The first HyDRA challenge for computational vibrational spectroscopy
Abstract
Vibrational spectroscopy in supersonic jet expansions is a powerful tool to assess molecular aggregates in close to ideal conditions for the benchmarking of quantum chemical approaches. The low temperatures achieved as well as the absence of environment effects allow for a direct comparison between computed and experimental spectra. This provides potential benchmarking data which can be revisited to hone different computational techniques, and it allows for the critical analysis of procedures under the setting of a blind challenge. In the latter case, the final result is unknown to modellers, providing an unbiased testing opportunity for quantum chemical models. In this work, we present the spectroscopic and computational results for the first HyDRA blind challenge. The latter deals with the prediction of water donor stretching vibrations in monohydrates of organic molecules. This edition features a test set of 10 systems. Experimental water donor OH vibrational wavenumbers for the vacuum-isolated monohydrates of formaldehyde, tetrahydrofuran, pyridine, tetrahydrothiophene, trifluoroethanol, methyl lactate, dimethylimidazolidinone, cyclooctanone, trifluoroacetophenone and 1-phenylcyclohexane-cis-1,2-diol are provided. The results of the challenge show promising predictive properties in both purely quantum mechanical approaches as well as regression and other machine learning strategies.
Authors 34
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University of Göttingen
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University of Göttingen
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University of Göttingen
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University of Paris-Saclay
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University of Paris-Saclay
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University of Paris-Saclay
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University of Göttingen
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University of Göttingen
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Saarland University
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Saarland University
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Bond Street Holdings
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Indian Institute of Technology Guwahati
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Indian Institute of Technology Guwahati
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Indian Institute of Technology Guwahati
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Indian Institute of Technology Guwahati
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Indian Institute of Technology Guwahati
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Indian Institute of Technology Guwahati
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University of Basel
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University of Basel
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University of Basel
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University of Basel
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University of Basel
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Università degli Studi di Milano
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Università degli Studi di Milano
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Università degli Studi di Milano
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Universidad de La Frontera
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Universidad de La Frontera
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Vellore Institute of Technology University
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Vellore Institute of Technology
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University of Sheffield
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Université Gustave Eiffel
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Université Gustave Eiffel
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Narasimhan Viswanathan Aachen
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RWTH Aachen University
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Thomas Nevolianis Aachen
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RWTH Aachen University
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Gabriel Rath Aachen
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RWTH Aachen University
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Wassja A. Kopp Aachen
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RWTH Aachen University
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Kai O. Leonhard Aachen
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RWTH Aachen University
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Affiliation as printed
University of Göttingen
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