Postdoctoral Position: Advancing 2D Material Synthesis with AI-Driven Techniques

2 settimane fa


Pisa, Toscana, Italia Istituto Italiano di Tecnologia A tempo pieno
Project Overview:

As a research scientist at Istituto Italiano di Tecnologia, you will be part of an interdisciplinary team working on a cutting-edge project that combines artificial neural networks and evolutionary reinforcement learning to optimize the growth of 2D homo/heterostructures.

This innovative approach aims to steer the growth process towards specific crystal phases, unlocking new opportunities in materials science and paving the way for novel applications in electronics, photonics, and beyond.

Your Role:

You will work closely with the artificial intelligence development team to ensure the successful implementation of the artificial neural network for the specific growth target.

Responsibilities include:

  1. Interface with the AI development team to implement the artificial neural network.
  2. Conduct chemical vapor deposition growth of the selected 2D material, adhering to experimental protocols and safety guidelines.
  3. Perform sample preparation, including cleaning and fabrication in the cleanroom environment, ensuring sample quality and consistency.
  4. Conduct sample characterization using techniques such as Atomic Force Microscopy (AFM) and Raman spectroscopy to assess material properties.
  5. Perform data analysis to extract meaningful insights from experimental data.

Requirements:

To be eligible for this position, you must have a Ph.D. in Physics, Chemistry, Material Science, Electrical Engineering, Materials Engineering, or a related field.

Strong experimental skills, a strong publication record, and excellent communication skills are essential.

Previous experience in 2D materials growth and artificial neural networks is highly valued.

What We Offer:

We provide a competitive salary package, private health care coverage, and a wide range of staff discounts.

We offer a dynamic and inclusive work environment, where you can contribute to cutting-edge research and collaborate with international experts.

About Istituto Italiano di Tecnologia:

We are a research institute that aims to develop human-centered science and technology to tackle some of the most pressing societal challenges.

Our interdisciplinary teams work to create innovative solutions and transfer them to the production system and society.

We are committed to our values of integrity, courage, societal responsibility, and inclusivity.



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