Class information for:
Level 1: ENSEMBLES OF FEED FORWARD NEURAL NETWORKS//MREI2//NEURAL NETWORK POTENTIALS

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
24253 266 40.8 66%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
67 27929 INTERNATIONAL JOURNAL OF CHEMICAL KINETICS//JOURNAL OF PHYSICAL CHEMISTRY A//QUASI CLASSICAL TRAJECTORY

Terms with highest relevance score


Rank Term Type of term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ.
in class
1 ENSEMBLES OF FEED FORWARD NEURAL NETWORKS Author keyword 3 100% 1% 3
2 MREI2 Address 1 100% 1% 2
3 NEURAL NETWORK POTENTIALS Author keyword 1 100% 1% 2
4 INTEGRITY BASIS Author keyword 1 40% 1% 2
5 BASIS OPTIMIZATION Author keyword 1 50% 0% 1
6 BELUR MATH Address 1 50% 0% 1
7 BORN OPPENHEIMER METHOD Author keyword 1 50% 0% 1
8 CLO DIMER Author keyword 1 50% 0% 1
9 DIRECT CLASSICAL TRAJECTORY CALCULATIONS Author keyword 1 50% 0% 1
10 DOPED POLYTHIOPHENE Author keyword 1 50% 0% 1

Web of Science journal categories

Author Key Words


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ.
in class		 LCSH search Wikipedia search
1 ENSEMBLES OF FEED FORWARD NEURAL NETWORKS 3 100% 1% 3 Search ENSEMBLES+OF+FEED+FORWARD+NEURAL+NETWORKS Search ENSEMBLES+OF+FEED+FORWARD+NEURAL+NETWORKS
2 NEURAL NETWORK POTENTIALS 1 100% 1% 2 Search NEURAL+NETWORK+POTENTIALS Search NEURAL+NETWORK+POTENTIALS
3 INTEGRITY BASIS 1 40% 1% 2 Search INTEGRITY+BASIS Search INTEGRITY+BASIS
4 BASIS OPTIMIZATION 1 50% 0% 1 Search BASIS+OPTIMIZATION Search BASIS+OPTIMIZATION
5 BORN OPPENHEIMER METHOD 1 50% 0% 1 Search BORN+OPPENHEIMER+METHOD Search BORN+OPPENHEIMER+METHOD
6 CLO DIMER 1 50% 0% 1 Search CLO+DIMER Search CLO+DIMER
7 DIRECT CLASSICAL TRAJECTORY CALCULATIONS 1 50% 0% 1 Search DIRECT+CLASSICAL+TRAJECTORY+CALCULATIONS Search DIRECT+CLASSICAL+TRAJECTORY+CALCULATIONS
8 DOPED POLYTHIOPHENE 1 50% 0% 1 Search DOPED+POLYTHIOPHENE Search DOPED+POLYTHIOPHENE
9 FORCE FIELD FITTING 1 50% 0% 1 Search FORCE+FIELD+FITTING Search FORCE+FIELD+FITTING
10 GENETIC ALGORITHM AND ELECTRONIC STRUCTURE 1 50% 0% 1 Search GENETIC+ALGORITHM+AND+ELECTRONIC+STRUCTURE Search GENETIC+ALGORITHM+AND+ELECTRONIC+STRUCTURE

Key Words Plus


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 H 31A1 34 93% 5% 13
2 OHH 2 H2OH REACTION 15 49% 8% 22
3 SHEPARD INTERPOLATION 14 60% 6% 15
4 3RD DERIVATIVES 7 56% 3% 9
5 H 2PT111 6 58% 3% 7
6 MODIFIED SHEPARD INTERPOLATION 5 42% 4% 10
7 MOLECULAR DYNAMICS INVESTIGATIONS 4 75% 1% 3
8 LEAST SQUARES METHODS 4 11% 12% 31
9 CLASSICAL DYNAMICS CALCULATIONS 3 100% 1% 3
10 FOCK MOLECULAR DYNAMICS 3 60% 1% 3

Journals

Reviews


Title Publ. year Cit. Active references % act. ref.
to same field
Representing potential energy surfaces by high-dimensional neural network potentials 2014 15 191 36%
Potential Energy Surfaces Fitted by Artificial Neural Networks 2010 53 42 81%
Constructing high-dimensional neural network potentials: A tutorial review 2015 2 95 53%
Permutationally invariant potential energy surfaces in high dimensionality 2009 140 69 22%
Neural network-based approaches for building high dimensional and quantum dynamics-friendly potential energy surfaces 2015 1 116 34%
Gaussian approximation potentials: A brief tutorial introduction 2015 1 12 33%
A nested molecule-independent neural network approach for high-quality potential fits 2006 62 120 36%
Using redundant coordinates to represent potential energy surfaces with lower-dimensional functions 2007 26 92 42%
A random-sampling high dimensional model representation neural network for building potential energy surfaces 2006 61 94 30%
Ab initio potential-energy surfaces for complex, multichannel systems using modified novelty sampling and feedforward neural networks 2005 69 74 28%

Address terms


Rank Address term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ.
in class
1 MREI2 1 100% 0.8% 2
2 BELUR MATH 1 50% 0.4% 1
3 KRASNOYARSK COMP 1 50% 0.4% 1
4 EU INFORMAT CIUDAD REAL 0 33% 0.4% 1
5 MATH J DIEUDONNE 0 33% 0.4% 1
6 CIENCIA TECNOL BIOETANOL 0 25% 0.4% 1
7 CREAT CONTROL REACT DYNAM 0 25% 0.4% 1
8 MULTISCALE SCI 0 25% 0.4% 1
9 MREI 2 0 11% 0.4% 1
10 CCMMGRP SIMULACAO MOL 0 100% 0.4% 1

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000208757 VARIATIONAL TRANSITION STATE//VARIATIONAL TRANSITION STATE THEORY//DIRECT DYNAMICS
2 0.0000164385 VIBRATIONAL SELF CONSISTENT FIELD//VPT2//NACHWUCHSGRP THEORIE SFB 569
3 0.0000131797 VALLEY RIDGE INFLECTION POINT//NEWTON TRAJECTORY//GRADIENT EXTREMAL
4 0.0000126067 OH PLUS CO REACTION//CHEMISTRY ON GRID//HOCO RADICAL
5 0.0000125652 LABORATORY ASTROCHEMISTRY//HYDROGEN CLUSTER IONS//IONIC HYDROGEN CLUSTERS
6 0.0000121126 KINETIC ENERGY OPERATOR//CNRSURA 0506//UMR 5636
7 0.0000118854 COMPUTAT DESIGN DISCOVERY NOVEL MAT//AFLOW//NSF INT MAT
8 0.0000099796 REAXFF//REACTIVE MOLECULAR DYNAMICS//GMD REAX
9 0.0000093835 DIABATIC STATES//GEOMETRIC PHASE EFFECT//CONICAL INTERSECTIONS
10 0.0000092860 CIENCIAS C9//HYDROGEN MOLECULE//COUPLED CHANNEL METHOD