Postdoctoral Researcher in 2D Material Growth with Artificial Neural Networks

3 settimane fa


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

We are seeking a highly motivated Postdoctoral Researcher to join our team at Istituto Italiano di Tecnologia (IIT) in Pisa, Italy. The successful candidate will work on a cutting-edge project that combines artificial neural networks and evolutionary reinforcement learning to revolutionize the growth of 2D homo/heterostructures.

Responsibilities
  • Interface with the artificial intelligence development team to ensure successful implementation of the artificial neural network for the specific growth target.
  • Conduct chemical vapor deposition growth of the selected 2D material, adhering to experimental protocols and safety guidelines.
  • Perform sample preparation, including cleaning and fabrication in the cleanroom environment, ensuring sample quality and consistency.
  • Conduct sample characterization using techniques such as Atomic Force Microscopy (AFM) and Raman spectroscopy to assess material properties.
  • Perform data analysis to extract meaningful insights from experimental data.
Requirements
  • Ph.D. in Physics, Chemistry, Material Science, Electrical Engineering, Materials Engineering or related fields.
  • Strong experimental skills.
  • A strong publication record.
  • The ability to properly report, organize and publish research data.
  • Creativity and marked enthusiasm for research is mandatory.
  • Excellent command in spoken and written English.
Preferred Qualifications
  • Previous experience in 2D materials growth.
  • Experience on artificial neural networks and machine learning.
  • Cleanroom experience.
  • Good communication skills.
  • Strong problem-solving attitude.
  • High motivation to learn.
  • Spirit of innovation and creativity.
  • Good in time and priority management.
  • Ability to work in a challenging and international environment.
  • Ability to work independently and collaboratively in a highly interdisciplinary environment.
What We Offer
  • Competitive salary package for international standards.
  • Private health care coverage.
  • Wide range of staff discounts.
About IIT

Istituto Italiano di Tecnologia (IIT) is a research institute that works enthusiastically to develop human-centered Science and Technology to tackle some of the most pressing societal challenges of our times and transfer these technologies to the production system and society. Our Genoa headquarter is strictly inter-connected with our 11 centers around Italy and two outer-stations based in the US for a truly interdisciplinary experience.



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