Does Transformative Preprocessing Trigger Accelerated Phase Transition in Complex Systems?

We frame NP problems not as targets for mere statistical cleaning but for transformative reinterpretation prior to solving. To illustrate this idea, we present three representative preprocessing methods: Fourier-Guided Preprocessing (FGP), Laplace-Gui

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Publication Details

Published
2025-09-19
DOI
https://doi.org/10.36227/techrxiv.175825896.66894750/v1
Primary Topic
Advanced Thermodynamics and Statistical Mechanics
Type
article
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article

Does Transformative Preprocessing Trigger Accelerated Phase Transition in Complex Systems?

KH Yoon
Advanced Thermodynamics and Statistical Mechanics
article

Does Transformative Preprocessing Trigger Accelerated Phase Transition in Complex Systems?

KH Yoon
article en

Abstract

We frame NP problems not as targets for mere statistical cleaning but for transformative reinterpretation prior to solving. To illustrate this idea, we present three representative preprocessing methods: Fourier-Guided Preprocessing (FGP), Laplace-Gui

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Advanced Thermodynamics and Statistical Mechanics
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Does Transformative Preprocessing Trigger Accelerated Phase Transition in Complex Systems? — KH Yoon · (2025) | TGRS Research Map | TGRS