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Recent ECF and RAF Papers

Recent drafts and papers on coherence, non-equilibrium adaptive systems, and RAF network analysis.

June 15, 2026 · ECF / non-equilibrium systems

Coherence-Tilted Trajectory Ensembles for Adaptive Systems with Co-Evolving Constraints

A path-statistical framework for adaptive systems whose trajectories rewrite the constraints that govern future trajectories, with applications to spin glasses, biology, learning agents, and social systems.

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May 25, 2026 · ECF / spin-glass dynamics

Coherence-Guided Dynamics in a Spin-Glass Model Beyond Energy Minimization

A computational proof of concept showing how ECF can augment spin-glass dynamics with a sedimented memory field and incoherence-sensitive update rule.

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May 7, 2026 · RAF networks / gene regulation

Reflexive Autocatalytic Sets as a Framework for Identifying Critical Disruption Targets in Cancer Transcriptional Regulatory Networks

A RAF-based network approach to identifying structurally critical disruption targets in self-sustaining oncogenic transcriptional regulatory circuits.

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