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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: GitHub; JuMP; DifferentialEquations.jl; R; Gurobi; Python; Matlab; CPLEX; NeuralPDE.jl; Ipopt; ForwardDiff; Optim; Matplotlib; Nemo; Hecke; TensorFlow; Mosek; SCS; LAPACK; PyTorch
Referenced in: 409 Publications
Further Publications: http://julialang.org/publications/
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Referenced by 892 Authors

21 Bertsimas, Dimitris John
11 Ranocha, Hendrik
7 Lubin, Miles
6 de Laat, David
6 Olver, Sheehan Shakiban
5 Boyd, Stephen Poythress
5 Dowson, Oscar
5 Higham, Nicholas J.
5 Korolkova, Anna V.
5 Kulyabov, Dmitry S.
5 Orban, Dominique
5 Ruthotto, Lars
5 Slevinsky, Richard Mikaël
4 Anitescu, Mihai
4 Dunning, Iain
4 Gaudreau, Philippe J.
4 Gevorkyan, Migran N.
4 Kochenderfer, Mykel J.
4 Luskin, Mitchell
4 Safouhi, Hassan
4 Santos, Luiz-Rafael
4 Treister, Eran
4 van der Meulen, Frank Henri
4 Vielma, Juan Pablo
3 Behling, Roger
3 Bello Cruz, Jose Yunier
3 Bermejo, Rodolfo
3 Breiding, Paul
3 Carpio, Jaime
3 Colera, Manuel
3 Domino, Krzysztof
3 Dunn, Jack
3 Fung, Samy Wu
3 Gutleb, Timon S.
3 Heitzinger, Clemens
3 Huchette, Joey
3 Jarlebring, Elias
3 Kaluba, Marek
3 Kapelevich, Lea
3 Ketcheson, David I.
3 Legat, Benoît
3 Mei, Gang
3 Mišić, Velibor V.
3 Ng, Yeesian
3 Nowak, Piotr W.
3 Oruç, Ömer
3 Pauphilet, Jean
3 Poirion, Pierre-Louis
3 Prałat, Paweł
3 Schauer, Moritz
3 Townsend, Alex
3 Van Parys, Bart P. G.
3 Zhou, Hua
2 Agostini, Daniele
2 Alizadeh, Morad
2 Andrade, Tomás
2 Baker, Ruth Elizabeth
2 Bareilles, Gilles
2 Becher, Simon
2 Berk, Lauren
2 Biegler, Lorenz T.
2 Blåbäck, Johan
2 Borggaard, Jeff T.
2 Bornemann, Folkmar A.
2 Boroomand, Bijan
2 Breuer, Thomas
2 Buenzli, Pascal R.
2 Calandra, Henri
2 Cătinaş, Emil
2 Cazeaux, Paul
2 Charkhgard, Hadi
2 Chirre, Andrés
2 Cordeiro, Gauss Moutinho
2 Dahne, Joel
2 Darve, Eric
2 Demidova, Anastasiya V.
2 Diniz Marinho, Pedro Rafael
2 Douven, Igor
2 Downward, Anthony
2 Dussault, Jean-Pierre
2 Edelman, Alan Stuart
2 Ekre, Fredrik
2 Ekstrom, Sven-Erik
2 Emparan, Roberto
2 Erickson, Brittany A.
2 Fasi, Massimiliano
2 Fieker, Claus
2 Fuhrmann, Jürgen
2 Garcia, Joaquim Dias
2 Gassner, Gregor J.
2 Gaudeul, Benoît
2 Gawron, Piotr
2 Glatt-Holtz, Nathan E.
2 Gratton, Serge
2 Gribling, Sander
2 Haber, Eldad
2 Heiner, Matthew
2 Héthelyi, László
2 Hicken, Jason E.
2 Hijazi, Hassan
...and 792 more Authors
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Referenced in 158 Serials

22 Journal of Computational Physics
14 Computer Methods in Applied Mechanics and Engineering
14 European Journal of Operational Research
14 SIAM Journal on Scientific Computing
14 INFORMS Journal on Computing
8 Operations Research
8 SIAM Journal on Matrix Analysis and Applications
8 SIAM Journal on Optimization
8 Mathematical Programming Computation
7 Journal of Scientific Computing
7 Computational Optimization and Applications
6 Numerical Algorithms
5 Computers & Operations Research
5 Machine Learning
5 Journal of Statistical Computation and Simulation
4 Physica A
4 Mathematics of Computation
4 Journal of Optimization Theory and Applications
4 SIAM Journal on Numerical Analysis
4 Operations Research Letters
4 Optimization Methods & Software
4 The Annals of Applied Statistics
4 Journal of Computational and Graphical Statistics
4 Journal of Theoretical Biology
3 Computers & Mathematics with Applications
3 Discrete Applied Mathematics
3 Journal of Mathematical Physics
3 Applied Mathematics and Computation
3 Journal of Computational and Applied Mathematics
3 Programming and Computer Software
3 Journal of Economic Dynamics & Control
3 Annals of Operations Research
3 Linear Algebra and its Applications
3 SIAM Review
3 Mathematical Programming. Series A. Series B
3 Journal of Mathematical Imaging and Vision
3 Applied and Computational Harmonic Analysis
3 Chaos
3 Communications in Nonlinear Science and Numerical Simulation
3 Journal of High Energy Physics
3 Optimization and Engineering
3 Brazilian Journal of Probability and Statistics
3 Journal of Machine Learning Research (JMLR)
3 Multiscale Modeling & Simulation
3 Optimization Letters
3 Electronic Journal of Statistics
3 Statistics and Computing
3 SIAM/ASA Journal on Uncertainty Quantification
2 Artificial Intelligence
2 Bulletin of Mathematical Biology
2 ACM Transactions on Mathematical Software
2 Automatica
2 BIT
2 Journal of the American Statistical Association
2 Numerische Mathematik
2 Journal of Symbolic Computation
2 Statistical Science
2 The Annals of Applied Probability
2 Journal of Global Optimization
2 Applied Mathematical Modelling
2 Advances in Applied Clifford Algebras
2 ETNA. Electronic Transactions on Numerical Analysis
2 The Journal of Artificial Intelligence Research (JAIR)
2 Vietnam Journal of Mathematics
2 SIAM Journal on Applied Dynamical Systems
2 Computational Management Science
2 Mathematics in Computer Science
2 Communications in Computational Physics
2 Communications on Applied Mathematics and Computation
1 Acta Mechanica
1 Advances in Applied Probability
1 Archive for Rational Mechanics and Analysis
1 Computers and Fluids
1 Communications in Mathematical Physics
1 Computer Physics Communications
1 IMA Journal of Numerical Analysis
1 Inverse Problems
1 Journal of Engineering Mathematics
1 Physics Letters. A
1 Psychometrika
1 Chaos, Solitons and Fractals
1 Advances in Mathematics
1 Journal of Algebra
1 Journal of Approximation Theory
1 Journal of Mathematical Psychology
1 Mathematische Annalen
1 Mathematics of Operations Research
1 Proceedings of the American Mathematical Society
1 SIAM Journal on Control and Optimization
1 Transactions of the American Mathematical Society
1 Topology and its Applications
1 European Journal of Combinatorics
1 Computer Aided Geometric Design
1 Physica D
1 Optimization
1 Computational Mechanics
1 International Journal of Approximate Reasoning
1 SIAM Journal on Discrete Mathematics
1 Neural Networks
1 Annals of Physics
...and 58 more Serials
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Referenced in 52 Fields

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

Referencing Publications by Year