Paul Almasan

Deep reinforcement learning meets graph neural networks: Exploring a routing optimization use case

Paul Almasan, José Suárez‐Varela, Krzysztof Rusek et al. · Computer Communications · 2022 · 207 citations · Full text

Artificial Intelligence, Engineering, Graph Theory +11

Network digital twin: context, enabling technologies, and opportunities

Paul Almasan, Miquel Ferriol-Galmés, Jordi Paillissé et al. · QRU Quaderns de Recerca en Urbanisme · 2022 · 147 citations · Full text

Autonomous Network, Engineering, Machine Learning +21

Graph Neural Networks for Communication Networks: Context, Use Cases and Opportunities

José Suárez‐Varela, Paul Almasan, Miquel Ferriol-Galmés et al. · IEEE Network · 2022 · 92 citations · Full text

Engineering, Network Analysis, Graph Signal Processing +17

Digital Twin Network: Opportunities and Challenges

Paul Almasan, Miquel Ferriol-Galmés, Jordi Paillissé et al. · arXiv (Cornell University) · 2022 · 59 citations · Full text

Autonomous Network, Engineering, Machine Learning +19

Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optimization use case

Paul Almasan, José Suárez‐Varela · arXiv (Cornell University) · 2019 · 46 citations · Full text

Artificial Intelligence, Geometric Learning, Autonomous Network +19