The quest for high-temperature superconductivity has long revolved around exotic materials, yet r... more The quest for high-temperature superconductivity has long revolved around exotic materials, yet recent advances in topological quantum matter suggest a new design principle: coherence through topology. In this study, we develop a universal, data-driven scaling law that predicts the superconducting transition temperature (Tc) in SFIT-XSM systems-superconductors built on knotmodulated coherence fields. Using large-scale simulations of nine distinct topological configurations, we extract topological (⟨Lk⟩, Length(K)), energetic (Δ), and coherence threshold (Φ₀) parameters and train symbolic regression models to fit Tc. The resulting formula reveals that optimal superconductivity emerges not from maximal linking, but from a Goldilocks regime of moderate entanglement and strong yet delocalized pairing. A negative Δ•ODLRO term highlights a key finding: overly concentrated pairing can inhibit global phase coherence. The final model achieves R² = 0.87 across all systems and offers a new lens for designing robust, high-Tc superconductors through geometrically tunable fields.
This technical note addresses and refutes a series of recent misappropriations and distortions of... more This technical note addresses and refutes a series of recent misappropriations and distortions of the SFIT-XSM framework found in non-peer-reviewed speculative publications, particularly a paper titled "The Theory of Creation: Geometric Unification of Field Dynamics and Quantum Spin Topology" (Stallworth et al., 2025), published via Academia.edu. This document outlines the foundational principles of SFIT-XSM, its mathematically rigorous derivations, and testable predictions, and contrasts them against the nonrigorous, derivative reinterpretations that appear to rebrand core SFIT insights without acknowledgment or conceptual integrity. We reassert the authorship of key concepts involving scalar-phase fields, Möbius and braid-based spin structures, entropy-driven decoherence collapse, and quantum topological emergence, and offer both a historical timeline and formal definitions to distinguish legitimate SFIT development from recent distortions.
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