Scholar
Kazuma Kobayashi
Google Scholar ID: sLMm1K0AAAAJ
University of Illinois Urbana-Champaign
Digital Twins
Instrumentation & Control
Nuclear Science & Engineering
Machine Learning
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Citations & Impact
All-time
Citations
639
H-index
13
i10-index
16
Publications
20
Co-authors
0
Publications
13 items
Stabilizing Autoregressive PDE Foundation Model Rollouts with Event-Triggered Context Healing
2026
Cited
0
Towards Data-Efficient Cross-Device Generalization of Grad-Shafranov Equilibria via Transfer Learning Neural Operator
2026
Cited
0
Neuroscience Inspired Graph Operators Towards Edge-Deployable Virtual Sensing for Irregular Geometries
2026
Cited
0
Gradient-Free Continual Learning in Spiking Neural Networks via Inter-Spike Interval Regularization
2026
Cited
0
Graph Neural Operator Towards Edge Deployability and Portability for Sparse-to-Dense, Real-Time Virtual Sensing on Irregular Grids
2026
Cited
0
Adversarial Vulnerabilities in Neural Operator Digital Twins: Gradient-Free Attacks on Nuclear Thermal-Hydraulic Surrogates
2026
Cited
0
Med-CoReasoner: Reducing Language Disparities in Medical Reasoning via Language-Informed Co-Reasoning
2026
Cited
0
Agentic Physical AI toward a Domain-Specific Foundation Model for Nuclear Reactor Control
2025
Cited
0
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