Fast and Accurate Machine Learning Strategy for Calculating Partial Atomic Charges in Metal–Organic Frameworks
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Title
Fast and Accurate Machine Learning Strategy for Calculating Partial Atomic Charges in Metal–Organic Frameworks
Authors
Keywords
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Journal
Journal of Chemical Theory and Computation
Volume 17, Issue 5, Pages 3052-3064
Publisher
American Chemical Society (ACS)
Online
2021-03-20
DOI
10.1021/acs.jctc.0c01229
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Note: Only part of the references are listed.- Calculating and Characterizing the Charge Distributions in Solids
- (2020) Indrani Choudhuri et al. Journal of Chemical Theory and Computation
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- (2020) Ali Raza et al. Journal of Physical Chemistry C
- Transferable and Extensible Machine Learning-Derived Atomic Charges for Modeling Hybrid Nanoporous Materials
- (2020) Vadim V. Korolev et al. CHEMISTRY OF MATERIALS
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- Isoreticular Expansion of Metal–Organic Frameworks via Pillaring of Metal Templated Tunable Building Layers: Hydrogen Storage and Selective CO2 Capture
- (2019) Kartik Maity et al. CHEMISTRY-A EUROPEAN JOURNAL
- Screening Metal–Organic Frameworks for Dynamic CO/N2 Separation Using Complementary Adsorption Measurement Techniques
- (2019) Arwyn D. Evans et al. INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
- Metal–Organic Frameworks and Their Applications
- (2019) Parimal Kanti Bharadwaj et al. Chemistry-An Asian Journal
- Advances, Updates, and Analytics for the Computation-Ready, Experimental Metal–Organic Framework Database: CoRE MOF 2019
- (2019) Yongchul G. Chung et al. JOURNAL OF CHEMICAL AND ENGINEERING DATA
- In Silico Design of Metal Organic Frameworks with Enhanced CO2 Separation Performances: Role of Metal Sites
- (2019) Gokay Avci et al. Journal of Physical Chemistry C
- Confinement-Directed Adsorption of Noble Gases (Xe/Kr) in MFM-300(M)-Based Metal–Organic Framework Materials
- (2019) Srinivasu Kancharlapalli et al. Journal of Physical Chemistry C
- Carbon dioxide capture and efficient fixation in a dynamic porous coordination polymer
- (2019) Pengyan Wu et al. Nature Communications
- Screening of Covalent–Organic Frameworks for Adsorption Heat Pumps
- (2019) Wei Li et al. ACS Applied Materials & Interfaces
- The effect of atomic point charges on adsorption isotherms of CO2 and water in metal organic frameworks
- (2019) Kristina Sladekova et al. ADSORPTION-JOURNAL OF THE INTERNATIONAL ADSORPTION SOCIETY
- High-Throughput Screening of MOF Adsorbents and Membranes for H2 Purification and CO2 Capture
- (2018) Gokay Avci et al. ACS Applied Materials & Interfaces
- Ammonia storage via reversible host-guest site exchange in a robust metal-organic framework
- (2018) Martin Schroder et al. ANGEWANDTE CHEMIE-INTERNATIONAL EDITION
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- (2018) Daniele Ongari et al. Journal of Chemical Theory and Computation
- Molecular Building Block-Based Electronic Charges for High-Throughput Screening of Metal–Organic Frameworks for Adsorption Applications
- (2017) Edwin Argueta et al. Journal of Chemical Theory and Computation
- Split-Charge Equilibration Parameters for Generating Rapid Partial Atomic Charges in Metal–Organic Frameworks and Porous Polymer Networks for High-Throughput Screening
- (2017) Sean P. Collins et al. Journal of Physical Chemistry C
- The atomic simulation environment—a Python library for working with atoms
- (2017) Ask Hjorth Larsen et al. JOURNAL OF PHYSICS-CONDENSED MATTER
- Introducing DDEC6 atomic population analysis: part 3. Comprehensive method to compute bond orders
- (2017) Thomas A. Manz RSC Advances
- The Role of Partial Atomic Charge Assignment Methods on the Computational Screening of Metal-Organic Frameworks for CO2 Capture under Humid Conditions
- (2017) Wei Li et al. ChemistrySelect
- Computational development of the nanoporous materials genome
- (2017) Peter G. Boyd et al. Nature Reviews Materials
- A Comprehensive Set of High-Quality Point Charges for Simulations of Metal–Organic Frameworks
- (2016) Dalar Nazarian et al. CHEMISTRY OF MATERIALS
- High-Throughput Screening of Metal–Organic Frameworks for CO2 Capture in the Presence of Water
- (2016) Song Li et al. LANGMUIR
- Metal–organic framework with optimally selective xenon adsorption and separation
- (2016) Debasis Banerjee et al. Nature Communications
- EQeq+C: An Empirical Bond-Order-Corrected Extended Charge Equilibration Method
- (2015) Geoffrey C. Martin-Noble et al. Journal of Chemical Theory and Computation
- RASPA: molecular simulation software for adsorption and diffusion in flexible nanoporous materials
- (2015) David Dubbeldam et al. MOLECULAR SIMULATION
- Benchmarking density functional theory predictions of framework structures and properties in a chemically diverse test set of metal–organic frameworks
- (2015) Dalar Nazarian et al. Journal of Materials Chemistry A
- High-throughput computational screening of metal–organic frameworks
- (2014) Yamil J. Colón et al. CHEMICAL SOCIETY REVIEWS
- Modeling the Partial Atomic Charges in Inorganometallic Molecules and Solids and Charge Redistribution in Lithium-Ion Cathodes
- (2014) Bo Wang et al. Journal of Chemical Theory and Computation
- Charge Equilibration Based on Atomic Ionization in Metal–Organic Frameworks
- (2014) Brad A. Wells et al. Journal of Physical Chemistry C
- Fast and Accurate Electrostatics in Metal Organic Frameworks with a Robust Charge Equilibration Parameterization for High-Throughput Virtual Screening of Gas Adsorption
- (2013) Eugene S. Kadantsev et al. Journal of Physical Chemistry Letters
- Vapor-Phase Metalation by Atomic Layer Deposition in a Metal–Organic Framework
- (2013) Joseph E. Mondloch et al. JOURNAL OF THE AMERICAN CHEMICAL SOCIETY
- Introduction to Metal–Organic Frameworks
- (2012) Hong-Cai Zhou et al. CHEMICAL REVIEWS
- Python Materials Genomics (pymatgen): A robust, open-source python library for materials analysis
- (2012) Shyue Ping Ong et al. COMPUTATIONAL MATERIALS SCIENCE
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- (2012) Christopher E. Wilmer et al. Energy & Environmental Science
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- (2012) Thomas A. Manz et al. Journal of Chemical Theory and Computation
- Charge Model 5: An Extension of Hirshfeld Population Analysis for the Accurate Description of Molecular Interactions in Gaseous and Condensed Phases
- (2012) Aleksandr V. Marenich et al. Journal of Chemical Theory and Computation
- An Extended Charge Equilibration Method
- (2012) Christopher E. Wilmer et al. Journal of Physical Chemistry Letters
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- Accelerating Applications of Metal–Organic Frameworks for Gas Adsorption and Separation by Computational Screening of Materials
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- (2011) Taku Watanabe et al. Journal of Physical Chemistry C
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- (2010) Patrick Ryan et al. AICHE JOURNAL
- Towards rapid computational screening of metal-organic frameworks for carbon dioxide capture: Calculation of framework charges via charge equilibration
- (2010) Christopher E. Wilmer et al. CHEMICAL ENGINEERING JOURNAL
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- (2010) Thomas A. Manz et al. Journal of Chemical Theory and Computation
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- Covalent radii revisited
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