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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…
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…
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…
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…
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…
Quantifying the complexity of quantum states that possess intrinsic structure, such as symmetry or encoding, in a fair manner constitutes a core challenge in the benchmarking of… ▽ More Quantifying the complexity of quantum states that possess intrinsic structure, such as symmetry or encoding, in a …
…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 …
This document presents a conservative derivation and test procedure for the Objective Reduction (OR) framework originally proposed by Roger Penrose. The focus is strictly on mathematical structure, dimensional consistency, and falsifiable test design. All equations are rendered in clean ASCII format…
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 …
This document presents a conservative derivation and verification framework for emergent spacetime geometry arising from quantum entanglement entropy, consistent with modern approaches in quantum gravity and holographic theory. The formulation relates spacetime geometry to entanglement entropy gradi…
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This document presents a conservative derivation outline and verification framework for a master balance law describing the quantum-to-classical transition, consistent with established results in decoherence theory, open quantum systems, and quantum Darwinism. The formulation expresses entropy produ…
Declassified in Part - Sanitized Copy Approved for Release 2012/08/15: CIA-RDP92-00420R000100030001-9 CLASSIFICATION SYSTEM FOR SCIENTISTS AND ENGINEERS UNDER THE PROPOSED DEMONSTRATION PROJECT* NAVAL WEAPONS CENTER 18 July 1980 *Authorized by Title VI of the Civil Service Reform Act of 1978. Declas…
roved For Release 2003/09/10 : CIA- 45ANgg' 00140032-7 NO FOREIGN DISSEMINATION 22 September 1983 Proposal for Research SRI International No. ESU 83-134 PERSONNEL IDENTIFICATION AND SELECTION (U) Part One--Technical Proposal P Prepared for: Prepared by: Approved by: Robert S. Leonard, Director Radio…
This is the data set for the published, peer reviewed paper: https://ijqf.org/archives/8027 "Phenomenological Velocity and Bell–CHSH: Exceptional-Locus Semantics, Selection Simulations of − cos, and a Microcausal Realization:" https://ijqf.org/wp-content/uploads/2026/02/IJQF2026v12n2p10.…
This essay argues that many interpretative paradoxes in quantum mechanics arise from a systematic confusion between regimes of description and regimes of existence. It therefore proposes an operative distinction between the real (material dynamics), the concrete (the mark as a stabilising inscriptio…
This work introduces a theoretical framework for nonlocal hidden-variable models based on “complex jammers”, defined over a structured parameter space extending standard space–time. The framework is designed to explore whether hidden nonlocal mechanisms can modify quantum correlati…
The realm of quantum mechanics, a culmination of human intellectual pursuit, offers a portal into the intricate dance of matter and energy on scales that redefine our understanding of reality. At its heart lies the tantalizing phenomenon of quantum superposition, a concept that not only challenges o…
Future Directions and Roadmap Short-term Goals: Strengthen the mathematical models to produce specific, testable predictions. Refine the experimental methodologies to verify the effects of vibrational frequencies on quantum states and consciousness. Publish initial findings and e…
E-learning media is one effective solution as a learning tool that could be implemented anytime and anywhere. Science, Technology, Engineering, and Mathematics (STEM) approach through the use of elearning is expected to develop students Higher Order Thinking Skills (HOTS). This study aimed to measur…
TRR-NOTIME (Theory of Relative Reality - Without Time) presents an alternative perspective on physics, where time is not a fundamental quantity but merely a consequence of matter-energy interactions. This theory redefines the concept of gravity, nuclear decay, and quantum processes, enabling a unifi…
This paper presents the CHRONOS framework (Chrono-Harmonic Relativity of Nonlinear Oscillatory Systems), a novel approach to understanding time as an active force rather than a passive dimension. The CHRONOS model introduces structured time-force oscillations, offering a unified mathematical framewo…
Healthcare IoT systems increasingly rely on interconnected, resource-constrained devices that are vulnerable to both classical and emerging quantum-enabled cyber threats, but introduced heightened cybersecurity risks, particularly from emerging quantum computing threats that can break conventional e…
Quantum technologies-quantum computing, quantum sensing, and quantum-enabled materials-are increasingly proposed as tools to accelerate drug discovery. Yet "quantum advantage" is frequently asserted without standardized benchmarks, clinically meaningful endpoints, or controlled comparisons against m…
Secure image transfer is a critical requirement in telemedicine and Picture Archiving and Communication Systems (PACS), where diagnostic integrity and patient confidentiality must be simultaneously ensured. High-resolution medical images, especially Magnetic Resonance Imaging (MRI), are often transf…
Molecular docking is indispensable across computer‑aided discovery. However, its conclusions often hinge more on modeling choices than on software brand or nominal score. In this review, we argue that docking should be treated explicitly as conditional modeling whose interpretability depends on stru…
Time may be viewed as an emergent consequence of increasing information entropy. I explore a toy quantum‑information model in which DNA is treated as an open quantum system. In this framework, weak, time‑dependent perturbations (potentially arising from thermal fluctuations, ionic microfields, metab…
As Moore's-law-driven geometric scaling nears physical, economic, and sustainability limits, semiconductor progress is increasingly constrained by the cost and latency of physical iteration. This Perspective argues that AI enables virtualization as a complementary scaling law: progress scales with h…
Computational chemistry has played a central role in early-stage drug discovery by accelerating target selection, hit identification, and lead optimization. This review summarizes recent developments in molecular docking, pharmacophore modeling, molecular dynamics (MD), and virtual screening (VS), w…
<h4>Background and aims</h4>Rising quantum hazards and flaws in conventional encryption make cloud-based healthcare data security harder. Quantum-Secure HealthChain, a new architecture using blockchain and quantum computing, improves medical data security, patient privacy, and data fidelity.<h4>Meth…
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