in safety specifications, we can build deterministic Promela never claims that accept only the bad prefixes of the safety specification. In contrast to previous works, we focus on compilation to never claims rather than simply automata and measure Spin model-checking time separately from compilation time and automata size. An extensive experi- mental evaluation over a space of configurations demonstrates that our new trans- lation consistently results in better model-checking performance, for a large array of benchmarks, over the best current translation.
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.