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Signaling and Communication in Petri Dishes: Mathematical and Experimental Analysis

Memorial University Department of Electrical and Computer Engineering
✓ Fully Funded ⏰ Closing Soon 🎓 Biophysics 🎓 Computer Engineering 🎓 Electrical Engineering signal processing cell biology biophysics mathematical modeling molecular communication petri dishes simulations experimental protocols

Explore molecular signaling in Petri dishes by developing and validating mathematical and experimental methods. Join an interdisciplinary lab to deepen understanding of cell communication through theory and multi-scale simulations.

AI-generated overview

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Why This Research Matters

This research advances understanding of molecular signaling in biological environments widely used in labs, such as Petri dishes. Improved models and experimental protocols can lead to better comprehension of cellular communication, impacting biomedical and biological research by aiding in the development of therapies that enhance or inhibit cellular interactions for health benefits.

Biophysical signal propagation molecular communication

Project Description

Project Overview

The BioPhyComm Lab focuses on understanding how molecules propagate through Petri dishes. This research aims to create theoretical, simulated, and experimental models of molecular communication within agar plates typically used in biological research. Despite widespread use in biology, molecular propagation in these environments remains poorly characterized, and there are no established mathematical models.

What You Will Do

You will develop rigorous mathematical models describing signal propagation of molecules in Petri dishes and design experimental protocols to validate these models. Additionally, you will utilize multi-scale simulations to verify the experimental and theoretical results, advancing the foundational understanding of molecular signaling relevant to cells such as bacteria and fungi.

Expected Outcomes

The project will produce validated mathematical models of molecular signaling in agar plates, expanding knowledge of cellular communication at microscale. The outcomes will have applications in biomedical research, contributing to strategies that promote healthy cellular communication or inhibit harmful signaling.

Why This Matters

This research addresses a critical gap in the understanding of how biological signaling molecules propagate in common experimental environments. Insights gained will support advances in biology and medicine by improving experimental design and interpretation relating to cellular communication, with implications for disease and health management.

Entry Requirements

Candidates should have or be near completion of a Master's degree in Engineering (Biomedical, Electrical, Computer), Science (Biophysics, Biochemistry), or a closely related discipline. Exceptional candidates from other backgrounds with strong academic records may be considered. Admission requirements of Memorial University's School of Graduate Studies must be met. Desired skills include biophysics, cell biology, signal processing, mathematical modeling, programming, random processes, and fluid transport.

How to Apply

Submit a single PDF including a cover letter with research interests statement, CV, academic transcript(s) (unofficial accepted), and writing sample (preferably peer-reviewed). For informal inquiries or more information email jdam.noel@mun.ca. Apply by May 22, 2026 for guaranteed consideration.

Eligibility

UK/Home
EU
International

Supervisor Profile

DA
Dr. Adam Noel
Memorial University, Department of Electrical and Computer Engineering

Dr. Adam Noel is a researcher specializing in biophysical signal propagation, cellular signal processing, and molecular communication engineering. His BioPhyComm Lab focuses on the study of how cells use molecules for communication, combining communications theory and signal processing tools to understand microscale biophysical processes. He is affiliated with Memorial University's Department of Electrical and Computer Engineering.

Key Publications

2019 440 citations
Channel Modeling for Diffusive Molecular Communication--A Tutorial Review
2014 329 citations
Improving Receiver Performance of Diffusive Molecular Communication With Enzymes
2014 269 citations
Optimal receiver design for diffusive molecular communication with flow and additive noise
2021 178 citations
Applications of liquid crystals in biosensing
2016 133 citations
Modeling and Simulation of Molecular Communication Systems With a Reversible Adsorption Receiver

Research Contributions

Developed models and analyses for diffusive molecular communication channels and receivers.
These models enable improved design and performance of nanoscale communication systems relevant in biotechnology and nanonetworks.
Studied the use of enzymes and reversible adsorption in molecular receivers to improve detection accuracy.
This contributes to more reliable molecular communication which is critical for biosensing and medical diagnostics.
Explored applications of liquid crystals in biosensing technologies.
This research advances biosensor design with potential applications in healthcare and environmental monitoring.

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