Scholar
Carlos Natalino
Google Scholar ID: Yk0VpAkAAAAJ
Researcher - Chalmers University of Technology
Machine Learning
Optical Networks
Network Automation
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Citations & Impact
All-time
Citations
1,517
H-index
21
i10-index
46
Publications
20
Co-authors
9
list available
Publications
13 items
TRACE-CRC: Trajectory-Adaptive Conformal Risk Control for Multi-Step Channel State Information Prediction
2026
Cited
0
Radio-Optical Confluence in Intelligent Edge Networks
2026
Cited
0
Explanation-Based Runtime Verification for Trustworthy ML-driven Optical Networks
2026
Cited
0
Cross-Domain Generalization in Optical Networks via Joint Contrastive and Classification Learning
2026
Cited
0
Human Grounded Evaluation of Large Language Models for Optical Network Automation
2026
Cited
0
Energy-Efficient FSO Reconfiguration under User Mobility in Hybrid Fiber-IAB Backhaul
2026
Cited
0
User-Mobility-Aware Optimization of Fiber Placement in Hybrid Fiber-IAB Networks
2026
Cited
0
A T-API-Compliant ReAct Agentic Loop for Optical Networks: Generic vs. Domain-Specific Tool Abstractions
2026
Cited
0
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Co-authors
6 total
Paolo Monti
Professor in Communication Networks - Chalmers University of Technology
Lena Wosinska
Professor, Chalmers University of Technology
Marija Furdek
Chalmers University of Technology, Sweden
Oskars Ozoliņš
Professor, Academician
Piotr Lechowicz
Wroclaw University of Science and Technology
Shuangyi Yan
Associate Professor, Smart Internet Lab, University of Bristol
