This collection contains 32 open-access research papers on quantum physics audit test. Results are sourced from arXiv, Archive. Published in 2026. Topics covered include: MilitarycyberAi, military, army, participatory universe. Every result links directly to a freely downloadable PDF — no account, no paywall.
arXiv
Christopher Coleman, Sharon Marfatia
As large language models (LLMs) become embedded in quantum simulation workflows (IDE copilots, notebook assistants, agentic pipelines), evaluation must move beyond functional correctness to anticipate and catch structured failures before they propagate through expensive pipelines. We present a layer…
arXiv
Xinge Wu, Huaxin Wang, Jiajun Liu et al.
Machine-learning approaches to quantum state tomography can achieve high reconstruction fidelity, but the physical structure used by the trained model often remains implicit. Here we ask whether a sparsified Kolmogorov-Arnold Network (KAN) can be used not only as a regressor, but also as an inspecta…
arXiv
Luis Lozano
Reverse annealing is widely used as a heuristic sampler on programmable quantum annealers, but it is often unclear whether the readout has erased its initialization memory or whether the resulting samples represent any calibrated target distribution. We introduce a subsystem-level validation protoco…
arXiv
Rylan Malarchick
Public access to pulse-level and control-electronics interfaces in commercial quantum computing has bifurcated. This paper proposes a six-axis rubric for measuring control-plane openness, the layer between gate-level circuit specification and… ▽ More Public access to pulse-level and control-electron…
arXiv
Esra Yeniaras, Muhammad Amin Karimov
Hybrid quantum--classical pipelines increasingly support applications such as drug discovery, fraud detection, and cloud… ▽ More Hybrid quantum--classical pipelines increasingly support applications such as drug discovery, fraud detection, and cloud quantum processing unit (QPU) auditing, yet existi…
arXiv
Yi Zhou
Implementing quantum many-body algorithms from the literature is fragile when executable correctness depends on tacit choices of index order, gauge, fermionic sign, contraction sequence, and scaling strategy. We formulate this as a knowledge-externalization problem and… ▽ More Implementing quantum m…
arXiv
Osamah N. Neamah
QDNA-ID is a trust-chain framework that links physical… ▽ More QDNA-ID is a trust-chain framework that links physical quantum behavior to digitally verified records. The system first executes standard quantum circuits with random shot patterns across different devices to generate entropy profiles an…
arXiv
J. R. Dawson, George Hobbs, Yansong Gao et al.
…random numbers is obtained by multiple parties. PVR is a critical building block for many processes and algorithms (including cryptography, scientific trials, electoral audits and international treaties). However, current approaches (based on number theory) may soon become vulnerable to… ▽ More We …
Archive
MilitarycyberAi
All in One - Single Document Summary for Research and Analysis Resources across the global length and breadth of MilitarycyberAi https://archive.org/details/summary-global-military-cyber-ai https://drive.google.com/file/d/1xLJHuPttZdDzWV755yxFFNQKKl5I1AZm/view Precursory Succint MilitaryCyberAi Adv…
MilitarycyberAi
military
army
Archive
2026
Fernando Gonzalez
This document presents a conservative derivation and verification framework for the participatory universe concept originally articulated by John Archibald Wheeler (“It from Bit”). The formulation treats observation as a physical process grounded in quantum measurement, decoherence, and information …
participatory universe
it from bit
john archibald wheeler