Scholar
So Takao
Google Scholar ID: 7eAdA0MAAAAJ
Postdoc at California Institute of Technology
Statistical Machine Learning
Stochastic Differential Equations
Geometric Mechanics
Fluid
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Citations & Impact
All-time
Citations
217
H-index
7
i10-index
7
Publications
20
Co-authors
9
list available
Contact
Email
sotakao@caltech.edu
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Publications
5 items
Variational Flow Maps: Make Some Noise for One-Step Conditional Generation
2026
Cited
0
DAISI: Data Assimilation with Inverse Sampling using Stochastic Interpolants
2025
Cited
0
Flow Matching-Based Generative Modeling for Efficient and Scalable Data Assimilation
2025
Cited
0
Graph and Simplicial Complex Prediction Gaussian Process via the Hodgelet Representations
2025
Cited
0
Graph Classification Gaussian Processes via Hodgelet Spectral Features
arXiv.org · 2024
Cited
0
Resume (English only)
Co-authors
9 total
Marc Deisenroth
University College London and Google DeepMind
Co-author 2
Co-author 3
Co-author 4
Co-author 5
Alessandro Barp
University College London, The Alan Turing Institute
Co-author 7
Yee Whye Teh
Professor of Statistical Machine Learning, Oxford, Research Scientist, DeepMind
