ICBMS-3d.FAB, CNRS – University of Lyon
Just Landed
Posted Yesterday
Postdoc in Physics-Informed Neural Networks for Cognitive Additive Manufacturing ICBMS-3d.FAB research group, CNRS / Université Claude Bernard Lyon 1 in France
Degree Level
Postdoc
Field of study
Computer Science
Funding
18-month postdoctoral position with salary depending on experience.
Country
France
University
ICBMS-3d.FAB, CNRS – University of Lyon

How do I apply for this?
Sign in for free to reveal details, requirements, and source links.
Apply for this position
Keywords
Suggested positions
About this position
Postdoc opportunity at ICBMS-3d.FAB (CNRS / Université Claude Bernard Lyon 1) in Villeurbanne (Lyon), France.
The project focuses on developing a physics-informed neural network (PINN) model for cognitive additive manufacturing, combining experimental data, process monitoring, and numerical simulation. The work includes designing PINNs that integrate rheology, granular physics, and robotic kinematics, and contributing to an AI-driven cognitive slicer and digital twin for the Dynamic Molding process.
The postdoc will collaborate with industrial partners and a dedicated data scientist. Strong skills in Python, PyTorch or TensorFlow, and physics-based simulation are required. Experience with PINNs and knowledge of additive manufacturing or robotics are a plus.
Eligibility: applicants should hold a PhD in AI / Machine Learning / Computational Physics / Applied Mathematics or a related field.
Duration and funding: 18 months, with salary depending on experience.
How to apply: send a resume and cover letter to [email protected] and [email protected].
Funding details
18-month postdoctoral position with salary depending on experience.
What's required
PhD in AI, Machine Learning, Computational Physics, Applied Mathematics, or a related field. Strong experience with deep learning frameworks such as PyTorch or TensorFlow, physics-based simulation, and Python is required. PINN experience and knowledge of additive manufacturing or robotics are considered a plus.
How to apply
Send a resume and cover letter by email to [email protected] and [email protected].
More information can be found here
Ask ApplyKite AI

How do I apply for this?
Sign in for free to reveal details, requirements, and source links.