Author

William CL Stewart

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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Biophysics· 1 Systems Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Assay:bulk RNA-seq· 2 Approach:statistical model· 2 Assay:CITE-seq· 1 Research Focus:differential expression· 1 Organism:human· 1 Approach:optimal transport· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Ciriyam JayaprakashiD· 2 shared Jayajit DasiD· 2 shared Wu John· 1 shared

Activity by Year

2022-2025 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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2 shared papersBiophysics

Ciriyam JayaprakashORCID

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2 papers

Recent·Most cited

An Entropy-Based Approach to Model Selection with Application to Single-Cell Time-Stamped Snapshot Data

William CL Stewart, Ciriyam Jayaprakash, Jayajit Das

The paper introduces an entropy-based method for model selection using time-stamped snapshot data, demonstrating its ability to identify the correct mechanistic model from simulated data.

Entropy · Mar 6, 2025Peer-reviewedBiophysics

Generalized Method of Moments improves parameter estimation in biochemical signaling models of time-stamped single-cell snapshot data

Wu John, William CL Stewart, Ciriyam Jayaprakash, Jayajit Das

The paper improves parameter estimation in biochemical models using GMM and PSO on single-cell data, showing better results than traditional methods.

bioRxiv · Mar 17, 2022 · PreprintSystems Biology