메뉴 건너뛰기




Volumn 45, Issue 4, 2005, Pages 1053-1060

Surface-integral QSPR models: Local energy properties

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION THEORY; ELECTROSTATICS; FREE ENERGY; MATHEMATICAL MODELS; OPTIMIZATION; QUANTUM THEORY; SOLVENT EXTRACTION;

EID: 23844474558     PISSN: 15499596     EISSN: 1549960X     Source Type: Journal    
DOI: 10.1021/ci050025n     Document Type: Article
Times cited : (15)

References (49)
  • 1
    • 33645268692 scopus 로고    scopus 로고
    • Modelling the chemistry: Time to break the mould? EuroQSAR 2002
    • Ford, M., Dearden, J., Eds.
    • Clark, T. Modelling the Chemistry: Time to Break the Mould? EuroQSAR 2002: Designing drugs and crop protectants; Ford, M., Dearden, J., Eds.; 2003; pp 111-121.
    • (2003) Designing Drugs and Crop Protectants , pp. 111-121
    • Clark, T.1
  • 2
    • 0347930758 scopus 로고    scopus 로고
    • Local molecular properties and their use in predicting reactivity
    • Ehresmann, B.; Martin, B.; Horn, A. H. C.; Clark, T. Local molecular properties and their use in predicting reactivity. J. Mol. Model. 2003, 9, 342-347.
    • (2003) J. Mol. Model. , vol.9 , pp. 342-347
    • Ehresmann, B.1    Martin, B.2    Horn, A.H.C.3    Clark, T.4
  • 3
    • 0001533554 scopus 로고    scopus 로고
    • Statistical analysis of the molecular surface electrostatic potential: An approach to describing noncovalent interaction in condensed phases
    • Murray, J. S.; Politzer, P. Statistical Analysis of the Molecular Surface Electrostatic Potential: An Approach to Describing Noncovalent Interaction in Condensed Phases. J. Mol. Struct (THEOCHEM) 1998, 425, 107-114.
    • (1998) J. Mol. Struct (THEOCHEM) , vol.425 , pp. 107-114
    • Murray, J.S.1    Politzer, P.2
  • 4
    • 0000927515 scopus 로고
    • Relationships of critical constants and boiling points to computed molecular surface properties
    • Murray, J. S.; Lane, P.; Brinck, T.; Paulsen, K.; Grince, M. E.; Politzer, P. Relationships of Critical Constants and Boiling Points to Computed Molecular Surface Properties. J. Phys. Chem. 1993, 97, 9369-9373.
    • (1993) J. Phys. Chem. , vol.97 , pp. 9369-9373
    • Murray, J.S.1    Lane, P.2    Brinck, T.3    Paulsen, K.4    Grince, M.E.5    Politzer, P.6
  • 5
    • 0001538703 scopus 로고
    • Average local ionization energies on the molecular surfaces of aromatic systems as guides to chemical reactivity
    • Sjoberg P.; Murray J. S.; Brinck T.; Politzer P. A. Average local ionization energies on the molecular surfaces of aromatic systems as guides to chemical reactivity. Can. J. Chem. 1990, 68, 1440-1443.
    • (1990) Can. J. Chem. , vol.68 , pp. 1440-1443
    • Sjoberg, P.1    Murray, J.S.2    Brinck, T.3    Politzer, P.A.4
  • 7
    • 0037066189 scopus 로고    scopus 로고
    • The complementary roles of molecular surface electrostatic potentials and average local ionization energies with respect to electrophilic processes
    • and references therein
    • Politzer, P.; Murray, J. S.; Concha, M. C. The complementary roles of molecular surface electrostatic potentials and average local ionization energies with respect to electrophilic processes. Int. J. Quantum Chem. 2002, 88, 19-27 and references therein.
    • (2002) Int. J. Quantum Chem. , vol.88 , pp. 19-27
    • Politzer, P.1    Murray, J.S.2    Concha, M.C.3
  • 8
    • 0035871433 scopus 로고    scopus 로고
    • Computed electrostatic potentials and average local ionization energies on the molecular surfaces of some tetracyclines
    • Hussein, W.; Walker, C. G.; Peralta-Inga, Z.; Murray, J. S. Computed electrostatic potentials and average local ionization energies on the molecular surfaces of some tetracyclines. Int. J. Quantum Chem. 2001, 82, 160-169.
    • (2001) Int. J. Quantum Chem. , vol.82 , pp. 160-169
    • Hussein, W.1    Walker, C.G.2    Peralta-Inga, Z.3    Murray, J.S.4
  • 9
    • 0034724825 scopus 로고    scopus 로고
    • Characterization of aromatic hydrocarbons by means of average local ionization energies on their molecular surfaces
    • Murray, J. S.; Abu-Awwad, F.; Politzer, P. Characterization of aromatic hydrocarbons by means of average local ionization energies on their molecular surfaces. J. Mol. Struct. (THEOCHEM) 2000, 501-502, 241-250.
    • (2000) J. Mol. Struct. (THEOCHEM) , vol.501-502 , pp. 241-250
    • Murray, J.S.1    Abu-Awwad, F.2    Politzer, P.3
  • 10
    • 0000211281 scopus 로고    scopus 로고
    • An additive NDDO-based atomic polarizability model
    • Martin, B.; Gedeck, P.; Clark, T. An Additive NDDO-Based Atomic Polarizability Model. Int. J. Quantum Chem. 2000, 77, 473-497.
    • (2000) Int. J. Quantum Chem. , vol.77 , pp. 473-497
    • Martin, B.1    Gedeck, P.2    Clark, T.3
  • 11
    • 0011004341 scopus 로고
    • Calculation of molecular electronic polarizabilities. Comparison of different methods
    • Rinaldi, D.; Rivail, J. L. Calculation of molecular electronic polarizabilities. Comparison of different methods. Theor. Chim. Acta 1974, 32, 243-251.
    • (1974) Theor. Chim. Acta , vol.32 , pp. 243-251
    • Rinaldi, D.1    Rivail, J.L.2
  • 12
    • 0041750636 scopus 로고
    • Molecular polarisability and dielectric effect of medium in the Liquid phase. Theoretical study of the water molecule and its dimers
    • Rinaldi, D.; Rivail, J. L. Molecular polarisability and dielectric effect of medium in the Liquid phase. Theoretical study of the water molecule and its dimers. Theor. Chim. Acta 1973, 32, 57-70.
    • (1973) Theor. Chim. Acta , vol.32 , pp. 57-70
    • Rinaldi, D.1    Rivail, J.L.2
  • 13
    • 0001837407 scopus 로고    scopus 로고
    • Accurate parametrized variational calculations of the molecular electronic polarizability by NDDO-based methods
    • Schürer, G.; Gedeck, P.; Gottschalk, M.; Clark, T. Accurate Parametrized Variational Calculations of the Molecular Electronic Polarizability by NDDO-Based Methods. Int. J. Quantum Chem. 1999, 75, 17-31.
    • (1999) Int. J. Quantum Chem. , vol.75 , pp. 17-31
    • Schürer, G.1    Gedeck, P.2    Gottschalk, M.3    Clark, T.4
  • 14
    • 1842759737 scopus 로고    scopus 로고
    • New molecular descriptors based on local properties at the molecular surface and a boiling-point model derived from them
    • Ehresmann, B.; de Groot, M. J.; Alex, A.; Clark, T. New Molecular Descriptors Based on Local Properties at the Molecular Surface and a Boiling-Point Model Derived from Them. J. Chem. Inf. Comput. Sci. 2004, 44, 658-668.
    • (2004) J. Chem. Inf. Comput. Sci. , vol.44 , pp. 658-668
    • Ehresmann, B.1    De Groot, M.J.2    Alex, A.3    Clark, T.4
  • 16
    • 0842341771 scopus 로고
    • Development and use of quantum mechanical molecular models. 76. AMI: A new general purpose quantum mechanical molecular model
    • Dewar, M. J. S.; Zoebisch, E. G.; Healy, E. F.; Stewart J. J. P. Development and use of quantum mechanical molecular models. 76. AMI: a new general purpose quantum mechanical molecular model. J. Am. Chem. Soc. 1985, 107, 3902-3909.
    • (1985) J. Am. Chem. Soc. , vol.107 , pp. 3902-3909
    • Dewar, M.J.S.1    Zoebisch, E.G.2    Healy, E.F.3    Stewart, J.J.P.4
  • 17
    • 0001932740 scopus 로고    scopus 로고
    • Schleyer, P. v. R., Allinger, N. L., Clark, T., Gasteiger, J., Kollman, P. A., Schaefer, H. F., III., Schreiner, P. R., Eds.; Wiley: Chichester
    • Holder, A. J. AMI, Encyclopedia of Computational Chemistry, Schleyer, P. v. R., Allinger, N. L., Clark, T., Gasteiger, J., Kollman, P. A., Schaefer, H. F., III., Schreiner, P. R., Eds.; Wiley: Chichester, 1998; pp 8-11.
    • (1998) AMI, Encyclopedia of Computational Chemistry , pp. 8-11
    • Holder, A.J.1
  • 19
    • 0033824537 scopus 로고    scopus 로고
    • Localization and quantification of hydrophobicity; The molecular free energy density (MolFESD) concept and ist application to the sweetness recognition
    • Jäger, T.; Schmidt, F.; Schilling, B.; Brickmann, J. Localization and quantification of hydrophobicity; The molecular free energy density (MolFESD) concept and ist application to the sweetness recognition. J. Comput.-Aided Mol. Des. 2000, 14, 631-646.
    • (2000) J. Comput.-aided Mol. Des. , vol.14 , pp. 631-646
    • Jäger, T.1    Schmidt, F.2    Schilling, B.3    Brickmann, J.4
  • 20
    • 0037269846 scopus 로고    scopus 로고
    • Parametrization strategy for the MolFESD concept: Quantitative surface representation of local hydrophobicity
    • Jäger, R.; Kast, S. M.; Brickmann, J. Parametrization Strategy for the MolFESD Concept: Quantitative Surface Representation of Local Hydrophobicity. J. Chem. Inf. Comput. Sci. 2003, 43, 237-247.
    • (2003) J. Chem. Inf. Comput. Sci. , vol.43 , pp. 237-247
    • Jäger, R.1    Kast, S.M.2    Brickmann, J.3
  • 21
  • 22
    • 0000692122 scopus 로고    scopus 로고
    • Free energy perturbation study of octanol/water partition coefficients: Comparison with continuum GB/SA calculations
    • Best, S. A.; Merz, K. M., Jr.; Reynolds, C. H. Free Energy Perturbation Study of Octanol/Water Partition Coefficients: Comparison with Continuum GB/SA Calculations. J. Phys. Chem. B 1999, 103, 714-726.
    • (1999) J. Phys. Chem. B , vol.103 , pp. 714-726
    • Best, S.A.1    Merz Jr., K.M.2    Reynolds, C.H.3
  • 23
    • 0031099030 scopus 로고    scopus 로고
    • Solvation model for chloroform based on class IV atomic charges
    • Giesen, D. J.; Chambers, C. C.; Cramer, C. J.; Truhlar, D. G.: Solvation Model for Chloroform Based on Class IV Atomic Charges. J. Phys. Chem. B 1997, 101, 2061-2069.
    • (1997) J. Phys. Chem. B , vol.101 , pp. 2061-2069
    • Giesen, D.J.1    Chambers, C.C.2    Cramer, C.J.3    Truhlar, D.G.4
  • 24
    • 84961980743 scopus 로고
    • COSMO: A new approach to dielectric screening in solvents with explicit expressions for the screening energy and its gradient
    • Klamt, A.; Schüürmann, G. COSMO: a new approach to dielectric screening in solvents with explicit expressions for the screening energy and its gradient. J. Chem. Soc., Perkin Trans. 2 1993, 799-805.
    • (1993) J. Chem. Soc., Perkin Trans. 2 , pp. 799-805
    • Klamt, A.1    Schüürmann, G.2
  • 25
    • 0032503591 scopus 로고    scopus 로고
    • Charge-transfer interactions in macromolecular systems: A new view of the protein/water interface
    • Nadig, G.; Van Zant, L. C.; Dixon, S. L.; Merz, K. M., Jr. Charge-Transfer Interactions in Macromolecular Systems: A New View of the Protein/Water Interface. J. Am. Chem. Soc. 1998, 120, 5593-5594.
    • (1998) J. Am. Chem. Soc. , vol.120 , pp. 5593-5594
    • Nadig, G.1    Van Zant, L.C.2    Dixon, S.L.3    Merz Jr., K.M.4
  • 26
    • 0002872999 scopus 로고    scopus 로고
    • Charge transfer in biologically important molecules: Comparison of high-level ab initio and semiempirical methods
    • Van Der Vaart, A.; Merz, K. M., Jr. Charge transfer in biologically important molecules: comparison of high-level ab initio and semiempirical methods. Int. J. Quantum Chem. 2000, 77, 27-43.
    • (2000) Int. J. Quantum Chem. , vol.77 , pp. 27-43
    • Van Der Vaart, A.1    Merz Jr., K.M.2
  • 27
    • 23844481506 scopus 로고    scopus 로고
    • Multipole electrostatic model for MNDO-like techniques with minimal valence spd-basis sets
    • in press
    • Horn, A. H. C.; Lin, J.-H.; Clark, T. Multipole electrostatic model for MNDO-like techniques with minimal valence spd-basis sets. Theor. Chem. Acc. 2005, in press.
    • (2005) Theor. Chem. Acc.
    • Horn, A.H.C.1    Lin, J.-H.2    Clark, T.3
  • 28
    • 84986435733 scopus 로고
    • GEPOL: An improved description of molecular surfaces III. A new algorithm for the computation of a solvent-excluded surface
    • Pascual-Ahuir, J. L.; Silla, E.; Tuñon, I. GEPOL: An improved Description of Molecular Surfaces III. A New Algorithm for the Computation of a Solvent-Excluded Surface. J. Comput. Chem. 1994, 15, 1127-1138.
    • (1994) J. Comput. Chem. , vol.15 , pp. 1127-1138
    • Pascual-Ahuir, J.L.1    Silla, E.2    Tuñon, I.3
  • 29
    • 84913537730 scopus 로고
    • Fast generation of molecular surfaces from 3D data fields with an enhanced "marching cube" algorithm
    • Heiden, W.; Goetze, T.; Brickmann, J. Fast generation of molecular surfaces from 3D data fields with an enhanced "marching cube" algorithm. J. Comput. Chem. 1993, 14, 246-50.
    • (1993) J. Comput. Chem. , vol.14 , pp. 246-250
    • Heiden, W.1    Goetze, T.2    Brickmann, J.3
  • 30
    • 33645264409 scopus 로고    scopus 로고
    • Computer-Chemie-Centrum, University of Erlangen, Erlangen
    • Clark, T.; Lin, J.-H.; Horn, A. H. C. ParaSurf 1.0, Computer-Chemie- Centrum, University of Erlangen, Erlangen, 2004.
    • (2004) ParaSurf 1.0
    • Clark, T.1    Lin, J.-H.2    Horn, A.H.C.3
  • 31
    • 84962469661 scopus 로고
    • Multicenter point charge model for high quality molecular electrostatic potentials from AMI calculations
    • Rauhut, G.; Clark, T. Multicenter Point Charge Model for High Quality Molecular Electrostatic Potentials from AMI Calculations. J. Comput. Chem. 1993, 14, 503-509.
    • (1993) J. Comput. Chem. , vol.14 , pp. 503-509
    • Rauhut, G.1    Clark, T.2
  • 32
    • 84986435875 scopus 로고
    • The natural atomic orbital point charge model for PM3: Multipole moments and molecular electrostatic potentials
    • Beck, B.; Rauhut, G.; Clark, T. The Natural Atomic Orbital Point Charge Model for PM3: Multipole Moments and Molecular Electrostatic Potentials. J. Comput. Chem. 1994, 15, 1064-1073.
    • (1994) J. Comput. Chem. , vol.15 , pp. 1064-1073
    • Beck, B.1    Rauhut, G.2    Clark, T.3
  • 33
    • 1842804447 scopus 로고    scopus 로고
    • Oxford Molecular Ltd., Oxford
    • Tsar 3.3, Oxford Molecular Ltd., Oxford, 2000.
    • (2000) Tsar 3.3
  • 34
    • 33847088763 scopus 로고
    • Low-pressure solubility of gases in liquid water
    • Wilhelm, E.; Battino, R.; Wilcock, R. J. Low-Pressure Solubility of Gases in Liquid Water. Chem. Rev. 1977, 77, 219-262.
    • (1977) Chem. Rev. , vol.77 , pp. 219-262
    • Wilhelm, E.1    Battino, R.2    Wilcock, R.J.3
  • 35
    • 33847798625 scopus 로고
    • A thermodynamic analysis of solvation effects on the basicities of alkylamines. An electrostatic analysis of substituent effects
    • Aue, D. H.; Webb, H. M.; Bowers, M. T. A Thermodynamic Analysis of Solvation Effects on the Basicities of Alkylamines. An Electrostatic Analysis of Substituent Effects. J. Am. Chem. Soc. 1976, 98, 318-329.
    • (1976) J. Am. Chem. Soc. , vol.98 , pp. 318-329
    • Aue, D.H.1    Webb, H.M.2    Bowers, M.T.3
  • 36
    • 0000642686 scopus 로고
    • Enthalpies of solvation of ions. Aliphatic carboxylyc acids: Steric hindrance to solvation?
    • Wilson, B.; Georgiadis, R.; Bartmess, J. E.: Enthalpies of Solvation of Ions. Aliphatic Carboxylyc Acids: Steric Hindrance to Solvation? / Am. Chem. Soc. 1991, 113, 1762-1766.
    • (1991) Am. Chem. Soc. , vol.113 , pp. 1762-1766
    • Wilson, B.1    Georgiadis, R.2    Bartmess, J.E.3
  • 37
    • 2542564728 scopus 로고
    • Aqueous vs gas-phase acidities of the haloacetic acids. Enthalpies of hydration of haloacetic acids and haloacetate ions
    • Haberfield, P.; Rakshit, A. K.: Aqueous vs Gas-Phase Acidities of the Haloacetic Acids. Enthalpies of Hydration of Haloacetic Acids and Haloacetate Ions. J. Am. Chem. Soc. 1976, 98, 4393-4395.
    • (1976) J. Am. Chem. Soc. , vol.98 , pp. 4393-4395
    • Haberfield, P.1    Rakshit, A.K.2
  • 38
    • 0031553195 scopus 로고    scopus 로고
    • Thermodynamic decomposition of hydration free energies by computer simulation: Application to amines, oxides, and sulfides
    • Kubo, M. M.; Gallicchio, E.; Levy, R. M. Thermodynamic Decomposition of Hydration Free Energies by Computer Simulation: Application to Amines, Oxides, and Sulfides. J. Phys. Chem. E 1997, 101, 10527-1053.
    • (1997) J. Phys. Chem. E , vol.101 , pp. 10527-11053
    • Kubo, M.M.1    Gallicchio, E.2    Levy, R.M.3
  • 39
    • 0006995570 scopus 로고
    • A semiempirical methodology applicable to the accurate calculation of hydration enthalpy of organic molecules
    • Furuki, T.; Sakurai, M.; Inoue, Y.; Chujo, R.; Harata, K. A semiempirical methodology applicable to the accurate calculation of hydration enthalpy of organic molecules. Chem. Phys. Lett. 1992, 188, 584-588.
    • (1992) Chem. Phys. Lett. , vol.188 , pp. 584-588
    • Furuki, T.1    Sakurai, M.2    Inoue, Y.3    Chujo, R.4    Harata, K.5
  • 40
    • 0035978392 scopus 로고    scopus 로고
    • Solvation model based on weighted solvent accessible surface area
    • Wang, J.; Wang, W.; Huo, S.; Lee, M.; Kollman, P. A. Solvation Model based on Weighted Solvent Accessible Surface Area. J. Phys. Chem. B 2001, 105, 5055-5067.
    • (2001) J. Phys. Chem. B , vol.105 , pp. 5055-5067
    • Wang, J.1    Wang, W.2    Huo, S.3    Lee, M.4    Kollman, P.A.5
  • 41
    • 0347746747 scopus 로고    scopus 로고
    • Prediction of henry's law constant of benzene derivatives using quantum chemical continuum-solvation models
    • Schüürmann, G. Prediction of Henry's Law Constant of Benzene Derivatives Using Quantum Chemical Continuum-Solvation Models. J. Comput. Chem. 2000, 21, 17-34.
    • (2000) J. Comput. Chem. , vol.21 , pp. 17-34
    • Schüürmann, G.1
  • 42
    • 84962424862 scopus 로고    scopus 로고
    • New universal solvation model and comparison of the accuracy of the SM5.42R, SM5.43R, C.-PCM, D.-PCM, and IEF-PCM continuum solvation models for aqueous and organic solvation free energies and for vapor pressures
    • Thompson, J. D.; Cramer, C. J.; Truhlar, D. G. New Universal Solvation Model and Comparison of the Accuracy of the SM5.42R, SM5.43R, C.-PCM, D.-PCM, and IEF-PCM Continuum Solvation Models for Aqueous and Organic Solvation Free Energies and for Vapor Pressures. J. Phys. Chem. A 2004, 108, 6532-6542.
    • (2004) J. Phys. Chem. A , vol.108 , pp. 6532-6542
    • Thompson, J.D.1    Cramer, C.J.2    Truhlar, D.G.3
  • 43
    • 0031099030 scopus 로고    scopus 로고
    • Solvation model for chloroform based on class IV atomic charges
    • Giesen, D. J.; Chambers, C. C.; Cramer, C. J.; Truhlar, D. G.: Solvation Model for Chloroform Based on Class IV Atomic Charges. J. Phys. Chem. B 1997, 101, 2061-2069.
    • (1997) J. Phys. Chem. B , vol.101 , pp. 2061-2069
    • Giesen, D.J.1    Chambers, C.C.2    Cramer, C.J.3    Truhlar, D.G.4
  • 44
    • 0001728108 scopus 로고    scopus 로고
    • Prediction of the n-octanol/water partition coefficient, logP, using a combination of semiempirical MO - Calculations and a neural network
    • Breindl, A.; Beck, B.; Clark, T.; Glen, R. C.; Prediction of the n-Octanol/Water Partition Coefficient, logP, Using a Combination of Semiempirical MO - Calculations and a Neural Network. J. Mol. Model. 1997, 3, 142-155.
    • (1997) J. Mol. Model. , vol.3 , pp. 142-155
    • Breindl, A.1    Beck, B.2    Clark, T.3    Glen, R.C.4
  • 45
    • 84988129057 scopus 로고
    • Optimization of parameters for semiempirical methods. I. Method
    • Stewart, J. J. P. Optimization of parameters for semiempirical methods. I. Method. J. Comput. Chem. 1989, 10, 209-220.
    • (1989) J. Comput. Chem. , vol.10 , pp. 209-220
    • Stewart, J.J.P.1
  • 46
    • 84988073214 scopus 로고
    • Optimization of parameters for semiempirical methods. II. Applications
    • Stewart, J. J. P. Optimization of parameters for semiempirical methods. II. Applications. J. Comput. Chem. 1989, 10, 221-264.
    • (1989) J. Comput. Chem. , vol.10 , pp. 221-264
    • Stewart, J.J.P.1
  • 47
    • 0000055756 scopus 로고    scopus 로고
    • QM/NN QSPR models with error estimation: Vapor pressure and logP
    • Beck, B.; Breindl, A.; Clark, T. QM/NN QSPR Models with Error Estimation: Vapor Pressure and logP. J. Chem. Inf. Comput. Sci. 2000, 40, 1046-1051.
    • (2000) J. Chem. Inf. Comput. Sci. , vol.40 , pp. 1046-1051
    • Beck, B.1    Breindl, A.2    Clark, T.3
  • 48
    • 0000304948 scopus 로고
    • Accurate first principles calculation of molecular charge distributions and solvation energies from Ab initio quantum mechanics and continuum dielectric theory
    • Tannor, D. J.; Marten, B.; Murphy, R.; Friesner, R. A.; Sitkoff, D.; Nicholls, A.; Honig, B.; Ringnalda, M.; Goddard, W. A. Accurate First Principles Calculation of Molecular Charge Distributions and Solvation Energies from Ab Initio Quantum Mechanics and Continuum Dielectric Theory. J. Am. Chem. Soc. 1994, 116, 11875-82.
    • (1994) J. Am. Chem. Soc. , vol.116 , pp. 11875-11882
    • Tannor, D.J.1    Marten, B.2    Murphy, R.3    Friesner, R.A.4    Sitkoff, D.5    Nicholls, A.6    Honig, B.7    Ringnalda, M.8    Goddard, W.A.9
  • 49
    • 0035272009 scopus 로고    scopus 로고
    • A quantum mechanical/neural net model for boiling points with error estimation
    • Chalk, A. J.; Beck, B.; Clark, T. A Quantum Mechanical/Neural Net Model for Boiling Points with Error Estimation. J. Chem. Inf. Comput. Sci. 2001, 41, 457-462.
    • (2001) J. Chem. Inf. Comput. Sci. , vol.41 , pp. 457-462
    • Chalk, A.J.1    Beck, B.2    Clark, T.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.