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Julia

swMATH ID: 13986
Software Authors: Bezanson J, Karpinski S, Shah VB, Edelman A
Description: Julia: A fast dynamic language for technical computing. Dynamic languages have become popular for scientific computing. They are generally considered highly productive, but lacking in performance. This paper presents Julia, a new dynamic language for technical computing, designed for performance from the beginning by adapting and extending modern programming language techniques. A design based on generic functions and a rich type system simultaneously enables an expressive programming model and successful type inference, leading to good performance for a wide range of programs. This makes it possible for much of the Julia library to be written in Julia itself, while also incorporating best-of-breed C and Fortran libraries.
Homepage: http://julialang.org/
Related Software: JuMP; GitHub; DifferentialEquations.jl; Gurobi; R; Python; Matlab; NeuralPDE.jl; Ipopt; CPLEX; Optim; ForwardDiff; TensorFlow; Nemo; DLMF; LAPACK; PyTorch; Mosek; NumPy; Hecke
Cited in: 652 Documents
Further Publications: http://julialang.org/publications/
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Cited by 1,428 Authors

23 Bertsimas, Dimitris John
15 Ranocha, Hendrik
9 Vielma, Juan Pablo
8 Lubin, Miles
7 Breiding, Paul
7 Dowson, Oscar
7 Higham, Nicholas J.
7 Olver, Sheehan Shakiban
7 Treister, Eran
6 Boyd, Stephen Poythress
6 de Laat, David
6 Huchette, Joey
6 Orban, Dominique
6 van der Meulen, Frank Henri
5 Gutleb, Timon S.
5 Haber, Eldad
5 Kapelevich, Lea
5 Korolkova, Anna V.
5 Kulyabov, Dmitriĭ Sergeevich
5 Ruthotto, Lars
5 Santos, Luiz-Rafael
5 Schauer, Moritz
5 Slevinsky, Richard Mikaël
4 Anitescu, Mihai
4 Bareilles, Gilles
4 Behling, Roger
4 Bello Cruz, Yunier Y.
4 Dunn, Jack
4 Dunning, Iain
4 Edelman, Alan Stuart
4 Gaudreau, Philippe J.
4 Gevorkyan, Migran N.
4 Iutzeler, Franck
4 Kaluba, Marek
4 Ketcheson, David I.
4 Legat, Benoît
4 Luskin, Mitchell
4 Poirion, Pierre-Louis
4 Prałat, Paweł
4 Safouhi, Hassan
4 Van Parys, Bart P. G.
4 Zhou, Hua
3 Badia, Santiago
3 Baker, Ruth Elizabeth
3 Bauschke, Heinz H.
3 Bello Cruz, Jose Yunier
3 Bermejo, Rodolfo
3 Blåbäck, Johan
3 Borggaard, Jeff T.
3 Carpio, Jaime
3 Carrillo de la Plata, José Antonio
3 Cătinaş, Emil
3 Charkhgard, Hadi
3 Chen, Huajie
3 Coey, Chris
3 Colera, Manuel
3 Dahne, Joel
3 Darve, Eric
3 Domino, Krzysztof
3 Downward, Anthony
3 Dussault, Jean-Pierre
3 Eder, Christian
3 Fairbanks, James P.
3 Fasi, Massimiliano
3 Fung, Samy Wu
3 Garcia, Joaquim Dias
3 Glatt-Holtz, Nathan E.
3 Gugushvili, Shota
3 Heiner, Matthew
3 Hénot, Olivier
3 Jarlebring, Elias
3 Kaminski, Bogumil
3 Kochenderfer, Mykel J.
3 Kottas, Athanasios
3 Krometis, Justin A.
3 Lessard, Jean-Philippe
3 Liberti, Leo
3 Maclaren, Oliver J.
3 Malick, Jérôme
3 Mei, Gang
3 Mišić, Velibor V.
3 Montoison, Alexis
3 Ng, Yeesian
3 Nowak, Piotr W.
3 Ortner, Christoph
3 Oruç, Ömer
3 Patterson, Evan
3 Pauphilet, Jean
3 Sagastizábal, Claudia A.
3 Silva, Marco A. N.
3 Simpson, Matthew J.
3 Spreij, Peter
3 Stuber, Matthew D.
3 Townsend, Alex
3 Verdugo, Francesc
3 Wang, Shawn Xianfu
3 Wilhelm, Matthew E.
3 Zavala, Victor M.
2 af Klinteberg, Ludvig
2 Agostini, Daniele
...and 1,328 more Authors
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Cited in 216 Serials

33 Journal of Computational Physics
21 SIAM Journal on Scientific Computing
19 Computer Methods in Applied Mechanics and Engineering
19 European Journal of Operational Research
17 INFORMS Journal on Computing
15 Computer Physics Communications
12 SIAM Journal on Matrix Analysis and Applications
12 Mathematical Programming Computation
11 Numerical Algorithms
11 SIAM Journal on Optimization
11 Computational Optimization and Applications
9 Operations Research
9 Journal of Scientific Computing
9 Mathematical Programming. Series A. Series B
9 Journal of High Energy Physics
8 Computers & Operations Research
6 Journal of Computational and Applied Mathematics
6 Journal of Optimization Theory and Applications
6 Machine Learning
6 Linear Algebra and its Applications
6 Statistics and Computing
6 Journal of Theoretical Biology
5 Mathematics of Computation
5 Automatica
5 Journal of the American Statistical Association
5 SIAM Journal on Numerical Analysis
5 Operations Research Letters
5 Statistical Science
5 Journal of Statistical Computation and Simulation
5 SIAM Review
5 Optimization Methods & Software
5 Optimization and Engineering
5 Journal of Physics A: Mathematical and Theoretical
4 Computers & Mathematics with Applications
4 Physica A
4 BIT
4 Programming and Computer Software
4 Journal of Symbolic Computation
4 Journal of Economic Dynamics & Control
4 Annals of Operations Research
4 Journal of Global Optimization
4 International Transactions in Operational Research
4 Communications in Nonlinear Science and Numerical Simulation
4 SIAM Journal on Applied Dynamical Systems
4 Computational Management Science
4 Optimization Letters
4 Electronic Journal of Statistics
4 The Annals of Applied Statistics
4 Journal of Computational and Graphical Statistics
3 Discrete Applied Mathematics
3 Inverse Problems
3 Journal of Mathematical Physics
3 Bulletin of Mathematical Biology
3 Applied Mathematics and Computation
3 Calcolo
3 International Journal for Numerical Methods in Engineering
3 Computational Mechanics
3 Applied Mathematical Modelling
3 Journal of Mathematical Imaging and Vision
3 Applied and Computational Harmonic Analysis
3 Chaos
3 Brazilian Journal of Probability and Statistics
3 Journal of Machine Learning Research (JMLR)
3 Multiscale Modeling & Simulation
3 The Journal of Software for Algebra and Geometry
3 Bayesian Analysis
3 SIAM/ASA Journal on Uncertainty Quantification
3 Other Titles in Applied Mathematics
3 Communications on Applied Mathematics and Computation
3 INFOR: Information Systems and Operational Research
2 Acta Mechanica
2 Archive for Rational Mechanics and Analysis
2 Classical and Quantum Gravity
2 Journal of Engineering Mathematics
2 Journal of Mathematical Biology
2 Psychometrika
2 Chaos, Solitons and Fractals
2 ACM Transactions on Mathematical Software
2 Numerische Mathematik
2 Topology and its Applications
2 Physica D
2 Neural Networks
2 The Annals of Applied Probability
2 Advances in Applied Clifford Algebras
2 ETNA. Electronic Transactions on Numerical Analysis
2 Advances in Computational Mathematics
2 Nonlinear Dynamics
2 Vietnam Journal of Mathematics
2 Mathematics in Computer Science
2 Communications in Computational Physics
2 Foundations and Trends in Machine Learning
2 Journal of Agricultural, Biological, and Environmental Statistics
2 Numerical Algebra, Control and Optimization
2 SIAM Journal on Applied Algebra and Geometry
1 Advances in Applied Probability
1 The American Statistician
1 Artificial Intelligence
1 Bulletin of the Australian Mathematical Society
1 Computers and Fluids
1 Communications in Mathematical Physics
...and 116 more Serials
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Cited in 57 Fields

237 Numerical analysis (65-XX)
193 Operations research, mathematical programming (90-XX)
99 Statistics (62-XX)
80 Computer science (68-XX)
60 Partial differential equations (35-XX)
38 Probability theory and stochastic processes (60-XX)
35 Fluid mechanics (76-XX)
35 Biology and other natural sciences (92-XX)
33 Mechanics of deformable solids (74-XX)
32 Linear and multilinear algebra; matrix theory (15-XX)
30 Calculus of variations and optimal control; optimization (49-XX)
29 Quantum theory (81-XX)
25 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
23 Statistical mechanics, structure of matter (82-XX)
22 Algebraic geometry (14-XX)
17 Dynamical systems and ergodic theory (37-XX)
16 Combinatorics (05-XX)
15 Ordinary differential equations (34-XX)
14 Systems theory; control (93-XX)
13 Information and communication theory, circuits (94-XX)
11 Mechanics of particles and systems (70-XX)
9 Commutative algebra (13-XX)
9 Group theory and generalizations (20-XX)
9 Optics, electromagnetic theory (78-XX)
8 Convex and discrete geometry (52-XX)
7 Number theory (11-XX)
7 Operator theory (47-XX)
6 Relativity and gravitational theory (83-XX)
5 Approximations and expansions (41-XX)
5 Differential geometry (53-XX)
4 Real functions (26-XX)
4 Integral equations (45-XX)
4 Geophysics (86-XX)
3 General and overarching topics; collections (00-XX)
3 Associative rings and algebras (16-XX)
3 Category theory; homological algebra (18-XX)
3 Topological groups, Lie groups (22-XX)
3 Functions of a complex variable (30-XX)
3 Harmonic analysis on Euclidean spaces (42-XX)
3 Geometry (51-XX)
3 Classical thermodynamics, heat transfer (80-XX)
2 Field theory and polynomials (12-XX)
2 Measure and integration (28-XX)
2 Special functions (33-XX)
2 Algebraic topology (55-XX)
2 Manifolds and cell complexes (57-XX)
2 Mathematics education (97-XX)
1 History and biography (01-XX)
1 Mathematical logic and foundations (03-XX)
1 Nonassociative rings and algebras (17-XX)
1 Several complex variables and analytic spaces (32-XX)
1 Difference and functional equations (39-XX)
1 Sequences, series, summability (40-XX)
1 Functional analysis (46-XX)
1 General topology (54-XX)
1 Global analysis, analysis on manifolds (58-XX)
1 Astronomy and astrophysics (85-XX)

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