2 papers
quant-ph2025
Near-Term Quantum-Computing-Inspired Sampling for Community Detection in Low-Modularity Graphs
Joseph Geraci, Luca Pani
Low modularity networks (Q < 0.2) challenge classical community detection algorithms, which get trapped in local optima. We introduce quantum inspired community detection algorithm…
cs.LG2025
Integrating Dynamical Systems Learning with Foundational Models: A Meta-Evolutionary AI Framework for Clinical Trials
Joseph Geraci, Bessi Qorri, Christian Cumbaa +3
Artificial intelligence (AI) has evolved into an ecosystem of specialized "species," each with unique strengths. We analyze two: DeepSeek-V3, a 671-billion-parameter Mixture of Exp…