QRES/CITATION.cff at main · CavinKrenik/QRES · GitHub

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cff-version: 1.2.0
message: "If you use QRES in academic work, please cite the software and relevant papers below."

title: "QRES: A Decentralized Operating System for Neural Swarms"
version: "v19.0.1"
doi: "10.5281/zenodo.18193905"
date-released: "2026-02-02"

authors:
  - family-names: Krenik
    given-names: Cavin
    orcid: "https://orcid.org/0009-0008-9183-1278"

abstract: >
  QRES is a decentralized operating system for neural swarms, designed for
  high-entropy edge environments. It introduces a "SwarmNeuron" architecture
  that enables nodes to autonomously detect entropy spikes and evolve predictive
  bytecodes. The system features a Persistent Evolution layer ("The Hippocampus"),
  allowing learned strategies to survive reboots via Lamarckian inheritance.
  Built on a purely deterministic no_std Rust core, QRES enables bit-perfect
  consensus without heavy cryptographic proofs.

keywords:
  - Neural Swarms
  - Edge OS
  - Deterministic Computing
  - Federated Learning
  - Byzantine Fault Tolerance
  - Lamarckian Evolution
  - Hybrid Architecture
  - Bit-Packing
  - Neural Residual Prediction
  - Internet of Things
  - Rust

license: MIT OR Apache-2.0

repository-code: "https://github.com/CavinKrenik/QRES"
url: "https://doi.org/10.5281/zenodo.18193905"

preferred-citation:
  type: software
  authors:
    - family-names: Krenik
      given-names: Cavin
      orcid: "https://orcid.org/0009-0008-9183-1278"
  title: "QRES: A Decentralized Operating System for Neural Swarms"
  year: 2026
  version: "v19.0.1"
  doi: "10.5281/zenodo.18193905"

references:
  - type: article
    authors:
      - family-names: Krenik
        given-names: Cavin
        orcid: "https://orcid.org/0009-0008-9183-1278"
    title: "Deterministic Byzantine Fault Tolerance for Resource-Constrained Edge Learning"
    year: 2026
    doi: "10.5281/zenodo.18446020"

  - type: article
    authors:
      - family-names: Krenik
        given-names: Cavin
        orcid: "https://orcid.org/0009-0008-9183-1278"
    title: "Deterministic Rematerialization: Convergent Evolution in Cloud Kernels and Edge Swarms"
    year: 2026
    doi: "10.5281/zenodo.18305656"