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Politecnico di Torino

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Postdoctoral Researcher in Computational Fracture Mechanics and Multiphysics Modelling of Snow and Ice – ERC Advanced Grant FRAMEGLOW Politecnico di Torino in Italy

Degree Level

Postdoc

Field of study

Machine Learning

Funding

Available

Deadline

Oct 1, 2026

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Country

Italy

University

Politecnico di Torino

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Keywords

Machine Learning
Mechanical Engineering
Solid Mechanics
Computational Mechanics
Fracture Mechanics
Wave Propagation
Nonlinear Mechanics
High Performance Computing
Multiphysics Simulation
Ice Mechanics
Frictional Mechanics
Physics
Finite Element Analysi

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About this position

Politecnico di Torino is inviting applications for a postdoctoral research position in the ERC Advanced Grant project FRAMEGLOW, focused on the computational modelling of fracture, friction, instability, and wave propagation in snow and ice under changing environmental conditions.

The researcher will be based at the Department of Applied Science and Technology in the Physics area and will contribute to the development and application of numerical models for fracture mechanics, friction, wave propagation, and dynamic instabilities. The work includes building and implementing discrete and continuum mechanical models, simulating nonlinear and rate-dependent phenomena, analysing fracture initiation and propagation, and integrating numerical simulations with theoretical and experimental results. There is also scope for using data-driven or physics-based machine-learning approaches.

This opportunity is especially relevant for candidates with a strong background in solid mechanics, fracture mechanics, and computational mechanics. Strong scientific programming skills and proficiency in written and spoken English are required. Additional experience in nonlinear mechanics, discrete models, finite-element methods, friction, dynamic fracture, multiscale modelling, machine learning, or high-performance computing will be considered an advantage. Prior experience with snow or ice is welcome but not necessary.

The position is a full-time temporary postdoctoral role starting on 1 November 2026. The application deadline is 1 October 2026 at 12:00 (Europe/Rome). Applications should be submitted by email to [email protected]. The funding is linked to Horizon Europe - ERC through the FRAMEGLOW project.

Overall, this is a strong fit for researchers interested in computational physics, mechanical engineering, and multiscale modelling of fracture and instability processes in natural materials.

Funding details

Available

What's required

PhD or equivalent in a relevant field, with a strong background in solid mechanics, fracture mechanics, and computational mechanics. Good scientific programming skills and proficiency in written and spoken English are essential. Experience in nonlinear mechanics, discrete models, finite-element methods, friction, dynamic fracture, multiscale modelling, machine learning, or high-performance computing will be considered an advantage. Previous experience specifically related to snow or ice is helpful but not required. Research experience of 1 - 4 years is listed.

How to apply

Apply by email to [email protected]. Use the position title in the email subject and send your application materials directly to the contact address. The posting also provides a mailto link for applying.

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