Scholar
Takashi Matsubara
Google Scholar ID: aubjjjwAAAAJ
Hokkaido University
scientific machine learning
dynamical systems
computer vision
representation learning
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Citations & Impact
All-time
Citations
2,170
H-index
20
i10-index
34
Publications
20
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0
Publications
11 items
Dirac-Interconnected Neural Elements: Discovering Modularity in Physical Systems Without Reduction
2026
Cited
0
GRFBrain: Graph-Structured Rectified Flows for EEG Dynamic Modeling
2026
Cited
0
PINNs Failure Modes are Overfitting
2026
Cited
0
Symplectic Neural Operators for Learning Infinite Dimensional Hamiltonian Systems
2026
Cited
0
RepSPD: Enhancing SPD Manifold Representation in EEGs via Dynamic Graphs
2026
Cited
0
ODEBrain: Continuous-Time EEG Graph for Modeling Dynamic Brain Networks
2026
Cited
0
Object-Centric World Models for Causality-Aware Reinforcement Learning
2025
Cited
0
PHyCLIP: $ell_1$-Product of Hyperbolic Factors Unifies Hierarchy and Compositionality in Vision-Language Representation Learning
2025
Cited
0
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