2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2024
Physics-Informed Graph Neural Networks for Water Distribution Systems
Inaam Ashraf, Janine Strotherm, Luca Hermes +1
Water distribution systems (WDS) are an integral part of critical infrastructure which is pivotal to urban development. As 70% of the world's population will likely live in urban e…
cs.LG2022★ 2 cited
Solving the Traveling Salesperson Problem with Precedence Constraints by Deep Reinforcement Learning
Christian Löwens, Inaam Ashraf, Alexander Gembus +3
This work presents solutions to the Traveling Salesperson Problem with precedence constraints (TSPPC) using Deep Reinforcement Learning (DRL) by adapting recent approaches that wor…