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Oliveira MP, Hünenberger PH. Force fields optimized against experimental data for large compound families using CombiFF: Validation considering non-target properties and polyfunctional compounds. J Mol Graph Model 2023; 118:108312. [PMID: 36252318 DOI: 10.1016/j.jmgm.2022.108312] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Revised: 08/09/2022] [Accepted: 08/16/2022] [Indexed: 10/14/2022]
Abstract
The CombiFF scheme is a workflow for the automated calibration of force-field parameters against condensed-phase experimental data considering simultaneously entire classes of organic molecules. The main steps of this scheme are: (i) selection of a molecule family; (ii) enumeration of all isomers; (iii) query for experimental data; (iv) automatic construction of the molecular topologies; (v) iterative refinement of the force-field parameters considering the entire family. In two recent articles, CombiFF was applied to the design of GROMOS-compatible united-atom force fields for the saturated acyclic haloalkanes and for saturated acyclic compounds involving eight common chemical functional groups of oxygen and nitrogen. This calibration and the subsequent initial validation involved two limitations: (i) the experimental data considered was restricted to values for the pure-liquid density ρliq and the vaporization enthalpy ΔHvap of the compounds; (ii) beyond monofunctional compounds, the training set only involved homo-polyhaloalkanes (possibly mixing halogen types) in the first study, and homo-polyfunctional compounds of the considered oxygen or nitrogen functional groups (no mixing of different group types) in the second one. The goal of this article is to further test the accuracy of CombiFF-generated force fields by extending the validation to: (i) nine additional properties that were not used as optimization targets (pure-liquid thermodynamic, dielectric and transport properties, as well as solvation properties); (ii) hetero-polyfunctional molecules that were not included in the calibration and initial validation sets. The results for the nine additional properties show good agreement with experiment, except for the shear viscosity and the dielectric permittivity. There, larger discrepancies are observed, likely due to the united-atom representation adopted for the aliphatic groups and to the implicit treatment of electronic polarization effects. The results for the hetero-polyfunctional molecules also show reasonable agreement with experiment in terms of the monitored properties.
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Affiliation(s)
- Marina P Oliveira
- Laboratorium für Physikalische Chemie, ETH Zürich, ETH-Hönggerberg, HCI, CH-8093, Zürich, Switzerland
| | - Philippe H Hünenberger
- Laboratorium für Physikalische Chemie, ETH Zürich, ETH-Hönggerberg, HCI, CH-8093, Zürich, Switzerland.
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2
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Trabelsi S, Tlili M, Abdelmoulahi H, Bouazizi S, Nasr S, González MA, Bellissent-Funel MC, Darpentigny J. Intermolecular interactions in an equimolar methanol-water mixture: Neutron scattering, DFT, NBO, AIM, and MD investigations. J Mol Liq 2022. [DOI: 10.1016/j.molliq.2021.118131] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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3
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Maji D, Indra S, Biswas R. Dielectric relaxations of molten acetamide: dependence on the model interaction potentials and the effects of system size. J CHEM SCI 2021. [DOI: 10.1007/s12039-021-01973-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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4
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Tsutsui M, Sianturi J, Masui S, Tokunaga K, Manabe Y, Fukase K. Efficient Synthesis of Antigenic Trisaccharides ContainingN-Acetylglucosamine: Protection of NHAc as NAc2. European J Org Chem 2020. [DOI: 10.1002/ejoc.201901809] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Affiliation(s)
- Masato Tsutsui
- Department of Chemistry; Graduate School of Science; Osaka University; Machikaneyama 1-1, Toyonaka 560-0043 Osaka Japan
| | - Julinton Sianturi
- Department of Chemistry; Graduate School of Science; Osaka University; Machikaneyama 1-1, Toyonaka 560-0043 Osaka Japan
| | - Seiji Masui
- Department of Chemistry; Graduate School of Science; Osaka University; Machikaneyama 1-1, Toyonaka 560-0043 Osaka Japan
| | - Kento Tokunaga
- Department of Chemistry; Graduate School of Science; Osaka University; Machikaneyama 1-1, Toyonaka 560-0043 Osaka Japan
| | - Yoshiyuki Manabe
- Department of Chemistry; Graduate School of Science; Osaka University; Machikaneyama 1-1, Toyonaka 560-0043 Osaka Japan
- Core for Medicine and Science Collaborative Research and Education; Project Research Center for Fundamental Science; Osaka University; Osaka Japan
| | - Koichi Fukase
- Department of Chemistry; Graduate School of Science; Osaka University; Machikaneyama 1-1, Toyonaka 560-0043 Osaka Japan
- Core for Medicine and Science Collaborative Research and Education; Project Research Center for Fundamental Science; Osaka University; Osaka Japan
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Forsting T, Gottschalk HC, Hartwig B, Mons M, Suhm MA. Correcting the record: the dimers and trimers of trans-N-methylacetamide. Phys Chem Chem Phys 2017; 19:10727-10737. [DOI: 10.1039/c6cp07989j] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Raman jet spectroscopy reveals three N-methylacetamide molecules organizing into a ring structure, previously overlooked in computations.
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Affiliation(s)
- Thomas Forsting
- Institut für Physikalische Chemie
- Universität Göttingen
- 37077 Göttingen
- Germany
| | | | - Beppo Hartwig
- Institut für Physikalische Chemie
- Universität Göttingen
- 37077 Göttingen
- Germany
| | - Michel Mons
- LIDYL; CEA
- CNRS
- Université Paris-Saclay
- 91191 Gif-sur-Yvette
- France
| | - Martin A. Suhm
- Institut für Physikalische Chemie
- Universität Göttingen
- 37077 Göttingen
- Germany
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7
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Horta BAC, Merz PT, Fuchs PFJ, Dolenc J, Riniker S, Hünenberger PH. A GROMOS-Compatible Force Field for Small Organic Molecules in the Condensed Phase: The 2016H66 Parameter Set. J Chem Theory Comput 2016; 12:3825-50. [DOI: 10.1021/acs.jctc.6b00187] [Citation(s) in RCA: 88] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Bruno A. C. Horta
- Laboratory
of Physical Chemistry, ETH Zürich, CH-8093 Zürich, Switzerland
- Instituto de Química, Universidade Federal do Rio de Janeiro, Rio de Janeiro 21941-909, Brazil
| | - Pascal T. Merz
- Laboratory
of Physical Chemistry, ETH Zürich, CH-8093 Zürich, Switzerland
| | - Patrick F. J. Fuchs
- Institut Jacques Monod, UMR 7592 CNRS, Université Paris-Diderot, Sorbonne Paris Cité, F-75205 Paris, France
| | - Jozica Dolenc
- Laboratory
of Physical Chemistry, ETH Zürich, CH-8093 Zürich, Switzerland
- Chemistry,
Biology and Pharmacy Information Center, ETH Zürich, CH-8093 Zürich, Switzerland
| | - Sereina Riniker
- Laboratory
of Physical Chemistry, ETH Zürich, CH-8093 Zürich, Switzerland
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8
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Das S, Biswas R, Mukherjee B. Reorientational Jump Dynamics and Its Connections to Hydrogen Bond Relaxation in Molten Acetamide: An All-Atom Molecular Dynamics Simulation Study. J Phys Chem B 2014; 119:274-83. [DOI: 10.1021/jp509869d] [Citation(s) in RCA: 55] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Affiliation(s)
- Suman Das
- Chemical, Biological and Macromolecular Sciences, and ‡Thematic Unit for Excellence−Computational
Materials Science, S. N. Bose National Centre for Basic Sciences, Block-JD,
Sector-III, Salt Lake, Kolkata, 700098, India
| | - Ranjit Biswas
- Chemical, Biological and Macromolecular Sciences, and ‡Thematic Unit for Excellence−Computational
Materials Science, S. N. Bose National Centre for Basic Sciences, Block-JD,
Sector-III, Salt Lake, Kolkata, 700098, India
| | - Biswaroop Mukherjee
- Chemical, Biological and Macromolecular Sciences, and ‡Thematic Unit for Excellence−Computational
Materials Science, S. N. Bose National Centre for Basic Sciences, Block-JD,
Sector-III, Salt Lake, Kolkata, 700098, India
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9
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Faginas-Lago N, Albertí M, Costantini A, Laganà A, Lombardi A, Pacifici L. An innovative synergistic grid approach to the computational study of protein aggregation mechanisms. J Mol Model 2014; 20:2226. [PMID: 24935103 DOI: 10.1007/s00894-014-2226-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2013] [Accepted: 03/26/2014] [Indexed: 10/25/2022]
Abstract
Thanks to the advances in grid technologies, we are able to propose here an evolution of our molecular simulator that, when moving to larger systems, instead of reducing the granularity of the dynamical treatment (as is often done in molecular dynamics studies of such systems) exploits the extra power of the grid approach to the end of preserving the detailed nature of theatomistic formulation of the interaction. Key steps of such evolution are: (1) the assemblage of the interaction based on a composition of the ab initio intramolecular data and a portable parameterization of the intermolecular potential linking ab initio evaluation of intramolecular potentials and the partitioning of molecular polarizability; (2) the exploitation of an efficient coordinated porting and running of molecular dynamics codes on the European grid distributed computing infrastructure. As a prototype case study, the N-methylacetamide dimer in vacuo has been considered and the formation of possible conformers is analyzed.
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Affiliation(s)
- Noelia Faginas-Lago
- Dipartimento di Chimica, Biologia e Biotecnologie, University of Perugia, Via Elce di Sotto, 8, 06123, Perugia, Italy,
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10
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Horta BAC, Lin Z, Huang W, Riniker S, van Gunsteren WF, Hünenberger PH. Reoptimized interaction parameters for the peptide-backbone model compound N-methylacetamide in the GROMOS force field: Influence on the folding properties of two beta-peptides in methanol. J Comput Chem 2012; 33:1907-17. [DOI: 10.1002/jcc.23021] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2012] [Revised: 04/10/2012] [Accepted: 04/19/2012] [Indexed: 11/09/2022]
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Pattanayak SK, Prashar N, Chowdhuri S. Effect of temperature and pressure on the structure, dynamics, and hydrogen bond properties of liquid N-methylacetamide: A molecular dynamics study. J Chem Phys 2011; 134:154506. [DOI: 10.1063/1.3578467] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Albertí M, Faginas Lago N, Laganà A, Pirani F. A portable intermolecular potential for molecular dynamics studies of NMA–NMA and NMA–H2O aggregates. Phys Chem Chem Phys 2011; 13:8422-32. [DOI: 10.1039/c0cp01763a] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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13
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Trabelsi S, Hammami F, Nasr S, Bellissent-Funel MC. Neutron and X-ray scattering experiments on fully deuterated liquid N-methylacetamide CD3CONDCD3 at various temperatures and under pressure. J Mol Struct 2008. [DOI: 10.1016/j.molstruc.2008.04.014] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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14
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Turton DA, Wynne K. Structural relaxation in the hydrogen-bonding liquids N-methylacetamide and water studied by optical Kerr effect spectroscopy. J Chem Phys 2008; 128:154516. [DOI: 10.1063/1.2897432] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
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15
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Harder E, Anisimov VM, Whitfield T, MacKerell AD, Roux B. Understanding the dielectric properties of liquid amides from a polarizable force field. J Phys Chem B 2008; 112:3509-21. [PMID: 18302362 PMCID: PMC4754998 DOI: 10.1021/jp709729d] [Citation(s) in RCA: 116] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The role played by electronic polarization in the dielectric properties of liquid N-methyl acetamide (NMA) is examined using molecular dynamics simulations with a polarizable force field based on classical Drude oscillators. The model presented is the first force field shown to reproduce the anomalously large dielectric constant of liquid NMA. Details of the molecular polarizability are found to be important. For instance, all elements of the polarizability tensor, rather then just the trace, impact on the condensed phase properties. Two factors related to electronic polarizability are found to contribute to this large dielectric constant. First is the significant enhancement of the mean amide molecular dipole magnitude, which is 50% larger in the liquid than in the gas phase. Second is the consequent strong hydrogen bonding between molecular neighbors that enhances the orientational alignment of the molecular dipoles. Polarizable models of amide compounds that have two (acetamide) and zero (N,N-dimethyl acetamide) polar hydrogen-bond donor atoms are also investigated. Experimentally, the neat liquid dielectric constants at 373 K are 100 for NMA, 66 for acetamide and 26 for N,N-dimethyl acetamide. The polarizable models replicate this trend, predicting a dielectric constant of 92+/-5 for NMA, 66+/-3 for acetamide and 23+/-1 for N,N-dimethyl acetamide.
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Trabelsi S, Nasr S, Bahri M, Bellissent-Funel MC. Molecular association in deuterated liquid N-methylacetamide–water complex: Neutron diffraction and density functional theory study. J Mol Struct 2007. [DOI: 10.1016/j.molstruc.2006.12.028] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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17
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Hunt NT, Turner AR, Tanaka H, Wynne K. The Ultrafast Dynamics of Hydrogen-Bonded Liquids: Molecular Structure-Dependent Occurrence of Normal Arrhenius or Fractional Stokes−Einstein−Debye Rotational Diffusive Relaxation. J Phys Chem B 2007; 111:9634-43. [PMID: 17645327 DOI: 10.1021/jp072409h] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
The ultrafast rotational-diffusive dynamics of the peptide linkage model compounds N-methylacetamide (NMA), acetamide (Ac), and N,N-dimethylacetamide (DMA) have been studied as a function of temperature using optically heterodyne-detected optical Kerr effect (OHD-OKE) spectroscopy. Both NMA and Ac exhibit a non-Arrhenius temperature dependence of the rotational diffusive relaxation time. By contrast, the non-hydrogen-bonding DMA exhibits normal hydrodynamic behavior. The unusual dynamics of NMA and Ac are attributed to the decoupling of single-molecule rotational diffusive relaxation from the shear viscosity via a transition between stick and slip boundary conditions, which arises from local heterogeneity in the liquid due to the formation of hydrogen-bonded chains or clusters. This provides new insight into the structure and dynamics of an important peptide model compound and the first instance of such a phenomenon in a room-temperature liquid. The OHD-OKE responses of carboxylic acids acetic acid (AcOH) and dichloroacetic acid (DCA) are also reported. These, along with the terahertz Raman spectra, show no evidence of the effects observed in amide systems, but display trends consistent with the presence of an equilibrium between the linear and cyclic dimer structures at all temperatures and moderate-to-high mole fractions in aqueous solution. This equilibrium manifests itself as hydrodynamic behavior in the liquid phase.
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Affiliation(s)
- Neil T Hunt
- Department of Physics, SUPA, University of Strathclyde, Glasgow G4 0NG, Scotland, United Kingdom
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Xie W, Pu J, Mackerell AD, Gao J. Development of a polarizable intermolecular potential function (PIPF) for liquid amides and alkanes. J Chem Theory Comput 2007; 3:1878-1889. [PMID: 18958290 PMCID: PMC2572772 DOI: 10.1021/ct700146x] [Citation(s) in RCA: 97] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
A polarizable intermolecular potential function (PIPF) employing the Thole interacting dipole (TID) polarization model has been developed for liquid alkanes and amides. In connection with the internal bonding terms of the CHARMM22 force field, the present PIPF-CHARMM potential provides an adequate description of structural and thermodynamic properties for liquid alkanes and for liquid amides through molecular dynamics simulations. The computed heats of vaporization and liquid density are within 1.4% of experimental values. Polarization effects play a major role in liquid amides, which are reflected by an increase of 1.5 to 1.8 D in molecular dipole moment for primary and secondary amides. Furthermore, the computed polarization energies contribute to the total intermolecular interaction energy by 6 to 24%. The ability of the PIPF-CHARMM force field to treat protein backbone structures is tested by examining the potential energy surface of the amide bond rotation in N-methylacetamide and the Ramachandran surface for alanine dipeptide. The agreement with ab initio MP2 results and with the original CHARMM22 force field is encouraging, suggesting the PIPF-CHARMM potential can be used as a starting point to construct a complete polarizable force field for proteins.
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Affiliation(s)
- Wangshen Xie
- Department of Chemistry and Supercomputing Institute, Digital Technology Center, University of Minnesota, Minneapolis, MN 55455
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Trabelsi S, Nasr S, Bahri M, Bellissent-Funel MC. Local Order in Fully Deuterated Liquid N-Methylacetamide (C3D7NO) As Studied by Neutron Diffraction and Density-Functional Theory Calculations. J Phys Chem B 2006; 110:25021-5. [PMID: 17149925 DOI: 10.1021/jp061677x] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
A structural investigation of fully deuterated liquid N-methylacetmide (NMAd7) is performed at 308 K and atmospheric pressure by using neutron diffraction together with density-functional theory (DFT). The analysis of experimental data yields the total structure factor SM(Q), the molecular form factor F1(Q), and the distinct pair correlation function gL(r). The DFT calculations are performed to study the relative stability of the two possible isomers (trans and cis) and to examine some possible clusters recently published that may describe the intermolecular arrangement in the liquid state. Neutron measurements can be interpreted in terms of trans linear trimer (T1) and cis cyclic trimer (T2) where the total number of hydrogen bonds is respectively equal to two and three. The theoretical structure factors obtained on the basis of intermolecular arrangements agree fairly well with the experimental one beyond Q = 2 A-1. All through the study, a comparison is made with complementary X-ray results.
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Affiliation(s)
- Sahbi Trabelsi
- Laboratoire Physico-Chimie des Matériaux, Département de Physique, Faculté des Sciences de Monastir, 5019 Monastir, Tunisie
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Hunt NT, Wynne K. The effect of temperature and solvation on the ultrafast dynamics of N-methylacetamide. Chem Phys Lett 2006. [DOI: 10.1016/j.cplett.2006.09.084] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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