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Julia: dynamism and performance reconciled by design

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/spe.2291openalex-snapshot
Design and implementation of an efficient hybrid dynamic and static typing language
inferredcites →https://doi.org/10.1007/3-540-47891-4_15openalex-snapshot
The Common Lisp Object System: An Overview
inferredcites →https://doi.org/10.1007/978-0-387-09766-4openalex-snapshot
Encyclopedia of Parallel Computing
inferredcites →https://doi.org/10.1007/978-3-540-73589-2_2openalex-snapshot
Gradual Typing for Objects
inferredcites →https://doi.org/10.1007/978-3-642-11970-5_4openalex-snapshot
Optimizing Matlab through Just-In-Time Specialization
inferredcites →https://doi.org/10.1007/978-3-642-11970-5_5openalex-snapshot
RATA: Rapid Atomic Type Analysis by Abstract Interpretation – Application to JavaScript Optimization
inferredcites →https://doi.org/10.1016/0950-5849(92)90151-eopenalex-snapshot
Topics in advanced language implementation
inferredcites →https://doi.org/10.1109/lics.2002.1029823openalex-snapshot
Semantic subtyping
inferredcites →https://doi.org/10.1137/141000671openalex-snapshot
Julia: A Fresh Approach to Numerical Computing
inferredcites →https://doi.org/10.1145/1094811.1094852openalex-snapshot
X10
inferredcites →https://doi.org/10.1145/1103845.1094852openalex-snapshot
X10
inferredcites →https://doi.org/10.1145/1176617.1176755openalex-snapshot
Interlanguage migration
inferredcites →https://doi.org/10.1145/1328438.1328486openalex-snapshot
The design and implementation of typed scheme
inferredcites →https://doi.org/10.1145/1449764.1449808openalex-snapshot
Multiple dispatch in practice
inferredcites →https://doi.org/10.1145/1639949.1640098openalex-snapshot
Thorn
inferredcites →https://doi.org/10.1145/1639950.1640016openalex-snapshot
Thorn
inferredcites →https://doi.org/10.1145/1640089.1640098openalex-snapshot
Thorn
inferredcites →https://doi.org/10.1145/165180.165188openalex-snapshot
Type inclusion constraints and type inference
inferredcites →https://doi.org/10.1145/178243.178478openalex-snapshot
Optimizing dynamically-dispatched calls with run-time type feedback
inferredcites →https://doi.org/10.1145/182590.182485openalex-snapshot
A practical soft type system for Scheme
inferredcites →https://doi.org/10.1145/2048066.2048140openalex-snapshot
Type checking modular multiple dispatch with parametric polymorphism and multiple inheritance
inferredcites →https://doi.org/10.1145/2254064.2254094openalex-snapshot
Fast and precise hybrid type inference for JavaScript
inferredcites →https://doi.org/10.1145/2370816.2370825openalex-snapshot
Riposte
inferredcites →https://doi.org/10.1145/239912.239917openalex-snapshot
A practical soft type system for scheme
inferredcites →https://doi.org/10.1145/2509578.2509581openalex-snapshot
One VM to rule them all
inferredcites →https://doi.org/10.1145/2576195.2576205openalex-snapshot
A fast abstract syntax tree interpreter for R
inferredcites →https://doi.org/10.1145/286936.286979openalex-snapshot
Contraint-based polymorphism in Cecil
inferredcites →https://doi.org/10.1145/28697.28700openalex-snapshot
CommonLoops: merging Lisp and object-oriented programming
inferredcites →https://doi.org/10.1145/3133872openalex-snapshot
Fast and precise type checking for JavaScript
inferredcites →https://doi.org/10.1145/316686.316693openalex-snapshot
Techniques for the translation of MATLAB programs into Fortran 90
inferredcites →https://doi.org/10.1145/3276483openalex-snapshot
Julia subtyping: a rational reconstruction
inferredcites →https://doi.org/10.1145/773473.178478openalex-snapshot
Optimizing dynamically-dispatched calls with run-time type feedback
inferredcites →https://doi.org/10.1184/r1/6604622openalex-snapshot
Data-flow analysis and type recovery in Scheme
inferredcites →https://doi.org/10.1287/ijoc.2014.0623openalex-snapshot
Computing in Operations Research Using Julia
inferredcites →https://doi.org/10.32614/r.manualsopenalex-snapshot
R: A Language and Environment for Statistical Computing
inferredcites →https://doi.org/10.4230/lipics.ecoop.2017.4openalex-snapshot
Julia: A Fast Dynamic Language for Technical Computing

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1002/cpe.70843openalex-snapshot
Multicluster Computing Systems With Julia
inferred← citeshttps://doi.org/10.1002/jcc.27075openalex-snapshot
Machine‐learning assisted scheduling optimization and its application in quantum chemical calculations
inferred← citeshttps://doi.org/10.1007/978-3-031-62922-8_12openalex-snapshot
Experiences Using Julia for Implementing Multi-objective Evolutionary Algorithms
inferred← citeshttps://doi.org/10.1007/978-3-031-75107-3_12openalex-snapshot
RailCabs and Birds in Julia
inferred← citeshttps://doi.org/10.1007/s00521-021-06235-9openalex-snapshot
Transform-based graph topology similarity metrics
inferred← citeshttps://doi.org/10.1007/s10009-025-00833-xopenalex-snapshot
Design patterns for swarms engineered with context-role-oriented modeling
inferred← citeshttps://doi.org/10.1007/s10664-023-10328-5openalex-snapshot
Come for syntax, stay for speed, understand defects: an empirical study of defects in Julia programs
inferred← citeshttps://doi.org/10.1007/s10664-024-10606-wopenalex-snapshot
Come for syntax, stay for speed, write secure code: an empirical study of security weaknesses in Julia programs
inferred← citeshttps://doi.org/10.1007/s11075-026-02370-3openalex-snapshot
SIMD-vectorized implicit symplectic integrators can outperform explicit symplectic ones
inferred← citeshttps://doi.org/10.1007/s41781-023-00104-xopenalex-snapshot
Potential of the Julia Programming Language for High Energy Physics Computing
inferred← citeshttps://doi.org/10.1016/j.advengsoft.2019.02.002openalex-snapshot
Rapid software prototyping for heterogeneous and distributed platforms
inferred← citeshttps://doi.org/10.1016/j.advengsoft.2019.03.009openalex-snapshot
Confederated modular differential equation APIs for accelerated algorithm development and benchmarking
inferred← citeshttps://doi.org/10.1016/j.cad.2022.103436openalex-snapshot
Finite Algebras for Solid Modeling using Julia’s Sparse Arrays
inferred← citeshttps://doi.org/10.1016/j.cpc.2021.108086openalex-snapshot
Angular coefficients for symmetry-adapted configuration states in jj-coupling
inferred← citeshttps://doi.org/10.1016/j.cpc.2026.110106openalex-snapshot
CrystalNets: A web app for topology determination of crystalline structures
inferred← citeshttps://doi.org/10.1016/j.jare.2023.11.015openalex-snapshot
A next-generation dynamic programming language Julia: Its features and applications in biological science
inferred← citeshttps://doi.org/10.1016/j.micpro.2025.105144openalex-snapshot
A real-time interception system for compromised frequency-hopping signal eavesdropping
inferred← citeshttps://doi.org/10.1016/j.sste.2021.100410openalex-snapshot
Inference of latent event times and transmission networks in individual level infectious disease models
inferred← citeshttps://doi.org/10.1021/acs.jctc.3c00011openalex-snapshot
Basis Set Generation and Optimization in the NISQ Era with Quiqbox.jl
inferred← citeshttps://doi.org/10.1021/acs.jctc.5c01483openalex-snapshot
WaveMixings.jl: a Julia package for performing on-the-fly time-resolved nonlinear electronic spectra from quasi-classical trajectories
inferred← citeshttps://doi.org/10.1021/acs.jpcb.9b06263openalex-snapshot
Reliability of Poisson–Nernst–Planck Anomalous Models for Impedance Spectroscopy
inferred← citeshttps://doi.org/10.1051/epjconf/202429505008openalex-snapshot
Is Julia ready to be adopted by HEP?
inferred← citeshttps://doi.org/10.1051/epjconf/202429505017openalex-snapshot
Polyglot Jet Finding
inferred← citeshttps://doi.org/10.1051/epjconf/202533701036openalex-snapshot
Comparative efficiency of HEP codes across languages and architectures
inferred← citeshttps://doi.org/10.1051/epjconf/202533701067openalex-snapshot
Fast Jet Finding in Julia
inferred← citeshttps://doi.org/10.1051/epjconf/202533701266openalex-snapshot
Julia in HEP
inferred← citeshttps://doi.org/10.1063/5.0089436openalex-snapshot
NQCDynamics.jl: A Julia package for nonadiabatic quantum classical molecular dynamics in the condensed phase
inferred← citeshttps://doi.org/10.1093/sysbio/syag041openalex-snapshot
Phylogenomic Challenges in Polyploid-Rich Lineages: Insights from Paralog Processing and Reticulation Methods Using the Complex Genus Packera (Asteraceae: Senecioneae)
inferred← citeshttps://doi.org/10.1098/rspb.2026.0912openalex-snapshot
From dilution effect to dilution landscapes: effects of natural vegetation cover and fragmentation on host–parasite eco-evolutionary dynamics
inferred← citeshttps://doi.org/10.1103/physreva.104.033105openalex-snapshot
Role of L -shell single and double core-hole production and decay in m -fold ( 1≤m≤6 ) photoionization of the Ar+ ion
inferred← citeshttps://doi.org/10.1103/physreva.111.053113openalex-snapshot
Photoionization dynamics in intense few-cycle twisted laser pulses
inferred← citeshttps://doi.org/10.1109/csce60160.2023.00132openalex-snapshot
An Examination into SQUANCH and its Conversion to Julia
inferred← citeshttps://doi.org/10.1109/iccps48487.2020.00035openalex-snapshot
SCRaM – State-Consistent Replication Management for Networked Control Systems
inferred← citeshttps://doi.org/10.1109/icpads56603.2022.00109openalex-snapshot
Automatic Operator Performance Tumng in a Machine Learning System on Edge
inferred← citeshttps://doi.org/10.1109/les.2021.3054174openalex-snapshot
AbstractSDRs: Bring Down the Two-Language Barrier With Julia Language for Efficient SDR Prototyping
inferred← citeshttps://doi.org/10.1109/seams66627.2025.00017openalex-snapshot
Context-Role Oriented Programming in Julia: Advancing Swarm Programming
inferred← citeshttps://doi.org/10.1111/gcb.16557openalex-snapshot
Mechanistic forecasts of species responses to climate change: The promise of biophysical ecology
inferred← citeshttps://doi.org/10.1111/geb.13834openalex-snapshot
Microclimate, an important part of ecology and biogeography
inferred← citeshttps://doi.org/10.1134/s0361768821020079openalex-snapshot
Computer Algebra in JULIA
inferred← citeshttps://doi.org/10.1140/epja/s10050-025-01535-3openalex-snapshot
Atomic input for modeling ionic mixtures in astrophysical plasma
inferred← citeshttps://doi.org/10.1140/epjd/s10053-024-00865-zopenalex-snapshot
Merits of atomic cascade computations
inferred← citeshttps://doi.org/10.1145/3359619.3359744openalex-snapshot
R melts brains: an IR for first-class environments and lazy effectful arguments
inferred← citeshttps://doi.org/10.1145/3368826.3377913openalex-snapshot
The design and implementation of the wolfram language compiler
inferred← citeshttps://doi.org/10.1145/3394277.3401836openalex-snapshot
Automatic Generation of Efficient Linear Algebra Programs
inferred← citeshttps://doi.org/10.1145/3428249openalex-snapshot
Designing types for R, empirically
inferred← citeshttps://doi.org/10.1145/3428275openalex-snapshot
World age in Julia: optimizing method dispatch in the presence of eval
inferred← citeshttps://doi.org/10.1145/3428288openalex-snapshot
Contextual dispatch for function specialization
inferred← citeshttps://doi.org/10.1145/3446632openalex-snapshot
Linnea
inferred← citeshttps://doi.org/10.1145/3476883.3520205openalex-snapshot
What questions do developers ask about Julia?
inferred← citeshttps://doi.org/10.1145/3485502openalex-snapshot
What we eval in the shadows: a large-scale study of eval in R programs
inferred← citeshttps://doi.org/10.1145/3485527openalex-snapshot
Type stability in Julia: avoiding performance pathologies in JIT compilation
inferred← citeshttps://doi.org/10.1145/3545008.3545072openalex-snapshot
FLOPs as a Discriminant for Dense Linear Algebra Algorithms
inferred← citeshttps://doi.org/10.1145/3623507openalex-snapshot
Proceedings of the 15th ACM SIGPLAN International Workshop on Virtual Machines and Intermediate Languages
inferred← citeshttps://doi.org/10.1145/3623507.3623556openalex-snapshot
Approximating Type Stability in the Julia JIT (Work in Progress)
inferred← citeshttps://doi.org/10.1145/3656421openalex-snapshot
Decidable Subtyping of Existential Types for Julia
inferred← citeshttps://doi.org/10.1145/3689492.3689814openalex-snapshot
Use Site Checking Considered Harmful
inferred← citeshttps://doi.org/10.1145/3705593openalex-snapshot
Formal Verification of Just-in-Time Compilation
inferred← citeshttps://doi.org/10.1145/3705593.3705594openalex-snapshot
Preface
inferred← citeshttps://doi.org/10.1145/3705593.3705595openalex-snapshot
Introduction
inferred← citeshttps://doi.org/10.1145/3705593.3705596openalex-snapshot
Background on Just-in-Time Compilation
inferred← citeshttps://doi.org/10.1145/3705593.3705597openalex-snapshot
Background on the CompCert Compiler
inferred← citeshttps://doi.org/10.1145/3705593.3705598openalex-snapshot
Designing Formally Verified JITs
inferred← citeshttps://doi.org/10.1145/3705593.3705599openalex-snapshot
Formally Verified Speculative Optimizations
inferred← citeshttps://doi.org/10.1145/3705593.3705600openalex-snapshot
Formal Verification of Impure Coq JITs
inferred← citeshttps://doi.org/10.1145/3705593.3705601openalex-snapshot
Formal Verification of a JIT Backend Compiler
inferred← citeshttps://doi.org/10.1145/3705593.3705602openalex-snapshot
Assessment
inferred← citeshttps://doi.org/10.1145/3705593.3705603openalex-snapshot
Conclusion
inferred← citeshttps://doi.org/10.1145/3705593.3705604openalex-snapshot
Relating the Developments to the Book
inferred← citeshttps://doi.org/10.1145/3705593.3705605openalex-snapshot
Bibliography
inferred← citeshttps://doi.org/10.1145/3705593.3705606openalex-snapshot
Authors’ Biography/Index
inferred← citeshttps://doi.org/10.1145/3735950.3735957openalex-snapshot
Reconsidering Garbage Collection in Julia: A Practitioner Report
inferred← citeshttps://doi.org/10.1145/3768617.3770735openalex-snapshot
Control-flow Aware MLIR Tracing
inferred← citeshttps://doi.org/10.1145/3811921openalex-snapshot
A Typed Intermediate Representation for Dynamic Languages
inferred← citeshttps://doi.org/10.1162/imag.a.88openalex-snapshot
Increasing spectral DCM flexibility and speed by leveraging Julia’s ModelingToolkit and automated differentiation
inferred← citeshttps://doi.org/10.17760/d20467207openalex-snapshot
Just in time: assumptions and speculations
inferred← citeshttps://doi.org/10.17760/d20531813openalex-snapshot
A type system for Julia
inferred← citeshttps://doi.org/10.17760/d20581904openalex-snapshot
Decidable subtyping of existential types for the Julia language
inferred← citeshttps://doi.org/10.17760/d20618641openalex-snapshot
Type stability in Julia: a simple and efficient optimization technique
inferred← citeshttps://doi.org/10.1785/0220190295openalex-snapshot
SeisIO: A Fast, Efficient Geophysical Data Architecture for the Julia Language
inferred← citeshttps://doi.org/10.18637/jss.v104.i04openalex-snapshot
Pathogen.jl: Infectious Disease Transmission Network Modeling with Julia
inferred← citeshttps://doi.org/10.21105/joss.04457openalex-snapshot
Comrade: Composable Modeling of Radio Emission
inferred← citeshttps://doi.org/10.21105/joss.07734openalex-snapshot
NeuroAnalyzer: Julia toolbox for analyzing neurophysiological data
inferred← citeshttps://doi.org/10.21468/scipostchem.1.2.005openalex-snapshot
CrystalNets.jl: Identification of Crystal Topologies
inferred← citeshttps://doi.org/10.22152/programming-journal.org/2024/8/4openalex-snapshot
The Design Principles of the Elixir Type System
inferred← citeshttps://doi.org/10.22363/2658-4670-2023-31-1-5-26openalex-snapshot
Julia language features for processing statistical data
inferred← citeshttps://doi.org/10.23919/ursigass51995.2021.9560539openalex-snapshot
High-Performance Radio Telescope Array Data Processing Framework
inferred← citeshttps://doi.org/10.2514/6.2026-2767openalex-snapshot
Julia Programming for Real-Time Flight Control on Embedded Platforms
inferred← citeshttps://doi.org/10.26508/lsa.202201382openalex-snapshot
Improving the computation efficiency of polygenic risk score modeling: faster in Julia
inferred← citeshttps://doi.org/10.26650/1714210openalex-snapshot
Classical MCDM Methods and Their Operators on Grey Numbers Through Operator Overloading
inferred← citeshttps://doi.org/10.26650/acin.1714210openalex-snapshot
Classical MCDM Methods and Their Operators on Grey Numbers Through Operator Overloading
inferred← citeshttps://doi.org/10.32517/2221-1993-2023-22-6-18-30openalex-snapshot
Three etudes on compiling, or How to use the Julia language to study generated machine code
inferred← citeshttps://doi.org/10.3390/atoms10010007openalex-snapshot
Level Structure and Properties of Open f-Shell Elements
inferred← citeshttps://doi.org/10.3390/atoms10020037openalex-snapshot
Photon Emission from Hollow Ions Near Surfaces
inferred← citeshttps://doi.org/10.3390/atoms10030070openalex-snapshot
Strong-Field Ionization Amplitudes for Atomic Many-Electron Targets
inferred← citeshttps://doi.org/10.3390/atoms10040127openalex-snapshot
Application of Symmetry-Adapted Atomic Amplitudes
inferred← citeshttps://doi.org/10.3390/atoms11030050openalex-snapshot
Radiative Recombination Plasma Rate Coefficients for Multiply Charged Ions
inferred← citeshttps://doi.org/10.3390/atoms13090077openalex-snapshot
Simulated Photoabsorption Spectra for Singly and Multiply Charged Ions
inferred← citeshttps://doi.org/10.3390/land10030301openalex-snapshot
Circuitscape in Julia: Empowering Dynamic Approaches to Connectivity Assessment
inferred← citeshttps://doi.org/10.3390/math8111898openalex-snapshot
Extending Fuzzy Cognitive Maps with Tensor-Based Distance Metrics
inferred← citeshttps://doi.org/10.3390/molecules26092660openalex-snapshot
Approximate Atomic Green Functions
inferred← citeshttps://doi.org/10.3390/plasma7010008openalex-snapshot
Rapid Access to Empirical Impact Ionization Cross Sections for Atoms and Ions across the Periodic Table
inferred← citeshttps://doi.org/10.3390/sym13030520openalex-snapshot
Atomic Cascade Computations
inferred← citeshttps://doi.org/10.3847/1538-4357/ae2749openalex-snapshot
Hierarchical Interferometric Bayesian Imaging
inferred← citeshttps://doi.org/10.48550/arxiv.1912.12924openalex-snapshot
Linnea: Automatic Generation of Efficient Linear Algebra Programs
inferred← citeshttps://doi.org/10.48550/arxiv.2002.05850openalex-snapshot
Pathogen.jl: Infectious Disease Transmission Network Modelling with Julia
inferred← citeshttps://doi.org/10.48550/arxiv.2010.07516openalex-snapshot
World Age in Julia: Optimizing Method Dispatch in the Presence of Eval (Extended Version)
inferred← citeshttps://doi.org/10.48550/arxiv.2109.14072openalex-snapshot
A Look at Communication-Intensive Performance in Julia
inferred← citeshttps://doi.org/10.48550/arxiv.2309.17309openalex-snapshot
Polyglot Jet Finding
inferred← citeshttps://doi.org/10.5194/gmd-15-6259-2022openalex-snapshot
Large-eddy simulations with ClimateMachine v0.2.0: a new open-source code for atmospheric simulations on GPUs and CPUs
inferred← citeshttps://doi.org/10.5194/gmd-2021-335-rc2openalex-snapshot
Comment on gmd-2021-335
inferred← citeshttps://doi.org/10.5753/sblp.2024.3470openalex-snapshot
Cloud-based parallel computing across multiple clusters in Julia
inferred← citeshttps://doi.org/10.5753/sblp.2024.3689openalex-snapshot
The expression problem in platform-aware programming
inferred← citeshttps://doi.org/10.5753/sscad.2024.244307openalex-snapshot
Towards multicluster computations with Julia
inferred← citeshttps://doi.org/10.70675/a4c62786z4826z4399z97b9z921b90e91defopenalex-snapshot
Phenotypic and demographic responses to climate and resources variation in a hibernating rodent, the Columbian ground squirrel
inferred← citeshttps://doi.org/10.70675/a6a1f1a0z0203z4acdz80aeze4c37ae1d153openalex-snapshot
Techniques avancées de génération de code pour la performance
inferred← citeshttps://doi.org/10.70675/bfb1bf73z45cez4651z9900z881984e8c420openalex-snapshot
Formal Verification of Just-in-Time Compilation
inferred← citeshttps://doi.org/10.7287/peerj.13043v0.1/reviews/1openalex-snapshot
Peer Review #1 of "Rapid parameter estimation for selective inversion recovery myelin imaging using an open-source Julia toolkit (v0.1)"
inferred← citeshttps://doi.org/10.7287/peerj.13043v0.1/reviews/2openalex-snapshot
Peer Review #2 of "Rapid parameter estimation for selective inversion recovery myelin imaging using an open-source Julia toolkit (v0.1)"
inferred← citeshttps://doi.org/10.7287/peerj.13043v0.2/reviews/1openalex-snapshot
Peer Review #1 of "Rapid parameter estimation for selective inversion recovery myelin imaging using an open-source Julia toolkit (v0.2)"
inferred← citeshttps://doi.org/10.7287/peerj.13043v0.3/reviews/1openalex-snapshot
Peer Review #1 of "Rapid parameter estimation for selective inversion recovery myelin imaging using an open-source Julia toolkit (v0.3)"
inferred← citeshttps://doi.org/10.7717/peerj.13043openalex-snapshot
Rapid parameter estimation for selective inversion recovery myelin imaging using an open-source Julia toolkit
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