Takumi Matsuzawa

Postdoctoral Researcher at Cornell University

City of Ithaca, New York, United States
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Summary

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Takumi Matsuzawa is a postdoctoral researcher at Cornell University combining experimental physics, data science, and machine learning to explore biomolecular condensates and liquid-liquid phase separation. He previously engineered a high-speed, multi-camera data acquisition system and built a Python library of over 20,000 lines to analyze 3D/4D flow, dramatically reducing TB-scale data to actionable insights. His work spans turbulence analysis, optical-flow estimation for particle image velocimetry, and CNN-based velocity inference, with a track record of mentoring students and publishing on neural-network models of synaptic plasticity. He earned a BA in Physics and Chemistry from Kalamazoo College (summa cum laude) and a PhD/MS in Physics from the University of Chicago, with prior roles including research and teaching assistantships. Based in Ithaca, New York, he maintains an active open-science profile and a personal site highlighting ongoing research, including turbulence work that was highlighted on a Nature Physics cover.
code8 years of coding experience
job8 years of employment as a software developer
bookBachelor of Arts (B.A.), Physics and Chemistry, Summa cum laude, 4.0/4.0, Bachelor of Arts (B.A.), Physics and Chemistry, Summa cum laude, 4.0/4.0 at Kalamazoo College
bookDoctor of Philosophy - PhD, Physics, Doctor of Philosophy - PhD, Physics at University of Chicago
bookMaster of Science - MS, Physics, Master of Science - MS, Physics at The University of Chicago
languagesEnglish, Japanese, German
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Stackoverflow

Stats
21reputation
2kreached
1answer
1question
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Github Skills (38)

image9
jupyterlab9
jupyter-notebook8
jupyterlab-extension8
python-38
notebook8
image-processing8
jupyter8
cosmology7
random-walk7
diffraction7
python7
fenics7
vtk7
hydrodynamics6

Programming languages (6)

TypeScriptCTeXJavaScriptJupyter NotebookPython

Github contributions (5)

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tmatsuzawa/library

Sep 2017 - Dec 2020

Standard library for my research
Contributions:65 commits, 20 PRs, 49 pushes in 3 years 3 months
standard-library
tmatsuzawa/tflow

May 2019 - Jan 2023

Contributions:152 commits, 147 pushes, 3 branches in 3 years 9 months
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