Author

Prem Jagadeesan

Indian Institute of Technology Madras

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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Systems Biology· 3

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Approach:statistical model· 2 Approach:Bayesian inference· 1

Frequent Co-Authors

Arun Kumar TangiralaiD· 3 shared Karthik RamaniD· 3 shared

Activity by Year

2023-2025 · peak 2/yr

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2 top collaborators · 1 mutual co-author link

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3 shared papersSystems Biology

Arun Kumar TangiralaORCID

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3 papers

Recent·Most cited

An improved framework for grey-box identification of biological processes

Prem Jagadeesan, Karthik Raman, Arun Kumar Tangirala

The paper introduces an improved framework for grey-box modeling of biological processes to enhance predictability and parameter estimation with fewer iterations.

bioRxiv · Feb 14, 2025 · PreprintSystems Biology

A generalised method for experiment design and model selection in the Bayesian framework

Prem Jagadeesan, Karthik Raman, Arun Kumar Tangirala

This paper introduces a Bayesian Optimal Experiment Design method for parameter estimation and model selection, demonstrating its effectiveness in systems biology models.

bioRxiv · Oct 24, 2023 · PreprintSystems Biology

Sloppiness: fundamental study, new formalism and its application in model assessment

Prem Jagadeesan, Karthik Raman, Arun Kumar Tangirala

This paper defines new theoretical concepts of sloppiness, develops a method to assess model goodness, and applies it to HIV pharmacokinetic models to identify biologically relevant parameters.

PLoS ONE · Mar 8, 2023Peer-reviewedSystems Biology