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19922026
most citedTopological Quantum Distillation

721 citations · 9.3k across the 156 of their papers we have counts for

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quant-ph2026

Single Link Removal Perturbation in Szegedy Quantum Walk: from Graph Completeness Testing to Integrity Monitoring

Sara Giordano, Miguel A. Martin-Delgado

We present a rigorous perturbative analysis of the Szegedy quantum walk search algorithm on the complete graph with marked nodes, when a specific anomaly is present in the graph. T…

quant-ph2026

Homomorphic Quantum Error Correction

Kornikar Sen, Miguel A. Martin-Delgado

Homomorphic quantum error correction aims to protect quantum data against both unauthorized access and environmental noise during server-based processing. We investigate the algebr…

quant-ph2026

From Hilbert's Tenth Problem to Quantum Speedup: Explicit Oracles for Bounded Diophantine Systems

Gabriel Escrig, M. A. Martin-Delgado

Solving non-linear Diophantine systems lies at the mathematical core of integer optimization and cryptography. While the general unbounded problem is undecidable, even over bounded…

quant-ph2026

Reverse Delegated Training and Private Inference via Perfectly-Secure Quantum Homomorphic Encryption

Sergio A. Ortega, Miguel A. Martin-Delgado

Quantum machine learning in cloud environments requires protecting sensitive data while enabling remote computation. Here we demonstrate the first realistic implementations of a pe…

quant-ph2026

Resource-Scalable Fully Quantum Metropolis-Hastings for Integer Linear Programming

Gabriel Escrig, Roberto Campos, M. A. Martin-Delgado

Integer linear programming (ILP) remains computationally challenging due to its NP-complete nature despite its central role in scheduling, logistics, and design optimization. We in…

quant-ph2025

Error Resilience of Fracton Codes and Near Saturation of Code-Capacity Threshold in Three Dimensions

Giovanni Canossa, Lode Pollet, Miguel A. Martin-Delgado +2

Fracton codes have been intensively studied as novel topological states of matter, yet their fault-tolerant properties remain largely unexplored. Here, we investigate the optimal t…