Welcome to QCC-Bench Discussions!

[Destinywaya9]

👋 Welcome!

We’re using Discussions as a place to connect with other members of our community. We hope that you:

• Ask questions you’re wondering about.
• Share ideas.
• Engage with other community members.
• Welcome others and are open-minded. Remember that this is a community we
  build together 💪.

To get started, comment below with an introduction of yourself and tell us about what you do with this community.

Tensor P2 Fixed Kernel — Qiskit Implementation

Author: Destiny Machwaya
Affiliation: Founder & Principal Investigator, Lei A While Research Center, Wahiawā, United States

---

Overview

This repository provides an open-source Qiskit implementation of the fixed, non-adaptive Tensor P2 quantum kernel.

The implementation reflects a constrained quantum traversal framework designed to maintain coherence stability under fixed kernel conditions, consistent with experimentally demonstrated behavior.

---

Publication

Machwaya, D. (2026).
Hardware Demonstration of a Fixed Tensor P2 Kernel: Zero-Entropy Leakage and Stable Coherence Across Dual Microcontroller Platforms.
Frontiers in Physics — Quantum Engineering and Technology

DOI: 10.3389/fphy.2026.1758206
Link: https://www.frontiersin.org/journals/physics/articles/10.3389/fphy.2026.1758206/full

(Open access under CC BY license; abstract currently live, full formatted version in final production as of March 2026.)

---

Authorship & Origin

Tensor P2 and the broader Quantum Time-Energy Theory (QTET) framework were originally developed by Destiny Machwaya beginning in 2015 and have been continuously refined and tested since.

This repository represents the official open-source release of the Tensor P2 kernel implementation corresponding to the published work.

---

Purpose

This release is intended to:

• Enable independent replication and validation
• Support benchmarking across quantum simulation environments
• Provide a reference implementation for further research and exploration

Observed results include:

• 0.00% measured entropy leakage
• Stable coherence lock across execution runs

---

Open Source Scope

This repository includes:

• The fixed Tensor P2 kernel implementation in Qiskit
• Simulation workflows and execution patterns
• Reproducible experimental baselines

---

Attribution Requirement

Use of this work in research, publications, or derivative implementations must include proper citation of:

• The associated publication
• The original authorship of Tensor P2 and QTET

---

License

This project is released under the Apache 2.0 License.

---

Citation

If you use this repository, please cite:

Machwaya, D. (2026).
Hardware Demonstration of a Fixed Tensor P2 Kernel…
DOI: 10.3389/fphy.2026.1758206

---