3 papers
gr-qc2026
Noise-induced stabilization of Schwarzschild--AdS black holes under stochastic Ricci flow
Jihui Wang, Matteo Lulli, Antonino Marciano
We investigate the stochastic Ricci flow of spherically symmetric perturbations of the Schwarzschild--Anti de Sitter black-hole metric. Elaborating on the Ricci-flow analysis of He…
gr-qc2025
Stochastic Quantization of General Relativity à la Ricci-Flow
Matteo Lulli, Antonino Marciano, Xiaowen Shan
We follow a new pathway to the definition of the Stochastic Quantization (SQ), first proposed by Parisi and Wu, of the action functional yielding the Einstein equations. Hinging on…
quant-ph2024
Deep Neural Networks as the Semi-classical Limit of Topological Quantum Neural Networks: The problem of generalisation
Antonino Marciano, Emanuele Zappala, Tommaso Torda +5
Deep Neural Networks miss a principled model of their operation. A novel framework for supervised learning based on Topological Quantum Field Theory that looks particularly well su…