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JuliaHub Product PUMAS - Pharmaceutical Modeling and Simulation

Pharmaceutical Modeling and Simulation

Pumas is a comprehensive platform for pharmaceutical modeling and simulation, providing a single tool for the entire drug development pipeline. It is used for simulation and estimation of quantitative pre-clinical and clinical pharmacological models

Julia products for Pharmaceuticals

Julia products for Pharmaceuticals

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 JuliaHub. Pumas is a product from Pumas-AI, Inc.

Deliver Solutions Faster

Pumas is designed to take over the repetitive, predictable tasks, allowing scientists more time to focus on the solution.

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REASONS TO GET ON BOARD

Single solution from pre-trial to launch in a drug development workflow, obviating the need for multiple languages, products, and solutions.

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.

Much easier to develop and use models. Easy for a new user to learn. Easy to parallelize.

Every Stage Simplified

Much easier to develop and use models. Easy for a new user to learn. Easy to parallelize.

10x to 1000x faster than other traditional products. Works seamlessly on GPUs.

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.

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.

Leverage any computing environment - including the world’s most powerful supercomputers, TPUs and GPUs in the cloud or your own cluster.

High Performance Computing

Leverage any computing environment - including the world’s most powerful supercomputers, TPUs and GPUs in the cloud or your own cluster.

Leverages machine learning, including the ability to explain the models for regulatory purposes

Powered by ML

Leverages machine learning, including the ability to explain the models for regulatory purposes.

Single language for both interactive development and deployment to production

End to End

Single language for both interactive development and deployment to production.

Computational Product Design - Case Study | JuliaHub

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
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Interested in Efficient Generation of Virtual Populations for QSP?

Join our upcoming webinar on November 16th. Dr. Haris Organtzidis will share his expertise on advanced virtual population generation methods versus more standard naive methods.

LEARN MORE ABOUT PUMAS AND HOW IT IS BEING USED
Pumas 2.0 for Integrated, Efficient and Scalable Pharmacometric Workflows
DR. VIJAY IVATURI

WEBINAR

Quantitative Systems Pharmacology using Julia
DR. MATT BAUMANN

WEBINAR

Pharmacology and Pharmacometrics using Pumas
DR. VIJAY IVATURI

WEBINAR

Not sure which model fits you best? Have a complex setup that needs a custom solution? We are here to help.