-
2
-
-
0035906617
-
Water: From Clusters to the Bulk
-
Ludwig, R. Water: From Clusters to the Bulk Angew. Chem., Int. Ed. 2001, 40, 1808-1827
-
(2001)
Angew. Chem., Int. Ed.
, vol.40
, pp. 1808-1827
-
-
Ludwig, R.1
-
3
-
-
4243606192
-
Unified Approach for Molecular-Dynamics and Density-Functional Theory
-
Car, R.; Parrinello, M. Unified Approach for Molecular-Dynamics and Density-Functional Theory Phys. Rev. Lett. 1985, 55, 2471-2474
-
(1985)
Phys. Rev. Lett.
, vol.55
, pp. 2471-2474
-
-
Car, R.1
Parrinello, M.2
-
5
-
-
0004016501
-
Comparison of Simple Potential Functions for Simulating Liquid Water
-
Jorgensen, W. L.; Chandrasekhar, J.; Madura, J. D.; Impey, R. W.; Klein, M. L. Comparison of Simple Potential Functions for Simulating Liquid Water J. Chem. Phys. 1983, 79, 926-935
-
(1983)
J. Chem. Phys.
, vol.79
, pp. 926-935
-
-
Jorgensen, W.L.1
Chandrasekhar, J.2
Madura, J.D.3
Impey, R.W.4
Klein, M.L.5
-
6
-
-
1242346370
-
The Missing Term in Effective Pair Potentials
-
Berendsen, H. J. C.; Grigera, J. R.; Straatsma, T. P. The Missing Term in Effective Pair Potentials J. Phys. Chem. 1987, 91, 6269-6271
-
(1987)
J. Phys. Chem.
, vol.91
, pp. 6269-6271
-
-
Berendsen, H.J.C.1
Grigera, J.R.2
Straatsma, T.P.3
-
7
-
-
39749138302
-
Development of Transferable Interaction Potentials for Water. V. Extension of the Flexible, Polarizable, Thole-Type Model Potential (TTM3-F, v. 3.0) to Describe the Vibrational Spectra of Water Clusters and Liquid Water
-
Fanourgakis, G. S.; Xantheas, S. S. Development of Transferable Interaction Potentials for Water. V. Extension of the Flexible, Polarizable, Thole-Type Model Potential (TTM3-F, v. 3.0) to Describe the Vibrational Spectra of Water Clusters and Liquid Water J. Chem. Phys. 2008, 128) 074506
-
(2008)
J. Chem. Phys.
, Issue.128
, pp. 074506
-
-
Fanourgakis, G.S.1
Xantheas, S.S.2
-
8
-
-
78549264425
-
Molecular Dynamics Simulation Study of Water Surfaces: Comparison of Flexible Water Models
-
Yuet, P.; Blankschtein, D. Molecular Dynamics Simulation Study of Water Surfaces: Comparison of Flexible Water Models J. Phys. Chem. B 2010, 114, 13786
-
(2010)
J. Phys. Chem. B
, vol.114
, pp. 13786
-
-
Yuet, P.1
Blankschtein, D.2
-
9
-
-
75749150144
-
A Second Generation Distributed Point Polarizable Water Model
-
Kumar, R.; Wang, F.-F.; Jenness, G.; Jordan, K. A Second Generation Distributed Point Polarizable Water Model J. Chem. Phys. 2010, 132, 014309
-
(2010)
J. Chem. Phys.
, vol.132
, pp. 014309
-
-
Kumar, R.1
Wang, F.-F.2
Jenness, G.3
Jordan, K.4
-
10
-
-
77956315929
-
Development and Validation of a ReaxFF Reactive Force Field for Cu Cation/Water Interactions and Copper Metal/Metal Oxide/Metal Hydroxide Condensed Phases
-
van Duin, A. C. T.; Bryantsev, V. S.; Diallo, M. S.; Goddard, W. A.; Rahaman, O.; Doren, D. J.; Raymand, D.; Hermansson, K. Development and Validation of a ReaxFF Reactive Force Field for Cu Cation/Water Interactions and Copper Metal/Metal Oxide/Metal Hydroxide Condensed Phases J. Phys. Chem. A 2010, 114, 9507
-
(2010)
J. Phys. Chem. A
, vol.114
, pp. 9507
-
-
Van Duin, A.C.T.1
Bryantsev, V.S.2
Diallo, M.S.3
Goddard, W.A.4
Rahaman, O.5
Doren, D.J.6
Raymand, D.7
Hermansson, K.8
-
11
-
-
77955201547
-
A Reactive Molecular Dynamics Simulation of the Silica-Water Interface
-
Fogarty, J. C.; Aktulga, H. M.; Grama, A. Y.; van Duin, A. C. T.; Pandit, S. A. A Reactive Molecular Dynamics Simulation of the Silica-Water Interface J. Chem. Phys. 2010, 132, 174704
-
(2010)
J. Chem. Phys.
, vol.132
, pp. 174704
-
-
Fogarty, J.C.1
Aktulga, H.M.2
Grama, A.Y.3
Van Duin, A.C.T.4
Pandit, S.A.5
-
12
-
-
84859254835
-
Ab Initio Parameterization of an All-Atom Polarizable and Dissociable Force Field for Water
-
Pinilla, C.; Irani, A. H.; Seriani, N.; Scandolo, S. Ab Initio Parameterization of an All-Atom Polarizable and Dissociable Force Field for Water J. Chem. Phys. 2012, 136, 114511
-
(2012)
J. Chem. Phys.
, vol.136
, pp. 114511
-
-
Pinilla, C.1
Irani, A.H.2
Seriani, N.3
Scandolo, S.4
-
13
-
-
68849117520
-
Full-Dimensional, Ab Initio Potential Energy and Dipole Moment Surfaces for Water
-
Wang, Y. M.; Shepler, B. C.; Braams, B. J.; Bowman, J. M. Full-Dimensional, Ab Initio Potential Energy and Dipole Moment Surfaces for Water J. Chem. Phys. 2009, 131, 054511
-
(2009)
J. Chem. Phys.
, vol.131
, pp. 054511
-
-
Wang, Y.M.1
Shepler, B.C.2
Braams, B.J.3
Bowman, J.M.4
-
14
-
-
77953754266
-
Ab-Initio-Based Potential Energy Surfaces for Complex Molecules and Molecular Complexes
-
Bowman, J. M.; Braams, B. J.; Carter, S.; Chen, C.; Czako, G.; Fu, B.; Huang, X.; Kamarchik, E.; Sharma, A. R.; Shepler, B. C.; Wang, Y.; Xie, Z. Ab-Initio-Based Potential Energy Surfaces for Complex Molecules and Molecular Complexes J. Phys. Chem. Lett. 2010, 1, 1866-1874
-
(2010)
J. Phys. Chem. Lett.
, vol.1
, pp. 1866-1874
-
-
Bowman, J.M.1
Braams, B.J.2
Carter, S.3
Chen, C.4
Czako, G.5
Fu, B.6
Huang, X.7
Kamarchik, E.8
Sharma, A.R.9
Shepler, B.C.10
Wang, Y.11
Xie, Z.12
-
15
-
-
77951127031
-
Towards an Ab Initio Flexible Potential for Water, and Post-Harmonic Quantum Vibrational Analysis of Water Clusters
-
Wang, Y. M.; Bowman, J. M. Towards an Ab Initio Flexible Potential for Water, and Post-Harmonic Quantum Vibrational Analysis of Water Clusters Chem. Phys. Lett. 2010, 491, 1-10
-
(2010)
Chem. Phys. Lett.
, vol.491
, pp. 1-10
-
-
Wang, Y.M.1
Bowman, J.M.2
-
16
-
-
72449129392
-
Permutationally Invariant Potential Energy Surfaces in High Dimensionality
-
Braams, B. J.; Bowman, J. M. Permutationally Invariant Potential Energy Surfaces in High Dimensionality Int. Rev. Phys. Chem. 2009, 28, 577
-
(2009)
Int. Rev. Phys. Chem.
, vol.28
, pp. 577
-
-
Braams, B.J.1
Bowman, J.M.2
-
17
-
-
33847673546
-
Predictions of the Properties of Water from First Principles
-
Bukowski, R.; Szalewicz, K.; Groenenboom, G.; van der Avoird, A. Predictions of the Properties of Water from First Principles Science 2007, 315, 1249
-
(2007)
Science
, vol.315
, pp. 1249
-
-
Bukowski, R.1
Szalewicz, K.2
Groenenboom, G.3
Van Der Avoird, A.4
-
18
-
-
40549120342
-
Polarizable Interaction Potential for Water from Coupled Cluster Calculations. I. Analysis of Dimer Potential Energy Surface
-
Bukowski, R.; Szalewicz, K.; Groenenboom, G. C.; van der Avoird, A. Polarizable Interaction Potential for Water from Coupled Cluster Calculations. I. Analysis of Dimer Potential Energy Surface J. Chem. Phys. 2008, 128, 094313
-
(2008)
J. Chem. Phys.
, vol.128
, pp. 094313
-
-
Bukowski, R.1
Szalewicz, K.2
Groenenboom, G.C.3
Van Der Avoird, A.4
-
19
-
-
33745620169
-
A New Potential Energy Surface for the Water Dimer Obtained from Separate Fits of Ab Initio Electrostatic, Induction, Dispersion and Exchange Energy Contributions
-
Torheyden, M.; Jansen, G. A New Potential Energy Surface for the Water Dimer Obtained from Separate Fits of Ab Initio Electrostatic, Induction, Dispersion and Exchange Energy Contributions Mol. Phys. 2006, 104, 2101-2138
-
(2006)
Mol. Phys.
, vol.104
, pp. 2101-2138
-
-
Torheyden, M.1
Jansen, G.2
-
20
-
-
84871567760
-
Toward a Universal Water Model: First Principles Simulations from the Dimer to the Liquid Phase
-
Babin, V.; Medders, G. R.; Paesani, F. Toward a Universal Water Model: First Principles Simulations from the Dimer to the Liquid Phase J. Phys. Chem. Lett. 2012, 3, 3765-3769
-
(2012)
J. Phys. Chem. Lett.
, vol.3
, pp. 3765-3769
-
-
Babin, V.1
Medders, G.R.2
Paesani, F.3
-
21
-
-
84882290602
-
Machine learning for predictive condensed-phase simulation
-
ArXiv.org, E-Print arXiv:1302.5680 [cond-mat.mtrl-sci]
-
Bartok, A. P.; Gillan, M. J.; Manby, F. R.; Csanyi, G. Machine learning for predictive condensed-phase simulation arXiv.org, e-Print Arch., Condens. Matter 2013, arXiv:1302.5680 [cond-mat.mtrl-sci]
-
(2013)
Arch., Condens. Matter
-
-
Bartok, A.P.1
Gillan, M.J.2
Manby, F.R.3
Csanyi, G.4
-
22
-
-
0036836445
-
A Reappraisal of What We Have Learnt during Three Decades of Computer Simulations on Water
-
Guillot, B. A Reappraisal of What We Have Learnt During Three Decades of Computer Simulations on Water J. Mol. Liq. 2002, 101, 219-260
-
(2002)
J. Mol. Liq.
, vol.101
, pp. 219-260
-
-
Guillot, B.1
-
23
-
-
72149094875
-
Towards the Complete Understanding of Water by a First-Principles Computational Approach
-
Szalewicz, K.; Leforestier, C.; van der Avoird, A. Towards the Complete Understanding of Water by a First-Principles Computational Approach Chem. Phys. Lett. 2009, 482, 1-14
-
(2009)
Chem. Phys. Lett.
, vol.482
, pp. 1-14
-
-
Szalewicz, K.1
Leforestier, C.2
Van Der Avoird, A.3
-
24
-
-
80455177304
-
Simulating Water with Rigid Non-Polarizable Models: A General Perspective
-
Vega, C.; Abascal, J. L. F. Simulating Water With Rigid Non-Polarizable Models: A General Perspective Phys. Chem. Chem. Phys. 2011, 13, 19663-19688
-
(2011)
Phys. Chem. Chem. Phys.
, vol.13
, pp. 19663-19688
-
-
Vega, C.1
Abascal, J.L.F.2
-
26
-
-
0024861871
-
Approximation by Superpositions of a Sigmoidal Function
-
Cybenko, G. Approximation by Superpositions of a Sigmoidal Function Math. Control Signals Syst. 1989, 2, 303-14
-
(1989)
Math. Control Signals Syst.
, vol.2
, pp. 303-314
-
-
Cybenko, G.1
-
27
-
-
77949425807
-
Potential Energy Surfaces Fitted by Artificial Neural Networks
-
Handley, C. M.; Popelier, P. L. A. Potential Energy Surfaces Fitted by Artificial Neural Networks J. Phys. Chem. A 2010, 114, 3371-3383
-
(2010)
J. Phys. Chem. A
, vol.114
, pp. 3371-3383
-
-
Handley, C.M.1
Popelier, P.L.A.2
-
28
-
-
80053512754
-
Neural Network Potential-Energy Surfaces in Chemistry: A Tool for Large-Scale Simulations
-
Behler, J. Neural Network Potential-Energy Surfaces in Chemistry: A Tool for Large-Scale Simulations Phys. Chem. Chem. Phys. 2011, 13, 17930
-
(2011)
Phys. Chem. Chem. Phys.
, vol.13
, pp. 17930
-
-
Behler, J.1
-
29
-
-
33646420352
-
A Nested Molecule-Independent Neural Network Approach for High-Quality Potential Fits
-
Manzhos, S.; Wang, X. G.; Dawes, R.; Carrington, T., Jr. A Nested Molecule-Independent Neural Network Approach for High-Quality Potential Fits J. Phys. Chem. A 2006, 110, 5295-5304
-
(2006)
J. Phys. Chem. A
, vol.110
, pp. 5295-5304
-
-
Manzhos, S.1
Wang, X.G.2
Dawes, R.3
Carrington Jr., T.4
-
30
-
-
84861086742
-
Modified Feed-Forward Neural Network Structures and Combined-Function- Derivative Approximations Incorporating Exchange Symmetry for Potential Energy Surface Fitting
-
Nguyen, H. T. T.; Le, H. M. Modified Feed-Forward Neural Network Structures and Combined-Function-Derivative Approximations Incorporating Exchange Symmetry for Potential Energy Surface Fitting J. Phys. Chem. A 2012, 116, 4629-4638
-
(2012)
J. Phys. Chem. A
, vol.116
, pp. 4629-4638
-
-
Nguyen, H.T.T.1
Le, H.M.2
-
31
-
-
0031555986
-
Description of the Potential Energy Surface of the Water Dimer with an Artificial Neural Network
-
No, K. T.; Chang, B. H.; Kim, S. Y.; Jhon, M. S.; Scheraga, H. A. Description of the Potential Energy Surface of the Water Dimer with an Artificial Neural Network Chem. Phys. Lett. 1997, 271, 152-156
-
(1997)
Chem. Phys. Lett.
, vol.271
, pp. 152-156
-
-
No, K.T.1
Chang, B.H.2
Kim, S.Y.3
Jhon, M.S.4
Scheraga, H.A.5
-
32
-
-
0037163980
-
A Polarizable Force Field for Water Using an Artificial Neural Network
-
Cho, K. H.; No, K. T.; Scheraga, H. A. A Polarizable Force Field for Water Using an Artificial Neural Network J. Mol. Struct. 2002, 641, 77-91
-
(2002)
J. Mol. Struct.
, vol.641
, pp. 77-91
-
-
Cho, K.H.1
No, K.T.2
Scheraga, H.A.3
-
33
-
-
0012032724
-
Representation of Intermolecular Potential Functions by Neural Networks
-
Gassner, H.; Probst, M.; Lauenstein, A.; Hermansson, K. Representation of Intermolecular Potential Functions by Neural Networks J. Phys. Chem. A 1998, 102, 4596-4605
-
(1998)
J. Phys. Chem. A
, vol.102
, pp. 4596-4605
-
-
Gassner, H.1
Probst, M.2
Lauenstein, A.3
Hermansson, K.4
-
34
-
-
67650172396
-
Dynamically Polarizable Water Potential Based on Multipole Moments Trained by Machine Learning
-
Handley, C. M.; Popelier, P. L. A. Dynamically Polarizable Water Potential Based on Multipole Moments Trained by Machine Learning J. Chem. Theory Comput. 2009, 5, 1474-1489
-
(2009)
J. Chem. Theory Comput.
, vol.5
, pp. 1474-1489
-
-
Handley, C.M.1
Popelier, P.L.A.2
-
35
-
-
68949154402
-
Optimal Construction of a Fast and Accurate Polarisable Water Potential Based on Multipole Moments Trained by Machine Learning
-
Handley, C. M.; Hawe, G. I.; Kell, D. B.; Popelier, P. L. A. Optimal Construction of a Fast and Accurate Polarisable Water Potential Based on Multipole Moments Trained by Machine Learning Phys. Chem. Chem. Phys. 2009, 11, 6365-6376
-
(2009)
Phys. Chem. Chem. Phys.
, vol.11
, pp. 6365-6376
-
-
Handley, C.M.1
Hawe, G.I.2
Kell, D.B.3
Popelier, P.L.A.4
-
36
-
-
84857263925
-
A Neural Network Potential-Energy Surface for the Water Dimer Based on Environment-Dependent Atomic Energies and Charges
-
Morawietz, T.; Sharma, V.; Behler, J. A Neural Network Potential-Energy Surface for the Water Dimer Based on Environment-Dependent Atomic Energies and Charges J. Chem. Phys. 2012, 136, 064103
-
(2012)
J. Chem. Phys.
, vol.136
, pp. 064103
-
-
Morawietz, T.1
Sharma, V.2
Behler, J.3
-
37
-
-
84882403612
-
A Full-Dimensional Neural Network Potential-Energy Surface for Water Clusters up to the Hexamer
-
Submitted for publication
-
Morawietz, T.; Behler, J. A Full-Dimensional Neural Network Potential-Energy Surface for Water Clusters up to the Hexamer. Z. Phys. Chem. 2013, Submitted for publication
-
(2013)
Z. Phys. Chem.
-
-
Morawietz, T.1
Behler, J.2
-
38
-
-
4243943295
-
Generalized Gradient Approximation Made Simple
-
Perdew, J. P.; Burke, K.; Ernzerhof, M. Generalized Gradient Approximation Made Simple Phys. Rev. Lett. 1996, 77, 3865-3868
-
(1996)
Phys. Rev. Lett.
, vol.77
, pp. 3865-3868
-
-
Perdew, J.P.1
Burke, K.2
Ernzerhof, M.3
-
39
-
-
4644265529
-
Improved Adsorption Energetics Within Density-Functional Theory Using Revised Perdew-Burke-Ernzerhof Functionals
-
Hammer, B.; Hansen, L. B.; Norskov, J. K. Improved Adsorption Energetics Within Density-Functional Theory Using Revised Perdew-Burke-Ernzerhof Functionals Phys. Rev. B 1999, 59, 7413-7421
-
(1999)
Phys. Rev. B
, vol.59
, pp. 7413-7421
-
-
Hammer, B.1
Hansen, L.B.2
Norskov, J.K.3
-
40
-
-
84866983386
-
Perspective: Advances and Challenges in Treating van der Waals Dispersion Forces in Density Functional Theory
-
Klimes, J.; Michaelides, A. Perspective: Advances and Challenges in Treating van der Waals Dispersion Forces in Density Functional Theory J. Chem. Phys. 2012, 137, 120901
-
(2012)
J. Chem. Phys.
, vol.137
, pp. 120901
-
-
Klimes, J.1
Michaelides, A.2
-
41
-
-
3242718844
-
Van der Waals Density Functional for General Geometries
-
Dion, M.; Rydberg, H.; Schröder, E.; Langreth, D.; Lundqvist, B. Van der Waals Density Functional for General Geometries Phys. Rev. Lett. 2004, 92, 246401
-
(2004)
Phys. Rev. Lett.
, vol.92
, pp. 246401
-
-
Dion, M.1
Rydberg, H.2
Schröder, E.3
Langreth, D.4
Lundqvist, B.5
-
42
-
-
61349180195
-
Accurate Molecular van der Waals Interactions from Ground-State Electron Density and Free-Atom Reference Data
-
Tkatchenko, A.; Scheffler, M. Accurate Molecular van der Waals Interactions from Ground-State Electron Density and Free-Atom Reference Data Phys. Rev. Lett. 2009, 102, 073005
-
(2009)
Phys. Rev. Lett.
, vol.102
, pp. 073005
-
-
Tkatchenko, A.1
Scheffler, M.2
-
43
-
-
19644400832
-
Optimization of Effective Atom Centered Potentials for London Dispersion Forces in Density Functional Theory
-
von Lilienfeld, O.; Tavernelli, I.; Rothlisberger, U.; Sebastiani, D. Optimization of Effective Atom Centered Potentials for London Dispersion Forces in Density Functional Theory Phys. Rev. Lett. 2004, 93
-
(2004)
Phys. Rev. Lett.
, pp. 93
-
-
Von Lilienfeld, O.1
Tavernelli, I.2
Rothlisberger, U.3
Sebastiani, D.4
-
44
-
-
77951680464
-
A Consistent and Accurate Ab Initio Parametrization of Density Functional Dispersion Correction (DFT-D) for the 94 Elements H-Pu
-
Grimme, S.; Antony, J.; Ehrlich, S.; Krieg, H. A Consistent and Accurate Ab Initio Parametrization of Density Functional Dispersion Correction (DFT-D) for the 94 Elements H-Pu J. Chem. Phys. 2010, 132, 154104
-
(2010)
J. Chem. Phys.
, vol.132
, pp. 154104
-
-
Grimme, S.1
Antony, J.2
Ehrlich, S.3
Krieg, H.4
-
45
-
-
84856747105
-
Dispersive Interactions in Water Bilayers at Metallic Surfaces: A Comparison of the PBE and RPBE Functional Including Semiempirical Dispersion Corrections
-
Tonigold, K.; Groß, A. Dispersive Interactions in Water Bilayers at Metallic Surfaces: A Comparison of the PBE and RPBE Functional Including Semiempirical Dispersion Corrections J. Comput. Chem. 2012, 33, 695-701
-
(2012)
J. Comput. Chem.
, vol.33
, pp. 695-701
-
-
Tonigold, K.1
Groß, A.2
-
46
-
-
0032495943
-
The Fitting of Potential Energy Surfaces Using Neural Networks. Application to the Study of the Photodissociation Processes
-
Prudente, F. V.; Neto, J. J. S. The Fitting of Potential Energy Surfaces Using Neural Networks. Application to the Study of the Photodissociation Processes Chem. Phys. Lett. 1998, 287, 585-589
-
(1998)
Chem. Phys. Lett.
, vol.287
, pp. 585-589
-
-
Prudente, F.V.1
Neto, J.J.S.2
-
47
-
-
22944464406
-
Ab Initio Potential-Energy Surfaces for Complex, Multichannel Systems Using Modified Novelty Sampling and Feedforward Neural Networks
-
Raff, L. M.; Malshe, M.; Hagan, M.; Doughan, D. I.; Rockley, M. G.; Komanduri, R. Ab Initio Potential-Energy Surfaces for Complex, Multichannel Systems Using Modified Novelty Sampling and Feedforward Neural Networks J. Chem. Phys. 2005, 122, 084104
-
(2005)
J. Chem. Phys.
, vol.122
, pp. 084104
-
-
Raff, L.M.1
Malshe, M.2
Hagan, M.3
Doughan, D.I.4
Rockley, M.G.5
Komanduri, R.6
-
48
-
-
0141938557
-
The Use of Neural Networks for Fitting Potential Energy Surfaces: A Comparative Case Study for the H-3(+) Molecule
-
Rocha, T. M.; Oliveira, Z. T.; Malbouisson, L. A. C.; Gargano, R.; Neto, J. J. S. The Use of Neural Networks for Fitting Potential Energy Surfaces: A Comparative Case Study for the H-3(+) Molecule Int. J. Quantum Chem. 2003, 95, 281-288
-
(2003)
Int. J. Quantum Chem.
, vol.95
, pp. 281-288
-
-
Rocha, T.M.1
Oliveira, Z.T.2
Malbouisson, L.A.C.3
Gargano, R.4
Neto, J.J.S.5
-
50
-
-
33845324128
-
Using Neural Networks to Represent Potential Surfaces as Sums of Products
-
Manzhos, S.; Carrington, T., Jr. Using Neural Networks to Represent Potential Surfaces as Sums of Products J. Chem. Phys. 2006, 125, 194105
-
(2006)
J. Chem. Phys.
, vol.125
, pp. 194105
-
-
Manzhos, S.1
Carrington Jr., T.2
-
51
-
-
57649225620
-
Using Neural Networks, Optimized Coordinates, and High-Dimensional Model Representations to Obtain a Vinyl Bromide Potential Surface
-
Manzhos, S.; Carrington, T., Jr. Using Neural Networks, Optimized Coordinates, and High-Dimensional Model Representations to Obtain a Vinyl Bromide Potential Surface J. Chem. Phys. 2008, 129, 224104
-
(2008)
J. Chem. Phys.
, vol.129
, pp. 224104
-
-
Manzhos, S.1
Carrington Jr., T.2
-
52
-
-
19644389243
-
Neural-Network Models of Potential-Energy Surfaces
-
Blank, T. B.; Brown, S. D.; Calhoun, A. W.; Doren, D. J. Neural-Network Models of Potential-Energy Surfaces J. Chem. Phys. 1995, 103, 4129-4137
-
(1995)
J. Chem. Phys.
, vol.103
, pp. 4129-4137
-
-
Blank, T.B.1
Brown, S.D.2
Calhoun, A.W.3
Doren, D.J.4
-
53
-
-
4444243883
-
Representing High-Dimensional Potential-Energy Surfaces for Reactions at Surfaces by Neural Networks
-
Lorenz, S.; Groß, A.; Scheffler, M. Representing High-Dimensional Potential-Energy Surfaces for Reactions at Surfaces by Neural Networks Chem. Phys. Lett. 2004, 395, 210-215
-
(2004)
Chem. Phys. Lett.
, vol.395
, pp. 210-215
-
-
Lorenz, S.1
Groß, A.2
Scheffler, M.3
-
54
-
-
34547842566
-
Representing Molecule-Surface Interactions with Symmetry-Adapted Neural Networks
-
Behler, J.; Lorenz, S.; Reuter, K. Representing Molecule-Surface Interactions with Symmetry-Adapted Neural Networks J. Chem. Phys. 2007, 127, 014705
-
(2007)
J. Chem. Phys.
, vol.127
, pp. 014705
-
-
Behler, J.1
Lorenz, S.2
Reuter, K.3
-
56
-
-
39349085778
-
Ab Initio Molecular Dynamics of Hydrogen Dissociation on Metal Surfaces Using Neural Networks and Novelty Sampling
-
Ludwig, J.; Vlachos, D. G. Ab Initio Molecular Dynamics of Hydrogen Dissociation on Metal Surfaces Using Neural Networks and Novelty Sampling J. Chem. Phys. 2007, 127, 154716
-
(2007)
J. Chem. Phys.
, vol.127
, pp. 154716
-
-
Ludwig, J.1
Vlachos, D.G.2
-
57
-
-
77249140994
-
2O on Cu(100) Using a Continuous Potential Energy Surface
-
2O on Cu(100) Using a Continuous Potential Energy Surface Surf. Sci. 2010, 604, 555-561
-
(2010)
Surf. Sci.
, vol.604
, pp. 555-561
-
-
Manzhos, S.1
Yamashita, K.2
-
58
-
-
34047127421
-
Generalized Neural-Network Representation of High-Dimensional Potential-Energy Surfaces
-
Behler, J.; Parrinello, M. Generalized Neural-Network Representation of High-Dimensional Potential-Energy Surfaces Phys. Rev. Lett. 2007, 98, 146401
-
(2007)
Phys. Rev. Lett.
, vol.98
, pp. 146401
-
-
Behler, J.1
Parrinello, M.2
-
59
-
-
79953856961
-
Atom-Centered Symmetry Functions for Constructing High-Dimensional Neural Network Potentials
-
Behler, J. Atom-Centered Symmetry Functions for Constructing High-Dimensional Neural Network Potentials J. Chem. Phys. 2011, 134, 074106
-
(2011)
J. Chem. Phys.
, vol.134
, pp. 074106
-
-
Behler, J.1
-
60
-
-
79961106334
-
High-Dimensional Neural-Network Potentials for Multicomponent Systems: Applications to Zinc Oxide
-
Artrith, N.; Morawietz, T.; Behler, J. High-Dimensional Neural-Network Potentials for Multicomponent Systems: Applications to Zinc Oxide Phys. Rev. B 2011, 83, 153101
-
(2011)
Phys. Rev. B
, vol.83
, pp. 153101
-
-
Artrith, N.1
Morawietz, T.2
Behler, J.3
-
61
-
-
0001553329
-
Bonded-Atom Fragments for Describing Molecular Charge-Densities
-
Hirshfeld, F. L. Bonded-Atom Fragments for Describing Molecular Charge-Densities Theor. Chim. Acta 1977, 44, 129-138
-
(1977)
Theor. Chim. Acta
, vol.44
, pp. 129-138
-
-
Hirshfeld, F.L.1
-
62
-
-
84977266737
-
Die Berechnung Optischer und Elektrostatischer Gitterpotentiale
-
Ewald, P. Die Berechnung Optischer und Elektrostatischer Gitterpotentiale Ann. Phys. 1921, 64, 253
-
(1921)
Ann. Phys.
, vol.64
, pp. 253
-
-
Ewald, P.1
-
63
-
-
43249123138
-
Metadynamics Simulations of the High-Pressure Phases of Silicon Employing a High-Dimensional Neural Network Potential
-
Behler, J.; Martoňák, R.; Donadio, D.; Parrinello, M. Metadynamics Simulations of the High-Pressure Phases of Silicon Employing a High-Dimensional Neural Network Potential Phys. Rev. Lett. 2008, 100, 185501
-
(2008)
Phys. Rev. Lett.
, vol.100
, pp. 185501
-
-
Behler, J.1
Martoňák, R.2
Donadio, D.3
Parrinello, M.4
-
64
-
-
56749176216
-
Pressure-Induced Phase Transitions in Silicon Studied by Neural Network-Based Metadynamics Simulations
-
Behler, J.; Martoňák, R.; Donadio, D.; Parrinello, M. Pressure-Induced Phase Transitions in Silicon Studied by Neural Network-Based Metadynamics Simulations Phys. Status Solidi B 2008, 245, 2618-2629
-
(2008)
Phys. Status Solidi B
, vol.245
, pp. 2618-2629
-
-
Behler, J.1
Martoňák, R.2
Donadio, D.3
Parrinello, M.4
-
65
-
-
84856412489
-
High-Dimensional Neural Network Potentials for Metal Surfaces: A Prototype Study for Copper
-
Artrith, N.; Behler, J. High-Dimensional Neural Network Potentials for Metal Surfaces: A Prototype Study for Copper Phys. Rev. B 2012, 85, 045439
-
(2012)
Phys. Rev. B
, vol.85
, pp. 045439
-
-
Artrith, N.1
Behler, J.2
-
66
-
-
84861702414
-
Construction of High-Dimensional Neural Network Potentials Using Environment-Dependent Atom Pairs
-
Jose, K. V. J.; Artrith, N.; Behler, J. Construction of High-Dimensional Neural Network Potentials Using Environment-Dependent Atom Pairs J. Chem. Phys. 2012, 136, 194111
-
(2012)
J. Chem. Phys.
, vol.136
, pp. 194111
-
-
Jose, K.V.J.1
Artrith, N.2
Behler, J.3
-
67
-
-
84878682578
-
Neural Network Potentials for Metals and Oxides - First Applications to Copper Clusters at Zinc Oxide
-
10.1002/pssb.201248370
-
Artrith, N.; Hiller, B.; Behler, J. Neural Network Potentials for Metals and Oxides-First Applications to Copper Clusters at Zinc Oxide Phys. Status Solidi B 2012, 10.1002/pssb.201248370
-
(2012)
Phys. Status Solidi B
-
-
Artrith, N.1
Hiller, B.2
Behler, J.3
-
68
-
-
77954915385
-
Graphite-Diamond Phase Coexistence Study Employing a Neural-Network Mapping of the Ab Initio Potential Energy Surface
-
Khaliullin, R. Z.; Eshet, H.; Kühne, T. D.; Behler, J.; Parrinello, M. Graphite-Diamond Phase Coexistence Study Employing a Neural-Network Mapping of the Ab Initio Potential Energy Surface Phys. Rev. B 2010, 81, 100103
-
(2010)
Phys. Rev. B
, vol.81
, pp. 100103
-
-
Khaliullin, R.Z.1
Eshet, H.2
Kühne, T.D.3
Behler, J.4
Parrinello, M.5
-
69
-
-
77955445462
-
Ab Initio Quality Neural-Network Potential for Sodium
-
Eshet, H.; Khaliullin, R. Z.; Kühne, T. D.; Behler, J.; Parrinello, M. Ab Initio Quality Neural-Network Potential for Sodium Phys. Rev. B 2010, 81, 184107
-
(2010)
Phys. Rev. B
, vol.81
, pp. 184107
-
-
Eshet, H.1
Khaliullin, R.Z.2
Kühne, T.D.3
Behler, J.4
Parrinello, M.5
-
70
-
-
84861125804
-
Neural Network Interatomic Potential for the Phase Change Material GeTe
-
Sosso, G.; Miceli, G.; Caravati, S.; Behler, J.; Bernasconi, M. Neural Network Interatomic Potential for the Phase Change Material GeTe Phys. Rev. B 2012, 85, 174103
-
(2012)
Phys. Rev. B
, vol.85
, pp. 174103
-
-
Sosso, G.1
Miceli, G.2
Caravati, S.3
Behler, J.4
Bernasconi, M.5
-
71
-
-
4043164887
-
Accurate Description of van der Waals Complexes by Density Functional Theory Including Empirical Corrections
-
Grimme, S. Accurate Description of van der Waals Complexes by Density Functional Theory Including Empirical Corrections J. Comput. Chem. 2004, 25, 1463-1473
-
(2004)
J. Comput. Chem.
, vol.25
, pp. 1463-1473
-
-
Grimme, S.1
-
72
-
-
33750559983
-
Semiempirical GGA-Type Density Functional Constructed with a Long-Range Dispersion Correction
-
Grimme, S. Semiempirical GGA-Type Density Functional Constructed with a Long-Range Dispersion Correction J. Comput. Chem. 2006, 27, 1787-1799
-
(2006)
J. Comput. Chem.
, vol.27
, pp. 1787-1799
-
-
Grimme, S.1
-
73
-
-
70149102016
-
Ab Initio Molecular Simulations with Numeric Atom-Centered Orbitals
-
Blum, V.; Gehrke, R.; Hanke, F.; Havu, P.; Havu, V.; Ren, X.; Reuter, K.; Scheffler, M. Ab Initio Molecular Simulations with Numeric Atom-Centered Orbitals Comput. Phys. Commun. 2009, 180, 2175-2196
-
(2009)
Comput. Phys. Commun.
, vol.180
, pp. 2175-2196
-
-
Blum, V.1
Gehrke, R.2
Hanke, F.3
Havu, P.4
Havu, V.5
Ren, X.6
Reuter, K.7
Scheffler, M.8
-
74
-
-
0001616080
-
Replica-Exchange Molecular Dynamics Method for Protein Folding
-
Sugita, Y.; Okamoto, Y. Replica-Exchange Molecular Dynamics Method for Protein Folding Chem. Phys. Lett. 1999, 314, 141-151
-
(1999)
Chem. Phys. Lett.
, vol.314
, pp. 141-151
-
-
Sugita, Y.1
Okamoto, Y.2
-
75
-
-
69349104215
-
TiREX: Replica-Exchange Molecular Dynamics Using TINKER
-
Penev, E. S.; Lampoudi, S.; Shea, J. E. TiREX: Replica-Exchange Molecular Dynamics Using TINKER Comput. Phys. Commun. 2009, 180, 2013-2019
-
(2009)
Comput. Phys. Commun.
, vol.180
, pp. 2013-2019
-
-
Penev, E.S.1
Lampoudi, S.2
Shea, J.E.3
-
77
-
-
33846086933
-
Canonical Sampling Through Velocity Rescaling
-
Bussi, G.; Donadio, D.; Parrinello, M. Canonical Sampling Through Velocity Rescaling J. Chem. Phys. 2007, 126, 014101
-
(2007)
J. Chem. Phys.
, vol.126
, pp. 014101
-
-
Bussi, G.1
Donadio, D.2
Parrinello, M.3
-
79
-
-
33645518656
-
Neural Network Models of Potential Energy Surfaces: Prototypical Examples
-
Witkoskie, J. B.; Doren, D. J. Neural Network Models of Potential Energy Surfaces: Prototypical Examples J. Chem. Theory Comput. 2005, 1, 14-23
-
(2005)
J. Chem. Theory Comput.
, vol.1
, pp. 14-23
-
-
Witkoskie, J.B.1
Doren, D.J.2
-
80
-
-
0025536870
-
Improving the Learning Speed of 2-Layer Neural Networks by Choosing Initial Values of the Adaptive Weights
-
San Diego, CA
-
Nguyen, D.; Widrow, B. Improving the Learning Speed of 2-Layer Neural Networks by Choosing Initial Values of the Adaptive Weights. In IEEE First International Joint Conference on Neural Networks, San Diego, CA, 1990; pp 21-26.
-
(1990)
IEEE First International Joint Conference on Neural Networks
, pp. 21-26
-
-
Nguyen, D.1
Widrow, B.2
-
81
-
-
36449006558
-
Molecular-Potential Energy Surfaces by Interpolation
-
Ischtwan, J.; Collins, M. A. Molecular-Potential Energy Surfaces By Interpolation J. Chem. Phys. 1994, 100, 8080-8088
-
(1994)
J. Chem. Phys.
, vol.100
, pp. 8080-8088
-
-
Ischtwan, J.1
Collins, M.A.2
-
82
-
-
80055042187
-
Benchmark Structures and Binding Energies of Small Water Clusters with Anharmonicity Corrections
-
Temelso, B.; Archer, K. A.; Shields, G. C. Benchmark Structures and Binding Energies of Small Water Clusters with Anharmonicity Corrections J. Phys. Chem. A 2011, 115, 12034-12046
-
(2011)
J. Phys. Chem. A
, vol.115
, pp. 12034-12046
-
-
Temelso, B.1
Archer, K.A.2
Shields, G.C.3
-
83
-
-
33646887390
-
On the Limited Memory BFGS Method for Large-Scale Optimization
-
Liu, D. C.; Nocedal, J. On the Limited Memory BFGS Method for Large-Scale Optimization Math. Program. 1989, 45, 503-528
-
(1989)
Math. Program.
, vol.45
, pp. 503-528
-
-
Liu, D.C.1
Nocedal, J.2
-
84
-
-
56849120545
-
On the Accuracy of Density-Functional Theory Exchange-Correlation Functionals for H Bonds in Small Water Clusters. II. The Water Hexamer and van der Waals Interactions
-
Santra, B.; Michaelides, A.; Fuchs, M.; Tkatchenko, A.; Filippi, C.; Scheffler, M. On the Accuracy of Density-Functional Theory Exchange-Correlation Functionals for H Bonds in Small Water Clusters. II. The Water Hexamer and van der Waals Interactions J. Chem. Phys. 2008, 129, 194111
-
(2008)
J. Chem. Phys.
, vol.129
, pp. 194111
-
-
Santra, B.1
Michaelides, A.2
Fuchs, M.3
Tkatchenko, A.4
Filippi, C.5
Scheffler, M.6
-
85
-
-
67649283311
-
Improvement in Hydrogen Bond Description Using van der Waals-Corrected DFT: The Case of Small Water Clusters
-
Silvestrelli, P. L. Improvement in Hydrogen Bond Description Using van der Waals-Corrected DFT: The Case of Small Water Clusters Chem. Phys. Lett. 2009, 475, 285-288
-
(2009)
Chem. Phys. Lett.
, vol.475
, pp. 285-288
-
-
Silvestrelli, P.L.1
-
86
-
-
64849103650
-
CCSD(T) Complete Basis Set Limit Relative Energies for Low-Lying Water Hexamer Structures
-
Bates, D. M.; Tschumper, G. S. CCSD(T) Complete Basis Set Limit Relative Energies for Low-Lying Water Hexamer Structures J. Phys. Chem. A 2009, 113, 3555-3559
-
(2009)
J. Phys. Chem. A
, vol.113
, pp. 3555-3559
-
-
Bates, D.M.1
Tschumper, G.S.2
-
87
-
-
10044242685
-
Accurate Energies and Structures for Large Water Clusters Using the X3LYP Hybrid Density Functional
-
Su, J. T.; Xu, X.; Goddard, W. A. Accurate Energies and Structures for Large Water Clusters Using the X3LYP Hybrid Density Functional J. Phys. Chem. A 2004, 108, 10518-10526
-
(2004)
J. Phys. Chem. A
, vol.108
, pp. 10518-10526
-
-
Su, J.T.1
Xu, X.2
Goddard, W.A.3
-
88
-
-
67249096678
-
Development of Generalized Potential-Energy Surfaces Using Many-Body Expansions, Neural Networks, and Moiety Energy Approximations
-
Malshe, M.; Narulkar, R.; Raff, L. M.; Hagan, M.; Bukkapatnam, S.; Agrawal, P. M.; Komanduri, R. Development of Generalized Potential-Energy Surfaces Using Many-Body Expansions, Neural Networks, and Moiety Energy Approximations J. Chem. Phys. 2009, 130, 184102
-
(2009)
J. Chem. Phys.
, vol.130
, pp. 184102
-
-
Malshe, M.1
Narulkar, R.2
Raff, L.M.3
Hagan, M.4
Bukkapatnam, S.5
Agrawal, P.M.6
Komanduri, R.7
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