Vaibhav Dixit

Vaibhav is involved in building analysis tooling in the SciML ecosystem in Julia and one of the developers of Pumas (https://pumas.ai).

Talks:

19:50 UTC

Global Sensitivity Analysis for SciML models in Julia

07/30/2021, 7:50 PM8:00 PM UTC
Purple

Majority of scientific modelling workflows involve doing global sensitivity analysis as an intermediate step. It can be used primarily in two stages, either before parameter estimation to simplify the fitting problem by fixing unimportant parameters or for analysis of the input parameters' influence on the output. GlobalSensitivity.jl is a package in the SciML ecosystem that provides a full suite of GSA methods that can be of great utility to a lot of practitioners.

Platinum sponsors

Julia Computing

Gold sponsors

Relational AI

Silver sponsors

Invenia LabsConningPumas AIQuEra Computing Inc.King Abdullah University of Science and TechnologyDataChef.coJeffrey Sarnoff

Media partners

Packt Publication

Fiscal Sponsor

NumFOCUS