Author

V. Dixit

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Pharmacology & Toxicology· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Research Focus:drug response / drug discovery· 2 Approach:statistical model· 2 Assay:clinical cohort / trial· 1 Organism:human· 1

Frequent Co-Authors

C. V. Rackauckas· 2 shared V. Ivaturi· 2 shared A. Noack· 1 shared A. R. Gerlach· 1 shared C. Elrod· 1 shared J. B. S. Calderon· 1 shared J. Gobburu· 1 shared J. Nyberg· 1 shared

Activity by Year

2020-2021 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 38 mutual co-author links

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2 shared papersPharmacology & Toxicology

C. V. Rackauckas

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2 papers

Recent·Most cited

Efficient Precision Dosing Under Estimated Uncertainties via Koopman Expectations of Bayesian Posteriors with Pumas

C. V. Rackauckas, V. Dixit, A. R. Gerlach, V. Ivaturi

The paper introduces a method using Koopman operators to efficiently compute precision dosing under Bayesian uncertainties, achieving 50x-200x speedup over Monte Carlo simulations.

bioRxiv · Jan 25, 2021 · PreprintPharmacology & Toxicology

Accelerated Predictive Healthcare Analytics with Pumas, A High Performance Pharmaceutical Modeling and Simulation Platform

C. V. Rackauckas, Y. Ma, A. Noack, V. Dixit, P. Mogensen, C. Elrod, M. Tarek, S. Byrne, S. Maddhashiya, J. B. S. Calderon, M. Hatherly, J. Nyberg, J. Gobburu, V. Ivaturi

The paper introduces Pumas, a high-performance platform for pharmacometric modeling, showing significant performance improvements in drug development and precision medicine.

bioRxiv · Nov 28, 2020 · PreprintPharmacology & Toxicology