Author

Nivethini Senthilselvan

Northeastern University

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· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:experimental assay· 1 Approach:machine learning (classical)· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Alok Dinesh Sharma· 1 shared Amitesh BadkuliD· 1 shared Amos Jaimes· 1 shared Anton V. SinitskiyiD· 1 shared Arjun Shrivatsan· 1 shared Arpita Kachhwah· 1 shared Casual Dineshbhai Kalotra· 1 shared Kuohao Lee· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Alok Dinesh Sharma

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1 paper

Recent·Most cited

Real Science Is Harder Than Benchmarks: Evaluating Advanced AI Frameworks on Published Studies. I. Uncertainty Quantification, ML on Therapeutic Data Commons, and Agent-Based Modeling

Mohammed O. Ahmed, Sahil Anil Amale, Rhythm Dipak Bhavsar, Pratham Chopra, Amos Jaimes, Arpita Kachhwah, Casual Dineshbhai Kalotra, Peizhao Li, Xingbei Li, Yuantian Liao, Rahul Roy, Nivethini Senthilselvan, Yukun Shao, Alok Dinesh Sharma, Arjun Shrivatsan, , Anton V. Sinitskiy

This paper evaluates five AI frameworks on real scientific tasks, finding they excel in hypothesis generation and reporting but struggle with depth and reliability in real-world research.

bioRxiv · Jun 27, 2026 · PreprintBioinformatics