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Scientists in ICTP's Quantitative Life Sciences section publish their research in some of the world's most prestigious journals; for the latest publications, see below.

Journal article
2024
The decimation scheme for symmetric matrix factorization
Journal of Physics A: Mathematical and Theoretical (2024)
Francesco Camilli | Marc Mézard
Preprint
2024
Nuclear compensatory evolution driven by mito-nuclear incompatibilities
Débora Princepe | Marcus A. M. de Aguiar
Book
2024
Facets of Noise
Springer International Publishing (2024)
Debraj Das | Shamik Gupta
Journal article
2024
Simplicity science
Indian Journal of Physics (2024)
Matteo Marsili
Journal article
2023
Matrix factorization with neural networks
Physical Review E (2023)
Francesco Camilli | Marc Mézard
Preprint
2023
The Decimation Scheme for Symmetric Matrix Factorization
Francesco Camilli | Marc Mézard
Book
2023
Lezioni di meccanica elementare e oltre
Francesco Camilli
Preprint
2023
Fundamental limits of overparametrized shallow neural networks for supervised learning
Francesco Camilli | Daria Tieplova | Jean Barbier
Preprint
2023
Central limit theorem for the overlaps on the Nishimori line
Francesco Camilli | Pierluigi Contucci | Emanuele Mingione
Journal article
2023
The Onset of Parisi’s Complexity in a Mismatched Inference Problem
Entropy (2023)
Francesco Camilli | Pierluigi Contucci | EMANUELE MINGIONE
Journal article
2023
Fundamental limits in structured principal component analysis and how to reach them
Proceedings of the National Academy of Sciences (2023)
Jean Barbier | Francesco Camilli | Marco Mondelli | Manuel Sáenz
Preprint
2023
Multi-target search in bounded and heterogeneous environments: a lattice random walk perspective
Luca Giuggioli | Seeralan Sarvaharman | Debraj Das | Daniel Marris | Toby Kay

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All publications
Journal article
2023
Dynamics of lattice random walk within regions composed of different media and interfaces
Journal of Statistical Mechanics: Theory and Experiment (2023)
Debraj Das | Luca Giuggioli
Journal article
2022
An inference problem in a mismatched setting: a spin-glass model with Mattis interaction
SciPost Physics (2022)
Francesco Camilli
Preprint
2022
Bayes-optimal limits in structured PCA, and how to reach them
Jean Barbier | Francesco Camilli | Marco Mondelli | Manuel Saenz
Preprint
2022
Matrix factorization with neural networks
Francesco Camilli | Marc Mézard
Preprint
2022
Martingales for physicists: A treatise on stochastic thermodynamics and beyond
Édgar Roldán | Izaak Neri | Raphael Chetrite | Shamik Gupta | Simone Pigolotti | Frank Jülicher | Ken Sekimoto
Journal article
2022
Seed banks alter the molecular evolutionary dynamics of <i>Bacillus subtilis</i>
Genetics (2022)
William R. Shoemaker | Evgeniya Polezhaeva | Kenzie B Givens | Jay T. Lennon
Journal article
2022
An experimental test of disease resistance function in the skin-associated bacterial communities of three tropical amphibian species
FEMS Microbiology Ecology (2022)
Myra Hughey | Eria A Rebollar | Reid N Harris | Roberto Ibáñez | Stephen C Loftus | Leanna L House | Kevin P C Minbiole | Molly C Bletz | Daniel Medina | William R. Shoemaker | Meredith C Swartwout | Lisa K Belden
Journal article
2022
Predicting Parallelism and Quantifying Divergence in Microbial Evolution Experiments
mSphere (2022)
William R. Shoemaker | Jay T. Lennon
Journal article
2022
Comparative Population Genetics in the Human Gut Microbiome
Genome Biology and Evolution (2022)
William R. Shoemaker | Daisy Chen | Nandita R Garud
Preprint
2022
Martingales for Physicists
Édgar Roldán | Izaak Neri | Raphael Chetrite | Shamik Gupta | Simone Pigolotti | Frank Jülicher | Ken Sekimoto
Preprint
2022
Stochastic resets in the context of a tight-binding chain driven by an oscillating field
Sushanta Dattagupta | Debraj Das | Shamik Gupta
Preprint
2022
Dynamics of lattice random walk within regions composed of different media and interfaces
Debraj Das | Luca Giuggioli
Preprint
2022
Discrete space-time resetting model: Application to first-passage and transmission statistics
Debraj Das | Luca Giuggioli
Journal article
2022
Diversity patterns and speciation processes in a two-island system with continuous migration
ArXiv (2022)
Princepe, Debora | Czarnobai, Simone | M. Pradella, Thiago | A. Caetano, Rodrigo | M. D. Marquitti, Flavia | A. M. de Aguiar, Marcus | B. L. Araujo, Sabrina
Journal article
2022
Mito-nuclear selection induces a trade-off between species ecological dominance and evolutionary lifespan
Nature Ecology & Evolution (2022)
Débora Princepe | Marcus A. M. de Aguiar | Joshua B. Plotkin
Preprint
2022
Diversity patterns and speciation processes in a two-island system with continuous migration
Débora Princepe | Simone Czarnobai | Thiago M. Pradella | Rodrigo A. Caetano | Flavia M. D. Marquitti | Marcus A. M. de Aguiar | Sabrina B. L. Araujo
Journal article
2022
Diversity patterns and speciation processes in a two‐island system with continuous migration
Evolution (2022)
Débora Princepe | Simone Czarnobai | Thiago M. Pradella | Rodrigo A. Caetano | Flavia M. D. Marquitti | Marcus A. M. de Aguiar | Sabrina B. L. Araujo
Journal article
2022
Reinforcement learning for pursuit and evasion of microswimmers at low Reynolds number
Physical Review Fluids (2022)
Borra, F. | Biferale, L. | Cencini, M. | Celani, A.
Journal article
2022
Sticky Issues in Turbulent Transport
Annales Henri Poincare (2022)
Celani, A. | Reddy, G. | Vergassola, M.
Journal article
2022
Discrete space-time resetting model: application to first-passage and transmission statistics
Journal of Physics A: Mathematical and Theoretical (2022)
Debraj Das | Luca Giuggioli
Journal article
2022
Stochastic resets in the context of a tight-binding chain driven by an oscillating field
Journal of Statistical Mechanics: Theory and Experiment (2022)
Sushanta Dattagupta | Debraj Das | Shamik Gupta
Journal article
2022
Quantum unitary evolution interspersed with repeated non-unitary interactions at random times: the method of stochastic Liouville equation, and two examples of interactions in the context of a tight-binding chain
Journal of Statistical Mechanics: Theory and Experiment (2022)
Debraj Das | Sushanta Dattagupta | Shamik Gupta
Journal article
2022
Quantum random walk and tight-binding model subject to projective measurements at random times
Journal of Statistical Mechanics: Theory and Experiment (2022)
Debraj Das | Shamik Gupta
Preprint
2022
Optimizing Airborne Wind Energy with Reinforcement Learning
The European Physical Journal E (2022)
N. Orzan | C. Leone | A. Mazzolini | J. Oyero | A. Celani
Journal article
2022
A random energy approach to deep learning
Journal of Statistical Mechanics: Theory and Experiment (2022)
Xie, R. | Marsili, M.
Journal article
2022
Quantifying relevance in learning and inference
Physics Reports (2022)
Marsili, M. | Roudi, Y.
Preprint
2022
Data-driven emergence of convolutional structure in neural networks
Alessandro Ingrosso | Sebastian Goldt
Journal article
2022
Input correlations impede suppression of chaos and learning in balanced firing-rate networks
PLOS Computational Biology (2022)
Rainer Engelken | Alessandro Ingrosso | Ramin Khajeh | Sven Goedeke | L. F. Abbott
Journal article
2022
Data-driven emergence of convolutional structure in neural networks
Proceedings of the National Academy of Sciences (2022)
Alessandro Ingrosso | Sebastian Goldt
Journal article
2022
What to Learn from a Few Visible Transitions’ Statistics?
Physical Review X (2022)
Pedro E. Harunari | Annwesha Dutta | Matteo Polettini | Édgar Roldán

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