Conception de circuits biologiques distribués

Biological circuits often suffer from high noise and high cellular burden that can lead to cell death. In this thesis, we explore distributed biological circuit design to present solutions for biological computations in high-noise environments. We first designed a new language oriented to the distributed circuit design, solving the limitations of previously existing tools. Secondly, we presented a distributed algorithm for distributed biological circuits that coordinates a population of cells to find an analyte of interest resistant to noise. The algorithm is more sensitive than the state-of-the-art individual cell algorithms. Finally, we provide a new algorithm to validate the previous algorithm using quasi-stationary distributions in a stochastic model instead of our initially used deterministic ordinary differential equation model.

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Publication Details

Journal
SPIRE - Sciences Po Institutional REpository
Published
2024-10-01
Primary Topic
Magnetic confinement fusion research
Type
article
Field-Weighted Citation Impact
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article

Conception de circuits biologiques distribués

SPIRE - Sciences Po Institutional REpository
Magnetic confinement fusion research
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Conception de circuits biologiques distribués

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Abstract

Biological circuits often suffer from high noise and high cellular burden that can lead to cell death. In this thesis, we explore distributed biological circuit design to present solutions for biological computations in high-noise environments. We first designed a new language oriented to the distributed circuit design, solving the limitations of previously existing tools. Secondly, we presented a distributed algorithm for distributed biological circuits that coordinates a population of cells to find an analyte of interest resistant to noise. The algorithm is more sensitive than the state-of-the-art individual cell algorithms. Finally, we provide a new algorithm to validate the previous algorithm using quasi-stationary distributions in a stochastic model instead of our initially used deterministic ordinary differential equation model.

SPIRE - Sciences Po Institutional REpository
Laboratoire Interdisciplinaire de Physique (FR), Laboratoire Interdisciplinaire des Sciences du Numérique (FR), Laboratoire Méthodes Formelles (FR)
Openalex Percentile: Top 26%
Magnetic confinement fusion research
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Conception de circuits biologiques distribués · SPIRE - Sciences Po Institutional REpository (2024) | TGRS Research Map | TGRS