Pharmaceutical Modeling
and Simulation

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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

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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, Inc.

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The Power of One
Single solution from pre-trial to launch in a drug development workfow, obviating the need for multiple languages, products, and solutions
Every Stage Simplifed
Much easier to develop and use models. Easy for a new user to learn. Easy to parallelize.
Speed Up. Accelerate.
10x to 100x faster than other traditional products. Works seamlessly on GPUs.
Unlimited Scalability
Pumas can be run on a single laptop or desktop 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
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
see how julia is being used in pharmaceuticals
PuMaS.jl: Pharmaceutical Modeling and
Simulation Engine
Chris R.
Nonlinear Mixed Effects Models with
Vaibhav Dixit
PuMaS - Pharmaceutical Modeling and Simulation
Dr. Vijay Ivaturi
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