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Raunak Dey's Projects

doe-onestep icon doe-onestep

Design of experiment to minimize number of observation needed for Bayesian Inference

gobi-scope icon gobi-scope

Generalized ODE based inference on SCOPE in silico or in situ time series datasets

image-processing icon image-processing

this repository has the contents to create various image filters using simple python code and matrices.

labview-optical-tweezer icon labview-optical-tweezer

labview program build around kinesis thorlabs for Optical Tweezer remote control and data acquisition

learnentropy icon learnentropy

This code estimates the entropy production rate by machine learning of trajectory data. The method is based on the thermodynamic uncertainty relation.

metapop_lung icon metapop_lung

(Review) Repository for the metapopulation model of a P.a. lung infection

phamily icon phamily

A large scale latent variable compartmental model for simulating abundance/population time series of interacting phages and microbes that undergoes lysis in presence of the phages.

scope-causation-network icon scope-causation-network

Under the Simons Collaboration on Ocean Processes and Ecology, creating causation networks to understand how biotic and abiotic components interact spatio-temporally

time-series-iterative- icon time-series-iterative-

Find parameters of Langevin equation with out noise, with noise, in water, in complex fluids, using ML and iterative algorithms

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