87

Papers

4/4

Roadblocks Active

1

Connections

This Zenodo software deposit describes a 3-channel oscillator model using Kuramoto phase dynamics implemented in Rust with Python bindings. Its relevance to plasma disruption or ELM control is superficial — the scoring appears to reflect keyword overlap with oscillator-based control theory rather than any actual fusion application. Confidence in this work is low: no benchmarks, no experiments, and zero external users are documented.

██████████ 0.6 plasma-disruption Peer-reviewed

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This preprint introduces invented terminology ('Rationic Scaling Law', 'Equilibrion', 'Phase Alignment Lock') without grounding in established physics or empirical validation. Its marginal turbulence-modeling score reflects keyword proximity only; there is no mechanism connecting this framework to plasma turbulence. The work is not reproducible and cannot be independently tested or falsified.

██████████ 0.2 turbulence-modeling Peer-reviewed

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This appears to be a duplicate or near-identical version of the preceding Zenodo deposit, presenting the same self-coined framework with no new empirical or theoretical content. As with the prior version, its weak turbulence-modeling relevance score is attributable to keyword matching rather than genuine scientific contribution to plasma turbulence research.

██████████ 0.2 turbulence-modeling Peer-reviewed

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This condensed-matter theory work examines exotic gapless excitations in antiferromagnetic quantum spin chains under frustrated boundary conditions, finding that boundary frustration can substantially reshape the phase diagram. While quasiparticle theory is broadly relevant to plasma physics via analogous collective excitation frameworks, this paper addresses magnetic insulators, not plasma, and has no direct fusion application.

██████████ 0.1 Peer-reviewed

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This tutorial-style deposit documents six fermionic encoding schemes for compiling molecular electronic-structure problems onto quantum circuits, including qubit tapering via symmetry reduction. Quantum computing methods are increasingly explored for simulating fusion-relevant plasma Hamiltonians and nuclear structure calculations, but this work addresses molecular chemistry specifically and does not engage with fusion plasma or nuclear physics applications.

██████████ 0.1 Peer-reviewed

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This computational neuroscience study models how gap-junction coupling topology shapes synchronization in inhibitory neural networks, finding that weak electrical coupling can transiently destabilize collective oscillations. Synchronization dynamics in coupled oscillator networks have theoretical parallels to some plasma control problems, but this paper is firmly in neuroscience and has no demonstrated relevance to fusion.

██████████ 0.1 Peer-reviewed

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This speculative preprint proposes that reality is an evolving 21-dimensional information structure derived from topological constraints, claiming to reproduce 17 cosmological observables from mathematical constants alone. No methodology in this work connects to fusion plasma physics; it is included here only because it was ranked in the input and no higher-quality alternatives were available today.

██████████ 0.0 Peer-reviewed

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This self-deposited Zenodo thesis argues that time is generative and intrinsically linked to the speed of light, with irreversibility as a fundamental property. No scientific content is accessible beyond the metadata landing page, and no connection to fusion research exists. It appears in this list solely as a consequence of today's extremely poor pipeline yield.

██████████ 0.0 Peer-reviewed

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This preprint applies canonical quantization to a non-standard 'Time-Field Theory' scalar field, with the author retracting prior versions for containing circular reasoning and unjustified assumptions. The work has no connection to nuclear fusion physics; it is present here only because the day's pipeline produced no substantive fusion content.

██████████ 0.0 Peer-reviewed

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This purely theoretical preprint introduces a self-referential field theory framework built on invented constructs including an 'Omega-infinity boundary' and 'admissibility flow', with all cited prior works being self-citations. No empirical content, no code, and no connection to fusion plasma or reactor physics are present; this paper closes the required list of ten on an exceptionally sparse day.

██████████ 0.0 Peer-reviewed

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