Class information for:
Level 1: AUTOMATIC DIFFERENTIATION//COMPUTATIONAL DIFFERENTIATION//INTERFACE CONTRACTION

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
21248 367 21.5 34%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
1337 7904 ALGEBRAIC MULTIGRID//DOMAIN DECOMPOSITION//NUMERICAL LINEAR ALGEBRA WITH APPLICATIONS

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 AUTOMATIC DIFFERENTIATION Author keyword 34 26% 30% 110
2 COMPUTATIONAL DIFFERENTIATION Author keyword 26 87% 4% 13
3 INTERFACE CONTRACTION Author keyword 6 100% 1% 4
4 VERTEX ELIMINATION Author keyword 5 60% 2% 6
5 SEPRAN Author keyword 4 67% 1% 4
6 ADIFOR Author keyword 4 40% 2% 8
7 FORWARD MODE Author keyword 4 41% 2% 7
8 ADJOINT CODES Author keyword 3 100% 1% 3
9 REVERSE MODE Author keyword 3 29% 2% 9
10 SOURCE TRANSFORMATION Author keyword 2 28% 2% 7

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 AUTOMATIC DIFFERENTIATION 34 26% 30% 110 Search AUTOMATIC+DIFFERENTIATION Search AUTOMATIC+DIFFERENTIATION
2 COMPUTATIONAL DIFFERENTIATION 26 87% 4% 13 Search COMPUTATIONAL+DIFFERENTIATION Search COMPUTATIONAL+DIFFERENTIATION
3 INTERFACE CONTRACTION 6 100% 1% 4 Search INTERFACE+CONTRACTION Search INTERFACE+CONTRACTION
4 VERTEX ELIMINATION 5 60% 2% 6 Search VERTEX+ELIMINATION Search VERTEX+ELIMINATION
5 SEPRAN 4 67% 1% 4 Search SEPRAN Search SEPRAN
6 ADIFOR 4 40% 2% 8 Search ADIFOR Search ADIFOR
7 FORWARD MODE 4 41% 2% 7 Search FORWARD+MODE Search FORWARD+MODE
8 ADJOINT CODES 3 100% 1% 3 Search ADJOINT+CODES Search ADJOINT+CODES
9 REVERSE MODE 3 29% 2% 9 Search REVERSE+MODE Search REVERSE+MODE
10 SOURCE TRANSFORMATION 2 28% 2% 7 Search SOURCE+TRANSFORMATION Search SOURCE+TRANSFORMATION

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 AUTOMATIC DIFFERENTIATION 15 26% 13% 48
2 REVOLVE 14 100% 2% 7
3 VERTEX ELIMINATION 11 100% 2% 6
4 SPARSE JACOBIAN MATRICES 8 62% 2% 8
5 JACOBIAN MATRICES 7 57% 2% 8
6 SOURCE TRANSFORMATION 6 80% 1% 4
7 VARIATIONAL FORMS 6 80% 1% 4
8 HESSIAN MATRICES 6 53% 2% 8
9 FINITE ELEMENT MATRICES 4 67% 1% 4
10 SPARSE HESSIAN MATRICES 2 32% 2% 6

Journals

Reviews


Title Publ. year Cit. Active
references		 % act. ref.
to same field
What color is your Jacobian? Graph coloring for computing derivatives 2005 61 47 45%
Automating the finite element method 2007 27 25 24%

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 DOIS 2 67% 0.5% 2
2 LUFG INFORMAT 12 2 67% 0.5% 2
3 NUMER OPTIMISAT 2 40% 1.1% 4
4 SOFTWARE TOOLS COMPUTAT ENGN 1 100% 0.5% 2
5 PROJET IDOPT 1 40% 0.5% 2
6 CHAIR MATH ENGN 1 50% 0.3% 1
7 FAK MATH NAT 2 1 50% 0.3% 1
8 MINNESOTA IND MATH 1 50% 0.3% 1
9 NUMER ANAL PLICAT 0 18% 0.5% 2
10 CENT SCI COMP 0 25% 0.3% 1

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000146082 ROTOR FLOWS//CONTINUOUS ADJOINT//DISCRETE ADJOINT
2 0.0000131829 RADIATION DIFFUSION//NEWTON ITERATIVE METHODS//NEWTON KRYLOV METHODS
3 0.0000117257 UNIT MATH INFORMAT//CIRCUIT THEORY MEASUREMENT SCI MAT SCI//FORWARD ACCUMULATION
4 0.0000091172 SENSITIVITY EQUATION METHOD//CODE VERIFICATION//MANUFACTURED SOLUTIONS
5 0.0000085350 SUPRAMOLECULAR CRYSTALLIZATION//PRECIOUS OPAL//NOBLE OPAL
6 0.0000081802 UNCONSTRAINED OPTIMIZATION//GLOBAL CONVERGENCE//SUPERLINEAR CONVERGENCE
7 0.0000077265 INTEGRAL ALGEBRAIC EQUATIONS//MATEMAT LICADA TECNOL INFORMAC//DIFFERENTIAL ALGEBRAIC EQUATION
8 0.0000073729 RELUCTANCE NETWORK RN//ELE OTECH GRENOBLEENSIEG//INDUCTION MOTOR DESIGN
9 0.0000071485 ACYCLIC EDGE COLORING//ACYCLIC COLORING//IMPROPER COLORING
10 0.0000051924 GULF OF KACHCHH//INTERNET ACCESSIBILITY//MANDOVI RIVER