Author

Mitchell Ostrow

Massachusetts Institute of TechnologyORCID 0000-0002-9732-548XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Approach:simulation· 1 Research Focus:software / tool· 1 Approach:statistical model· 1

Frequent Co-Authors

Adam J. EiseniD· 1 shared Chethan PandarinathiD· 1 shared Christopher VersteegiD· 1 shared Clayton B. WashingtoniD· 1 shared David M. ZoltowskiiD· 1 shared David SussilloiD· 1 shared Ila FieteiD· 1 shared Jonathan A. MichaelsiD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 29 mutual co-author links

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1 shared paperNeuroscience

Adam J. EisenORCID

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2 papers

Recent·Most cited

NeurosciencebioRxivPreprintAug 20, 2026

A metric for comparing complex systems by their dynamics

Mitchell Ostrow, Adam J. Eisen, Leo Kozachkov…·Ila Fiete

This paper introduces DSA, a metric to compare systems by their dynamics, showing it captures dynamical structure missed by geometric and topological methods.

DOI 10.64898/2026.07.16.738953

statistical modelbenchmarking

𝕏 PostBluesky

NeurosciencebioRxivPreprintFeb 7, 2025

Computation-through-DynamicsToolkit: Simulated datasets and quality metrics for dynamical models of neural activity

Christopher Versteeg, Jonathan McCart, Mitchell Ostrow…·Chethan Pandarinath

The paper introduces CtDToolkit, a framework providing synthetic datasets and metrics to evaluate and improve neural dynamics models of neural computation.

2 citations

simulationbenchmarking

𝕏 PostBluesky