Class information for:
Level 1: AFLOW//COMPUTAT DESIGN DISCOVERY NOVEL MAT//ENSEMBLES OF FEED FORWARD NEURAL NETWORKS

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
17883 577 45.9 72%


Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes
The table includes all classes above and classes immediately below the current class.


Cluster id Level Cluster label #P
2 4 MATERIALS SCIENCE, MULTIDISCIPLINARY//PHYSICS, APPLIED//PHYSICS, CONDENSED MATTER 2836879
656 3       QUASICRYSTALS//APPROXIMANT//DECAGONAL QUASICRYSTAL 11222
3526 2             AFLOW//POWDER INDEXING//COMPUTAT DESIGN DISCOVERY NOVEL MAT 1395
17883 1                   AFLOW//COMPUTAT DESIGN DISCOVERY NOVEL MAT//ENSEMBLES OF FEED FORWARD NEURAL NETWORKS 577

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 AFLOW authKW 264599 1% 100% 5
2 COMPUTAT DESIGN DISCOVERY NOVEL MAT address 235728 1% 64% 7
3 ENSEMBLES OF FEED FORWARD NEURAL NETWORKS authKW 158759 1% 100% 3
4 NSF INT MAT address 158759 1% 100% 3
5 MATERIALS INFORMATICS authKW 147798 2% 31% 9
6 COMPUTAT DESIGN DISCOVERY NOVEL MAT MA address 136060 2% 21% 12
7 MAT GENOM MAT SCI ELECT ENGN PHYS CHEM address 119068 1% 75% 3
8 ARGONNE LEADERSHIP COMP IL address 110319 2% 15% 14
9 ETHANOL ADSORPTION ON AU111 authKW 105839 0% 100% 2
10 MATERIAL DATA ESTIMATION authKW 105839 0% 100% 2

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 Physics, Atomic, Molecular & Chemical 5050 37% 0% 214
2 Chemistry, Physical 2682 46% 0% 263
3 Materials Science, Multidisciplinary 540 24% 0% 137
4 Physics, Condensed Matter 434 16% 0% 93
5 Mining & Mineral Processing 255 2% 0% 13
6 Mathematics, Interdisciplinary Applications 154 4% 0% 24
7 Mineralogy 122 2% 0% 13
8 Metallurgy & Metallurgical Engineering 93 5% 0% 30
9 Physics, Multidisciplinary 91 7% 0% 43
10 Nanoscience & Nanotechnology 83 5% 0% 29

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 COMPUTAT DESIGN DISCOVERY NOVEL MAT 235728 1% 64% 7
2 NSF INT MAT 158759 1% 100% 3
3 COMPUTAT DESIGN DISCOVERY NOVEL MAT MA 136060 2% 21% 12
4 MAT GENOM MAT SCI ELECT ENGN PHYS CHEM 119068 1% 75% 3
5 ARGONNE LEADERSHIP COMP IL 110319 2% 15% 14
6 MAT INFORMAT INTEGRAT 84659 1% 20% 8
7 COMBINATORIAL MAT SCI MAT INFORMAT 70558 0% 67% 2
8 COMBINATORIAL DISCOVERY 58380 1% 14% 8
9 AALTO ELECT ENGN 52920 0% 100% 1
10 CARLOS FS TEOR COMPUTAC 1 52920 0% 100% 1

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 JOURNAL OF CHEMICAL PHYSICS 7684 19% 0% 112
2 COMPUTATIONAL MATERIALS SCIENCE 4627 4% 0% 25
3 JOM 4155 2% 1% 13
4 APL MATERIALS 3969 1% 1% 7
5 JOURNAL OF CHEMICAL THEORY AND COMPUTATION 3710 3% 0% 18
6 MRS BULLETIN 2965 2% 1% 11
7 SCIENTIFIC DATA 2670 1% 2% 3
8 INTERNATIONAL JOURNAL OF QUANTUM CHEMISTRY 1691 3% 0% 19
9 ACS COMBINATORIAL SCIENCE 1534 1% 1% 4
10 COMPUTING IN SCIENCE & ENGINEERING 984 1% 0% 4

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 AFLOW 264599 1% 100% 5 Search AFLOW Search AFLOW
2 ENSEMBLES OF FEED FORWARD NEURAL NETWORKS 158759 1% 100% 3 Search ENSEMBLES+OF+FEED+FORWARD+NEURAL+NETWORKS Search ENSEMBLES+OF+FEED+FORWARD+NEURAL+NETWORKS
3 MATERIALS INFORMATICS 147798 2% 31% 9 Search MATERIALS+INFORMATICS Search MATERIALS+INFORMATICS
4 ETHANOL ADSORPTION ON AU111 105839 0% 100% 2 Search ETHANOL+ADSORPTION+ON+AU111 Search ETHANOL+ADSORPTION+ON+AU111
5 MATERIAL DATA ESTIMATION 105839 0% 100% 2 Search MATERIAL+DATA+ESTIMATION Search MATERIAL+DATA+ESTIMATION
6 MATERIAL DATA VALIDATION 105839 0% 100% 2 Search MATERIAL+DATA+VALIDATION Search MATERIAL+DATA+VALIDATION
7 THIN LAYER SUPERLATTICES 105839 0% 100% 2 Search THIN+LAYER+SUPERLATTICES Search THIN+LAYER+SUPERLATTICES
8 INVERSE MOLECULAR DESIGN 70558 0% 67% 2 Search INVERSE+MOLECULAR+DESIGN Search INVERSE+MOLECULAR+DESIGN
9 NEURAL NETWORK POTENTIALS 70558 0% 67% 2 Search NEURAL+NETWORK+POTENTIALS Search NEURAL+NETWORK+POTENTIALS
10 MATERIALS GENOME INITIATIVE 65126 1% 31% 4 Search MATERIALS+GENOME+INITIATIVE Search MATERIALS+GENOME+INITIATIVE

Core articles
The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.


Rank Reference # ref.
in cl.		 Shr. of ref. in
cl.		 Citations
1 BEHLER, J , (2015) CONSTRUCTING HIGH-DIMENSIONAL NEURAL NETWORK POTENTIALS: A TUTORIAL REVIEW.INTERNATIONAL JOURNAL OF QUANTUM CHEMISTRY. VOL. 115. ISSUE 16. P. 1032 -1050 50 53% 23
2 BEHLER, J , (2014) REPRESENTING POTENTIAL ENERGY SURFACES BY HIGH-DIMENSIONAL NEURAL NETWORK POTENTIALS.JOURNAL OF PHYSICS-CONDENSED MATTER. VOL. 26. ISSUE 18. P. - 67 35% 42
3 BEHLER, J , (2011) ATOM-CENTERED SYMMETRY FUNCTIONS FOR CONSTRUCTING HIGH-DIMENSIONAL NEURAL NETWORK POTENTIALS.JOURNAL OF CHEMICAL PHYSICS. VOL. 134. ISSUE 7. P. - 34 79% 55
4 BEHLER, J , (2011) NEURAL NETWORK POTENTIAL-ENERGY SURFACES IN CHEMISTRY: A TOOL FOR LARGE-SCALE SIMULATIONS.PHYSICAL CHEMISTRY CHEMICAL PHYSICS. VOL. 13. ISSUE 40. P. 17930 -17955 56 41% 97
5 HANDLEY, CM , POPELIER, PLA , (2010) POTENTIAL ENERGY SURFACES FITTED BY ARTIFICIAL NEURAL NETWORKS.JOURNAL OF PHYSICAL CHEMISTRY A. VOL. 114. ISSUE 10. P. 3371-3383 33 79% 75
6 GASTEGGER, M , MARQUETAND, P , (2015) HIGH-DIMENSIONAL NEURAL NETWORK POTENTIALS FOR ORGANIC REACTIONS AND AN IMPROVED TRAINING ALGORITHM.JOURNAL OF CHEMICAL THEORY AND COMPUTATION. VOL. 11. ISSUE 5. P. 2187 -2198 43 52% 7
7 BEHLER, J , (2016) PERSPECTIVE: MACHINE LEARNING POTENTIALS FOR ATOMISTIC SIMULATIONS.JOURNAL OF CHEMICAL PHYSICS. VOL. 145. ISSUE 17. P. - 33 62% 2
8 SEKO, A , TAKAHASHI, A , TANAKA, I , (2015) FIRST-PRINCIPLES INTERATOMIC POTENTIALS FOR TEN ELEMENTAL METALS VIA COMPRESSED SENSING.PHYSICAL REVIEW B. VOL. 92. ISSUE 5. P. - 36 64% 1
9 MALSHE, M , PUKRITTAYAKAMEE, A , RAFF, LM , HAGAN, M , BUKKAPATNAM, S , KOMANDURI, R , (2009) ACCURATE PREDICTION OF HIGHER-LEVEL ELECTRONIC STRUCTURE ENERGIES FOR LARGE DATABASES USING NEURAL NETWORKS, HARTREE-FOCK ENERGIES, AND SMALL SUBSETS OF THE DATABASE.JOURNAL OF CHEMICAL PHYSICS. VOL. 131. ISSUE 12. P. - 34 77% 5
10 HANDLEY, CM , BEHLER, J , (2014) NEXT GENERATION INTERATOMIC POTENTIALS FOR CONDENSED SYSTEMS.EUROPEAN PHYSICAL JOURNAL B. VOL. 87. ISSUE 7. P. - 51 40% 6

Classes with closest relation at Level 1


Rank Class id link
1 22815 ORBITAL ELECTRONEGATIVITY//PSEUDOPOTENTIAL RADIUS//YULIN BRANCH
2 25923 UV CHERENKOV LIGHT//ALKALI METAL CHALCOGENIDES//RUBIDIUM TELLURIDE
3 35862 GAUSSIAN DOUBLE WELL//GENETIC ALGORITHM AND ELECTRONIC STRUCTURE//PERTURBATIONAL MOLECULAR ORBITAL THEORY
4 32367 ADV DEVICE TECHNLOL//BANDGAP CORRECTION//BREMEN COMP MATER SCI
5 12575 VALLEY RIDGE INFLECTION POINT//GRADIENT EXTREMAL//NEWTON TRAJECTORY
6 26348 CATALYT SCI TECHNOL//NI PT111//CATALYSIS ENERGY INNOVAT
7 6261 CLUSTER VARIATION METHOD//CLUSTER SITE APPROXIMATION//CONTINUOUS DISPLACEMENT CLUSTER VARIATION METHOD
8 7968 JULICH AACHEN ALLIANCE JARA HPC//CSR USEK//BADER CHARGES
9 4392 DISCRETE VARIABLE REPRESENTATION//VIBRATIONAL SELF CONSISTENT FIELD//VSCF
10 22046 LABORATORY ASTROCHEMISTRY//IONIC HYDROGEN CLUSTERS//HYDROGEN CLUSTER IONS

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