The Quantitative Life Sciences (QLS) Section of the Abdus Salam International Centre for Theoretical Physics (ICTP) seeks applications from outstanding scientists of any nationality with a strong research record for one postdoctoral position to start in December 2025.
The position is linked to the project “Decoding the evolution of anticipation and decision making in uncertain environments”, funded by the Human Frontiers Science program. This international project involves three laboratories with expertise in microbial ecology (Dal Bello, Yale, USA), single-cell analyses (McGlynn, ELSI, Japan), and theoretical biology (Grilli, ICTP, Italy). By combining evolutionary experiments, physiological assays and mathematical modeling, we aim to understand how microbes "learn" and anticipate environmental changes, a crucial ability for their survival.
ICTP is a UNESCO Category 1 Institute supporting science and education in the developing world. It promotes worldwide initiatives for the career development of Women in Science. The QLS section provides a unique international research environment for postdoctoral fellows with about 15 group members, an intense program of workshops and conferences, as well as close collaborations with local and international institutions.
The postdoc will be responsible for the quantitative analysis and theoretical modeling that integrates the experimental data. They will analyze the population-level and single-cell experimental results to quantify adaptation and the relative role of phenotypic heterogeneity in variable environments. This will involve applying and extending existing frameworks of evolutionary dynamics and resource allocation to interpret experimental outcomes in terms of proteome partitioning and pre-allocation strategies. This postdoc's role is central to developing the theoretical understanding of microbial learning and anticipation.
Quantitative Life Sciences
Coordinator: Matteo Marsili
Courses for the academic year 2024-2025
I Term (September 2024 - February 2025)
- Probability and Information Theory (QLS-PIT) M. Marsili (44 h) Course starts on Monday 9 Sept. 2024 EXAM on 17 Jan 2025
- Statistical Mechanics (QLS-SM) D. Das (14 lectures of 1.5 h each = 21 h) Course starts on Thursday 12 Sept. EXAM on 11 Nov 2024
- Biophysics (QLS-BIO) E. Roldan (28 lectures of 1.5 h each = 42 h) Course starts on Tuesday 8 Oct. 2024. EXAM on 10 February 2025
- Ecology and Evolution (QLS-EE) J. Grilli (27 lectures of 2 h each = 54 h) Course starts on Wednesday 2 Oct. 2024 EXAM on 29 January 2025
- Numerical Methods in Python (QLS-PYT) W. Shoemaker, O. Mazzarisi, D. Princepe (6 lectures of 2 h each = 12 h) Course starts on Monday 16 Sept.2024. EXAM on 14 Oct 2024
- Mathematical Methods (QLS-MM) F. Camilli (8 lectures of 2 h each = 12 h) Course starts on Wednesday 18 Sept. EXAM on 30 Oct 2024
II Term (February 2025 - in progress)
- Spring College on the Physics of Complex Systems (60 h) - smr 4056 from on 17 Feb to 14 March 2025
- Supervised Machine Learning (QLS-SML) J. Barbier (15 lectures of 1.5 h each = 22.5h) course starts on Thursday 8 Jan 2025 EXAM on 1 April 2025
- Reinforcement learning (QLS-RL) A. Celani (21 lectures of 2 h each = 42 h) course starts on 17 March 2025 EXAM: TBC
- Introdution to Neuroscience (QLS-NEU) A. Treves and A. Ingrosso (12 lectures of 2 h each = 24 h) Course starts on 22 April 2025 EXAM: TBC
- Introduction to Mathematical Economics (QLS-MEC) M. Marsili (6 lectures of 2 h each = 12 h) Course starts on 9 April 2025 EXAM: TBC
Tutors:
- Mauro Pastore (for MM)
- Minh-Toan Nguyen (for SML)
We seek a researcher with a background in Physics, Applied Math or related field and strong motivation toward biological questions. Expertise in Quantitative Microbial Physiology and/or Evolutionary Dynamics is particularly valued.
Candidates from underrepresented groups are particularly encouraged to apply.
The appointment will be made for two years, with the possibility of renewal for one additional year. The net monthly salary ranges between 2100–2,700 EUR depending on seniority. Benefits include private health insurance, pension contribution, special allowances for family members (if applicable), and competitive travel funds.
Applications must be submitted on-line at: https://e-applications.ictp.it/applicant/login/4176
Applications should include a cover letter, an updated and signed Curriculum Vitae, with full list of publications, a statement of research interests, and two (or more) letters of recommendation, Incomplete applications will not be considered.
Expressions of interest are welcome.
Additional information about the group can be found at:
https://jacopogrilli.github.io/
Additional information about the project are available at:
https://www.dalbellolab.com/hfsp-project
For additional enquiries and expressions of interest, please contact: qls@ictp.it