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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

A. Routray

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3 papers indexed here

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Open access Sep 2026

Resilience Aware Digital Twin Co-Optimisation of Off-shore Wind Spare Parts, Vessel Scheduling and Hybrid Energy Storage

Offshore wind farms are capital-intensive assets and remote, weather-constrained logistics systems whose availability depends jointly on component degradation, spare-part availability, vessel access, and export capacity. Existing studies typically address these dimensions separately, with vessel-routing models assuming...

A. Routray, Swagatika Dehury, Mahottak Kumar et al. · 0 citations
Open access Aug 2026

Regime-Aware Model Selection for Internal Combustion Engine Performance Prediction Using Machine Learning

Artificial Neural Networks (ANNs) and tree-based ensembles such as Random Forest (RF) and Extreme Gradient Boosting (XGBoost) are the two dominant families used for tabular regression in engineering informatics. The empirical literature, however, reports contradictory verdicts, on some datasets ANNs dominate, while on...

A. Routray, Soumyajeet Chakra, Anuprita Chakra et al. · 0 citations
Open access Jul 2026

A BiLSTM-driven framework for operational PM2.5 forecasting: integrating meteorological kinematics for urban air quality management

The accelerating impact of climate change on meteorological dynamics and air quality across India poses a pressing challenge for urban sustainability and public health resilience. In this study, we present a data-driven AI framework based on Bidirectional Long Short-Term Memory (BiLSTM) networks to forecast PM₂.₅ con...

Vinayak Gupta, Yajnaseni Dash, Ankush Goyal et al. · 0 citations

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