Protecting the Electrical Grid
Fugro Roames engineers use machine learning in Julia to identify network failures and potential failures 100x faster
Optimizing the Electrical Grid
Invenia Technical Computing is scaling up its energy intelligence system using Julia
Energy Trading
AOT Energy uses Julia for options pricing, linear programming and market simulations
Williams Racing Unlocks SciML using JuliaSim
Teams are continually seeking ways to improve performance on and off the track. One key area of focus is the use of simulation to understand the performance of the car and make strategic decisions during races.
Emergency Medical Supplies by Drone
Zipline uses Julia for aircraft simulation to deliver life-saving emergency medical supplies via drone in Africa and worldwide
Auto Crash Simulation
Instron Uses JuliaSim for 500x Faster Design Time, Leading to Faster New Product Design
Pharmaceutical Modeling
United Therapeutics uses JuliaHub to build a computational model of the lung to develop treatments for rare diseases, including diseases affecting the lungs
Predicting Toxicity
AstraZeneca and Prioris.ai researchers use Julia, Flux.jl and Turing.jl to predict toxicity with a Bayesian neural network
Pharmaceutical Development
Pfizer uses Julia to accelerate simulations of new therapies for metabolic diseases up to 175x
Nowcasting GDP
Now-Casting Economics uses Julia to reduce macroeconomic modeling time from weeks to days
Machine Learning
Julia is powering machine learning research and modeling
Energy Analytics and Optimization
PSR uses Julia for energy market simulation, analytics and planning
Financial Modeling
Atteson Research uses Julia for faster, better financial modeling
Mortgage Market Modeling
One of the largest global fund managers is using Julia to model the world’s largest mortgage market
Deep Learning for Medical Diagnosis
Deep learning used to diagnose diabetic retinopathy
Circuitscape
Circuitscape.jl uses electrical circuit theory to model animal, plant and human migration patterns and their response to climate change
Planning Space Missions
The Brazilian National Institute for Space Research (INPE) is the Brazilian government’s research institute for planning space missions
Foreign Exchange Trade Analysis
State Street is using Julia to identify best execution for foreign exchange trading
Nobel Laureate Thomas J. Sargent
Next-generation macroeconomic models require high-performance computing: enter Julia
Optimizing Bus Routes and Times
Optimization in Julia helps Boston schools eliminate up to 200 school buses, save up to $18 million and lets students get more sleep
Macroeconomic Modeling
The Federal Reserve Bank of New York publishes its trademark Dynamic Stochastic General Equilibrium models in Julia
Web-Based Financial Planning App
Timeline uses Julia to provide Web-based financial planning
Decoding Puzzles
High school math teacher uses Julia to solve Silicon Valley cryptography stumper
Modeling Cancer Evolution
UK cancer researchers use Julia to model tumor growth, informing interpretation of cancer genomes
Mapping Global Genetic Diversity
Researchers map global genetic diversity using Julia
Optimizing School Bus Schedules
AlphaRoute uses Julia to help schools eliminate school buses, save money, reduce traffic and emissions and let students get more sleep
3D Printing
Voxel8 is using Julia for 3D printing
Artificial Intelligence for Medical Diagnosis
Contextflow uses Julia to help radiologists prioritize and diagnose difficult cases faster and more accurately
Network Security
Cisco researchers use Julia for machine learning to improve network security
Collateralized Hedge Optimization
IQdigitec uses Julia to rapidly consolidate and optimize the assignment of thousands of financial collateral instruments for multiple non-cleared OTC derivatives and counterparties
Brazilian National Development Bank
The Brazilian National Bank for Economic and Social Development (BNDES) used a mathematical program in Julia to increase the speed of their asset and liabilities modeling by over 10x
Calculating Glacier Ice Thickness
Glaciologists use Julia to calculate ice thickness maps
Milk Output Optimizer (MOO)
Dairy farmers use Julia to optimize milk production
Robot Locomotion
MIT roboticists program robots in Julia to climb stairs and walk on hazardous, difficult and uneven terrain
Parallel Supercomputing for Astronomy
Researchers use Julia on a NERSC supercomputer (650,000 cores) to speed astronomical image analysis 1,000x, catalog 188 million astronomical objects in 15 minutes and achieve peak performance of 1.5 petaflops
Modeling Electricity Demand
Jérôme Collet (EDF) forecasts electric load by combining historic load data from EDF with weather data and calendar data
Augmented Reality Gives Surgeons ‘X-Ray Vision’
Augmedics uses CT scans to give surgeons a 3D image of patient anatomy
Solvency II Compliance
One of Europe’s largest insurers is using Julia for Solvency II compliance
Risk Modeling Solutions
Conning is using Julia in large scale Monte Carlo simulations for insurance risk assessment solutions
Critical Infrastructure Optimization
Los Alamos National Laboratory uses Julia to optimize critical infrastructure to predict and mitigate the impact of extreme events on the delivery of electricity, water, petroleum and natural gas
Precision Medicine
Path BioAnalytics is developing new ways to personalize medical treatment for individual patients
Financial Management
Betterment uses Julia to help clients better manage $29 billion
RNA Sequencing
Researchers use BioJulia to develop a new single-cell RNA sequencing method
Sports and High Frequency Trading
Julia finds its way into statistical computing engines focused on sports betting and high frequency trading
Sports Performance
Racefox uses Julia to provide digital sports coaching
Artificial Intelligence and Machine Learning
LakeTide uses Julia for data science and product development
Safer Skies
The Federal Aviation Administration is using Julia to develop the Next-Generation Airborne Collision Avoidance System
Aladdin Analytics Platform
The world's largest asset manager is using Julia to upgrade its trademark Aladdin analytics platform
Real Time Energy Forecasting
Tangent Works uses Julia to provide a comprehensive analytics solution, eliminating the barrier between prototyping and production
Dev/Test Forensics
Zebrium uses Julia to power the industry’s first Dev/Test Forensics platform