Author

Mikhail V. Oet

Northeastern UniversityORCID 0000-0003-2516-0847Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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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

BioinformaticsbioRxivPreprintJun 27, 2026

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…·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.

1 citation

machine learning (classical)experimental assay

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