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Groom, Colin R.; Bruno, Ian J.; Lightfoot, Matthew P.
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https://doi.org/10.1107/S2052520616003954
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journal
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Campello, Ricardo J. G. B.; Moulavi, Davoud; Zimek, Arthur
ACM Transactions on Knowledge Discovery from Data, Vol. 10, Issue 1
https://doi.org/10.1145/2733381
journal
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journal
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journal
September 2006
Trace compounds affecting biogas energy utilisation – A review
journal
November 2011
Universal fragment descriptors for predicting properties of inorganic crystals
journal
June 2017
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journal
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journal
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journal
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journal
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journal
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journal
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Hydrogen Sulfide Toxicity: Mechanism of Action, Clinical Presentation, and Countermeasure Development
journal
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journal
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journal
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journal
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journal
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journal
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journal
January 1993
Transferable Force Field for Carbon Dioxide Adsorption in Zeolites
journal
May 2009
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journal
December 2020
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journal
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journal
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journal
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journal
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journal
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journal
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journal
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journal
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Catalysis by Metal Organic Frameworks: Perspective and Suggestions for Future Research
journal
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journal
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journal
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UFF, a full periodic table force field for molecular mechanics and molecular dynamics simulations
journal
December 1992
Quantitative Structure-Property Relationship Models for Recognizing Metal Organic Frameworks (MOFs) with High CO 2 Working Capacity and CO 2 /CH 4 Selectivity for Methane Purification : Quantitative Structure-Property Relationship Models for Recognizing Metal Organic Frameworks (MOFs) with High CO2 Working Capacity and CO2/CH4 Selecti
journal
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journal
January 1999
Post-combustion CO2 capture with chemical absorption: A state-of-the-art review
journal
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Generalized Gradient Approximation Made Simple
journal
October 1996
First principles computational materials design for energy storage materials in lithium ion batteries
journal
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UMAP: Uniform Manifold Approximation and Projection
journal
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preprint
January 2017
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journal
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journal
April 1991
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journal
January 2015
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journal
April 2019
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journal
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journal
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