United Therapeutics is a biotech company that develops treatments for rare diseases, including...
Julia for Pharmaceuticals
Julia products help pharma companies with end-to-end drug development, pharmacometrics, quantitative systems pharmacology (QSP) and more. Julia pharma products provide productivity gains, performance improvements, scalability and cost savings.
Quantitative Systems Pharmacology (QSP)
Julia is used in QSP for model-informed drug development (MIDD) to significantly accelerate drug development and, at the same time, provide robust analyses.
Pfizer increased pharmacology simulations up to 175x faster using Julia with GPUs.
Pumas (Pharmaceutical Modeling and Simulation)
Pumas is the comprehensive platform for Pharmaceutical Modeling and Simulation, providing a single tool for the entire drug development pipeline.
This includes pharmacokinetic and pharmacodynamic (PK/PD), physiologically based pharmacokinetic (PBPK), and quantitative systems pharmacology (QSP) models. Pumas can also perform non-compartmental analysis (NCA), bioequivalence and in vitro-in vivo correlation (IVIVC) analysis providing a common toolset to perform all analyses in the horizontal of clinical drug development and clinical trial simulation. Pumas is the first platform to provide true integration of pharmacometric models with convolution neural networks and other machine learning approaches. Pumas is massively scalable with an inherent ability to run on GPUs and on any hosted or private cloud computing setups in conjunction with JuliaTeam and JuliaRun. Pumas is a product from Pumas-AI.
AztraZeneca researchers used Julia, including Turing.jl and Flux.jl Julia packages, to predict toxicity using a Bayesian neural network.
Learn more about QSP
Watch our webinar on Quantitative Systems Pharmacology featuring Pumas-QSP.
REASONS TO GET ON BOARD
The Power of One
Single solution from pre-trial to launch in a drug development workflow, obviating the need for multiple languages, products, and solutions.
Every Stage Simplified
Much easier to develop and use models. Easy for a new user to learn. Easy to parallelize.
Speed Up. Accelerate.
10x to 1000x faster than other traditional products. Works seamlessly on GPUs.
Pumas can be run on a single machine or on a server, and can be easily scaled to large number of cores or nodes in a private data center or on AWS, on Azure or Google Cloud.
High Performance Computing
Leverage any computing environment - including the world’s most powerful supercomputers, TPUs and GPUs in the cloud or your own cluster.
Powered by ML
Leverages machine learning, including the ability to explain the models for regulatory purposes.
End to End
Single language for both interactive development and deployment to production.
What our products can do for pharmaceutical analytics
Use data analytics to accelerate drug discovery and development
Improve efficiency of clinical trials
Target patient population more effectively
Gain insights into patient behavior
Safety and risk management
Marketing analytics and sales analytics
Our Customer Journey
Learn about our products and how you can leverage AI
Implement our solution at your preferred pace
Experiment with a new project in Pumas & Julia
Educate your team through scheduled training
Scale your results in the cloud with JuliaHub
Request a JuliaHub Demo
Interested in seeing Pumas-QSP and Pumas in action?
LEARN MORE ABOUT PHARMA AND HOW IT IS BEING USED
Pumas 2.0 for Integrated, Efficient and Scalable Pharmacometric Workflows
DR. VIJAY IVATURI
Quantitative Systems Pharmacology using Julia
DR. MATT BAUMANN
Pharmacology and Pharmacometrics using Pumas
DR. VIJAY IVATURI