Post doc position in Enhancing 2D Material Growth with Artificial Neural Networks (NeuroMatGrow – FAIR Project)

Contratto: Post doc
Previsione stipendio medio: €2500-3000 al mese
Esperienza: Esperienza in sintesi chimica e materiali
Titolo di studio: Titolo di studio avanzato in chimica o fisica

Description Project: “ Future Artificial Intelligence Research (hereafter FAIR)”, CUP J53C..., ammesso a finanziamento dal MUR con Decreto Direttoriale di concessione delle agevolazioni n. 1555 del 11 ottobre 2022, in risposta all’ Avviso N. 341 del 15/03/2022 che dà attuazione all’ Investimento 1. 3 – Creazione di “ Partenariati estesi alle università, ai centri di ricerca, alle aziende per il finanziamento di progetti di ricerca di base” – nell’ambito della Missione 4 “ Istruzione e ricerca”, Componente 2 “ Dalla ricerca all’impresa” del Piano Nazionale di Ripresa e Resilienza Commitment & contract: post doc Location: Pisa CNI@NESTTHE PROJECT In this cutting-edge project, we are harnessing the power of artificial neural networks and evolutionary reinforcement learning to revolutionize the growth of 2D homo/heterostructures with pinpoint precision.
Our goal is to optimize the growth process by steering it towards specific crystal phases, unlocking new opportunities in materials science.
By combining advanced AI techniques with materials synthesis, we are pushing the boundaries of control and predictability in 2D material engineering, paving the way for novel applications in electronics, photonics, and beyond.
WHO WE ARE At IIT we work 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.
YOUR TEAM You will be working in a multicultural and multi-disciplinary group, where physicists, chemists, surface scientists, electrical and biomedical engineers collaborate, each with their own expertise, to carry out common research in tight collaboration with industrial partners.
The mission of 2D Materials Engineering is to synthesize, investigate, and tailor two-dimensional materials and their heterostructures with the goal of enabling next generation photonic, electronic, biomedical and quantum devices.
To this end, we cover the whole path: from the design of novel materials, displaying unprecedent electronic, optical and magnetic properties, to their implementation in real-world applications and industrial production lines.
Within the team, your main responsibilities will be: Interface with the artificial intelligence development team of spoke 10 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.
WHAT WOULD MAKE YOU SHINE Eligible applicants must have a Ph.
D. in Physics, Chemistry, Material Science, Electrical Engineering, Materials Engineering or related fields.
Strong experimental skillsA 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 EXTRA AWESOME Previous experience in 2D materials growth will be highly evaluated.
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 COMPENSATION & BENEFITS Competitive salary package for international standards Private health care coverage Wide range of staff discounts WHAT’S IN FOR YOU? An equal, inclusive and multicultural environment ready to welcome you with open arms.
We like contamination and encourage you to mingle and discover what other people are up to in our labs! If you are a startupper or a business-minded person, you will find some exceptionally gifted professionals ready to nurture and guide your attitude and aspirations.
If you want your work to have a real impact, in IIT you will find an innovative and stimulating culture that drives our mission to contribute to the improvement and well-being of society! We stick to our values! Integrity, courage, societal responsibility and inclusivity are the values we believe in! They define us and our actions in our everyday life.
They guide us to accomplish IIT mission! If you feel this tickles your appetite for change, do not hesitate and apply