Post-Doctoral position "Physics-informed machine learning" Project: "Future Artificial Intelligence Research (hereafter FAIR)", CUP J53C22003010006, funded by MUR.
Commitment & contract: post-doc – up to 2 years
Location: Genova – CHT – Via E. Melen 83
ABOUT US At IIT, we work to develop human-centered Science and Technology to tackle societal challenges and transfer these technologies to the production system and society.
YOUR TEAM You will be working in a multicultural and multi-disciplinary group of computational scientists collaborating on common research.
The position is in the Computational mOdelling of NanosCalE and bioPhysical sysTems – (CONCEPT) Research Line coordinated by Dr. Walter Rocchia.
The research focuses on finding predictive, machine-learning-enabled methods to accelerate the solution of specific partial differential equations.
Your main responsibilities will be: Identify useful machine learning approaches to reach the goals. Perform a feasibility study to estimate the most effective approach. Collaborate with ongoing efforts to implement this approach. ESSENTIAL REQUIREMENTS A PhD in Physics, Engineering, Computer Science, Applied Mathematics, Chemistry, or similar disciplines. Documented experience in machine learning and/or biophysical modeling. Strong publication record. Ability to report, organize and publish research data. Experience in coaching junior scientists. Good command of spoken and written English. Proven programming capabilities. ADDITIONAL SKILLS Experience in solving partial differential equations, FEM, and similar methods. Knowledge of modeling biological systems at the molecular level. Good communication skills. Strong problem-solving attitude and motivation to learn. Ability to work independently and collaboratively in a highly interdisciplinary environment. COMPENSATION PACKAGE Competitive salary package for international standards. Private health care coverage (depending on role and contract). Wide range of staff discounts. Taxable income deductions for eligible candidates. WHAT'S IN IT FOR YOU? An inclusive and multicultural environment. Opportunities for personal and professional growth. Support with relocation paperwork. An innovative and stimulating culture. Commitment to integrity, courage, societal responsibility, and inclusivity. If you feel this opportunity excites you, do not hesitate to apply!
Please submit your application using the online form, including a detailed CV, university transcripts, cover letter, and contact details of 2 references. Application deadline: November 3rd, 2024
The Selection process will comply with Article 7 of the Funding Decree 1053 del 23.06.2022.
We inform you that the information provided will be used solely for evaluating and selecting professional profiles. Your data will be processed by Istituto Italiano di Tecnologia, in compliance with data protection rules.
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