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Noel M. O'Boyle

Researcher at University College Cork

Publications -  50
Citations -  13376

Noel M. O'Boyle is an academic researcher from University College Cork. The author has contributed to research in topics: Cheminformatics & Ruthenium. The author has an hindex of 23, co-authored 49 publications receiving 10002 citations. Previous affiliations of Noel M. O'Boyle include University College Dublin & University of Cambridge.

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Open Babel: An open chemical toolbox

TL;DR: The implementation of Open Babel is detailed, key advances in the 2.3 release are described, and a variety of uses are outlined both in terms of software products and scientific research, including applications far beyond simple format interconversion.
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cclib: A library for package‐independent computational chemistry algorithms

TL;DR: The cclib platform as discussed by the authors is a platform for the development of package-independent computational chemistry algorithms, which can automatically detect, parse, and convert the extracted information into a standard internal representation.
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Pybel: a Python wrapper for the OpenBabel cheminformatics toolkit

TL;DR: Pybel allows cheminformaticians to rapidly develop Python scripts that manipulate chemical information by wrapping the direct toolkit bindings to simplify common tasks such as reading and writing molecular files and calculating fingerprints.
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Random Forest Models To Predict Aqueous Solubility

TL;DR: The Random Forest regression model predicted aqueous solubility more accurately than those created by PLS, SVM, and ANN and offered methods for automatic descriptor selection, an assessment of descriptor importance, and an in-parallel measure of predictive ability, all of which serve to recommend its use.