Postdoc: Cell Morphodynamics & Collective Dynamics (Milan)

Human Technopole; Milano; In loco; EUR 39.000 - 47.000; Tempo pieno

Vantaggi offerti da questo lavoro

Relocation support

International campus

Flexible working

Competitive welfare

Descrizione del lavoro

Human Technopole in Milan invites applications for a postdoctoral researcher to study how individual cell morphodynamics couples to topology and cellular state in cell collectives. You will analyze large imaging datasets from in vitro aggregates and tissues and develop a multimodal analysis framework to represent collective dynamics as a low-dimensional stochastic system.

Working closely with experimental partners, the new lab member will combine data analysis with theoretical physics to

Competenze

• PhD in (theoretical) physics, applied mathematics, computer science, engineering, data science or other relevant discipline.
• Experience in computational modelling of biological many-body systems (molecules, cells, tissues).
• Experience in MATLAB/Python or other scientific programming languages.

Mansioni

• Analyse large imaging datasets of cell collectives and tissues.
• Develop a multimodal analysis framework to represent collective cell dynamics as a low-dimensional stochastic system.
• Distinguish intrinsic from extrinsic contributions to morphodynamics and broaden understanding of collective behaviour.
• Collaborate with experimental partners to integrate data analysis with theoretical physics.

Conoscenze

Computational modelling

Programming (MATLAB/Python)

Formazione

PhD in physics / math / CS / engineering / data science

Strumenti

MATLAB

Python

Descrizione del lavoro

Human Technopole in Milan invites applications for a postdoctoral researcher to study how individual cell morphodynamics couples to topology and cellular state in cell collectives. You will analyze large imaging datasets from in vitro aggregates and tissues and develop a multimodal analysis framework to represent collective dynamics as a low-dimensional stochastic system.

Working closely with experimental partners, the new lab member will combine data analysis with theoretical physics to