Aug 2026· Zenodo (CERN European Organization for Nuclear Research)
Abstract
This paper explores the application of geometric analysis to the study of non-linear diffusion processes. Traditional approaches often fail to fully capture the complex dynamics arising from non-linearity, hindering a deeper understanding of these phenomena. We introduce a novel technique that leverages curvature, symmetry, and geometric transformations to model and analyze diffusion, offering a robust framework for investigating the underlying mechanisms and potentially unlocking new insights into their behavior. The core focus is on establishing a mathematical foundation for analyzing these processes using geometric tools, providing a means to quantitatively assess the rate of change and identify key parameters. The paper details the methodology, presents preliminary results demonstrating the effectiveness of the technique, and concludes with a discussion of future research directions.
The results are packaged in the Greenfield Startup Model (GSM), which explains the priority of startups to release the product as quickly as possible, and the need to shorten time-to-market, by speeding up the development through low-precision engineering activities.
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