Carlos Natalino
Scholar

Carlos Natalino

Google Scholar ID: Yk0VpAkAAAAJ
Researcher - Chalmers University of Technology
Machine LearningOptical NetworksNetwork 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
Contact
No contact links provided.
Publications
11 items
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
Policy-driven Conformal Prediction for Trustworthy QoT Estimation
2026
Cited
0
A Unified Siamese Learning Framework for Zero-Day Anomaly Detection and Classification in Optical Networks
2026
Cited
0
Resume (English only)
Co-authors
9 total
Paolo Monti
Paolo Monti
Professor in Communication Networks - Chalmers University of Technology
Lena Wosinska
Lena Wosinska
Professor, Chalmers University of Technology
Marija Furdek
Marija Furdek
Chalmers University of Technology, Sweden
Co-author 4
Co-author 4
Oskars Ozoliņš
Oskars Ozoliņš
Professor, Academician
Co-author 6
Co-author 6
Piotr Lechowicz
Piotr Lechowicz
Wroclaw University of Science and Technology
Co-author 8
Co-author 8