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In this talk, the latest advances in the design and evaluation of multipath protocols for multipartite entanglement distribution in quantum networks will be presented. The talk will be divided into 3 parts. Part 1 will introduce 3 novel multipath protocols and discuss their performance. Part 2 will present results on the impact of selective quantum repeater removal on the performance of multipartite protocols. Finally, Part 3 will present preliminary results on the latency of multipartite protocols.