Post by Mahesh A

🛜 Does a network need to be biological to spread signals the way mycelium does—non-local, self-reinforcing, occasionally doubling back? 🔗 Demo: https://lnkd.in/d5wPsiqq ⚛️ I ran the experiment: a discrete-time quantum walk vs. a classical random walk on the same graph, inside the Living Digital Fabric (LDF) architecture. 📊 Result: the quantum walk shows ballistic spread and genuine interference-based reinforcement—validated against theory on a benchmark graph (α ≈ 1.02 vs. α ≈ 0.50) before being applied to LDF's real topology. 🎥 I also built an interactive demo so you can watch the propagation happen instead of just reading about it. 💻 Code + full write-up: https://lnkd.in/dXZWhh9b I'm interested in exploring how ideas from quantum information, graph theory, and decentralized systems can inspire new computational models for ecological and distributed networks. #QuantumComputing #DistributedSystems #GraphTheory #NetworkScience #Research #Simulation #SystemsDesign #OpenSource

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