Julia for Pharmaceuticals

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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.

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Julia pharma products are disrupting the world of pharmacometrics

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.

Predicting toxicity

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.

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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.

Unlimited Scalability

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

  • 01

    Learn about our products and how you can leverage AI

  • 02

    Implement our solution at your preferred pace

  • 03

    Experiment with a new project in Pumas & Julia

  • 04

    Educate your team through scheduled training

  • 05

    Scale your results in the cloud with JuliaHub

Predicting Toxicity

AstraZeneca and Prioris.ai researchers use Julia, Flux.jl and Turing.jl to predict toxicity with a Bayesian neural network

Case Study

Pharmaceutical Development

Pfizer uses Julia to accelerate simulations of new therapies for metabolic diseases up to 175x

Case Study

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

Case Study

Request a JuliaHub Demo

Interested in seeing Pumas-QSP and Pumas in action?

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Pumas 2.0 for Integrated, Efficient and Scalable Pharmacometric Workflows


Quantitative Systems Pharmacology using Julia


Pharmacology and Pharmacometrics using Pumas


Are you interested in seeing how Pumas and Pumas-QSP can help your project? Want to learn more about its capabilities? We are here to help.

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