Accurate Dehydrogenation Enthalpies Dataset for Liquid Organic Hydrogen Carriers

被引:0
作者
Harb, Hassan [1 ]
Elliott, Sarah N. [2 ]
Ward, Logan [3 ]
Foster, Ian T. [3 ]
Klippenstein, Stephen J. [2 ]
Curtiss, Larry A. [1 ]
Assary, Rajeev Surendran [1 ]
机构
[1] Argonne Natl Lab, Mat Sci Div, Lemont, IL 60439 USA
[2] Argonne Natl Lab, Chem Sci & Engn Div, Lemont, IL 60439 USA
[3] Argonne Natl Lab, Data Sci & Learning Div, Lemont, IL 60439 USA
关键词
AB-INITIO CALCULATIONS; STORAGE; ISOMERIZATION; HYDROCARBONS; MOLECULES; CATALYSTS; ECONOMY;
D O I
10.1038/s41597-025-04468-0
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
This contribution presents a comprehensive extension of the QM9 dataset (originally at 133 K molecules) with the calculation of G4MP2 enthalpies for 9,841 molecules, featuring up to nine heavy atoms. We present QM9-LOHC, a (de)hydrogenation dataset of 10,373 reactions, including a minimum of 5.5% weight hydrogen storage capacity in line with the Department of Energy standards for Liquid Organic Hydrogen Carriers (LOHC). By utilizing the accurate quantum chemical method G4MP2 we expand the QM9 database and explore new avenues for the exploration of hydrogen storage technologies (electrochemical LOHCs, alkali metal-LOHCs, and mixtures of LOHCs). The QM9-LOHC dataset, with its focus on reactions that vary only by hydrogen saturation levels, provides a needed data resource for advancing the design and optimization of both conventional and innovative LOHC systems, and high-fidelity data for molecular discovery.
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页数:10
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