Author

Simran Kadadi

Purdue University West Lafayette

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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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Research Focus:drug response / drug discovery· 2 Assay:bulk RNA-seq· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

Ananth Y. GramaiD· 2 shared Majid KazemianiD· 2 shared Mengbo WangiD· 2 shared Nadia A. LanmaniD· 2 shared Shourya VermaiD· 2 shared Luopin WangiD· 1 shared Mario SolaiD· 1 shared Shyaman JayasundaraiD· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

9 top collaborators · 32 mutual co-author links

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2 shared papersBioinformatics

Ananth Y. GramaORCID

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2 papers

Recent·Most cited

Joint Modeling of Transcriptomic and Morphological Phenotypes for Generative Molecular Design

Mengbo Wang, Shourya Verma, Vasam Manjveekar Prabantu, Shyaman Jayasundara, Simran Kadadi, Majid Kazemian, Ananth Y. Grama, Nadia A. Lanman

Pert2Mol generates molecular structures from paired transcriptomic and morphological data using a multi-modal framework, achieving better performance than single-modality or diffusion-based methods.

bioRxiv · Aug 10, 2026 · PreprintBioinformatics

Generating Joint Transcriptomic and Morphological Responses to Drug Perturbations via Rectified Flow

Shourya Verma, Mengbo Wang, Luopin Wang, Simran Kadadi, Mario Sola, Majid Kazemian, Ananth Y. Grama, Nadia A. Lanman

PertFlow jointly predicts gene expression and cellular morphology from drug perturbations, achieving high correlation and expert-rated image similarity.

bioRxiv · Jun 12, 2026 · PreprintBioinformatics