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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Posts
portfolio
publications
Scaling and criticality in a phenomenological renormalization group
Published in Physical Review Research 2, 023144, 2020
Journal article
Recommended citation: Giorgio Nicoletti, Samir Suweis, and Amos Maritan. Scaling and criticality in a phenomenological renormalization group. Phys. Rev. Research 2, 023144 (2020). https://journals.aps.org/prresearch/abstract/10.1103/PhysRevResearch.2.023144
Neuronal Avalanches Across the Rat Somatosensory Barrel Cortex and the Effect of Single Whisker Stimulation
Published in Frontiers in Systems Neuroscience 15:709677, 2021
Journal article
Recommended citation: Benedetta Mariani, Giorgio Nicoletti, Marta Bisio, Marta Maschietto, Oboe Roberto, Alessandro Leparulo, Samir Suweis, Stefano Vassanelli. Neuronal Avalanches Across the Rat Somatosensory Barrel Cortex and the Effect of Single Whisker Stimulation. Front. Syst. Neurosci. 15:709677 (2021). https://doi.org/10.3389/fnsys.2021.709677
Mutual information disentangles interactions from changing environments
Published in Physical Review Letters 127, 228301 (2021), 2021
Journal article
Recommended citation: Giorgio Nicoletti, Daniel M. Busiello. Mutual information disentangles interactions from changing environments. Phys. Rev. Lett. 127, 228301 (2021). https://journals.aps.org/prl/abstract/10.1103/PhysRevLett.127.228301
Disentangling the critical signatures of neural activity
Published in Scientific Reports 12, 10770 (2022), 2022
Journal article
Recommended citation: Benedetta Mariani, Giorgio Nicoletti, Marta Bisio, Marta Maschietto, Stefano Vassanelli, Samir Suweis. Disentangling the critical signatures of neural activity. Sci. Rep. 12, 10770 (2022). https://www.nature.com/articles/s41598-022-13686-0
Criticality and network structure drive emergent oscillations in a stochastic whole-brain model
Published in Journal of Physics: Complexity 3 025010 (2022), 2022
Journal article
Recommended citation: Giacomo Barzon*, Giorgio Nicoletti*, Benedetta Mariani, Marco Formentin, Samir Suweis. Criticality and network structure drive emergent oscillations in a stochastic whole-brain model. J. Phys. Complex. 3 025010 (2022) (* equal contribution). https://iopscience.iop.org/article/10.1088/2632-072X/ac7a83
Information-driven transitions in projections of underdamped dynamics
Published in Physical Review E 106, 014118 (2022), 2022
Journal article
Recommended citation: Giorgio Nicoletti, Amos Maritan, Daniel M. Busiello. Information-driven transitions in projections of underdamped dynamics. Phys. Rev. E 106, 014118 (2022). https://journals.aps.org/pre/abstract/10.1103/PhysRevE.106.014118
Mutual information in changing environments: Nonlinear interactions, out-of-equilibrium systems, and continuously-varying diffusivities
Published in Physical Review E 106, 014153 (2022), 2022
Journal article
Recommended citation: Giorgio Nicoletti, Daniel M. Busiello. Mutual information in changing environments: Nonlinear interactions, out-of-equilibrium systems, and continuously-varying diffusivities. Phys. Rev. E 106, 014153 (2022). https://journals.aps.org/pre/abstract/10.1103/PhysRevE.106.014153
The emergence of scale-free fires in Australia
Published in iScience 26 (3) 106181 (2023), 2023
Journal article
Recommended citation: Giorgio Nicoletti, Leonardo Saravia, Ferdinando Momo, Amos Maritan, Samir Suweis. The emergence of scale-free fires in Australia. iScience 26 (3) 106181 (2023). https://doi.org/10.1016/j.isci.2023.106181
A network-based method for extracting the organization of brain-wide circuits from reconstructed connectome datasets
Published in bioRxiv 2023.05.21.541471 (2023), 2023
preprint
Recommended citation: Karan Manjunatha, Matteo Bruzzone, Giorgio Nicoletti, Samir Suweis, Marco Dal Maschio. A network-based method for extracting the organization of brain-wide circuits from reconstructed connectome datasets. bioRxiv 2023.05.21.541471 (2023).
Information gain at the onset of habituation to repeated stimuli
Published in arXiv:2301.12812 (2023), 2023
preprint
Recommended citation: Giorgio Nicoletti, Matteo Bruzzone, Samir Suweis, Marco Dal Maschio, Daniel M. Busiello. Information gain at the onset of habituation to repeated stimuli. arXiv:2301.12812 (2023).
Emergent encoding of dispersal network topologies in spatial metapopulation models
Published in Proceedings of the National Academy of Sciences 120 (46) e2311548120 (2023), 2023
Journal article
Recommended citation: Giorgio Nicoletti, Prajwal Padmanabha, Sandro Azaele, Samir Suweis, Andrea Rinaldo, Amos Maritan. Emergent encoding of dispersal network topologies in spatial metapopulation models. PNAS 120 (46) e2311548120 (2023). https://doi.org/10.1073/pnas.2311548120
Prenatal experience with language shapes the brain
Published in Science Advances 9 (47), eadj3524 (2023), 2023
Journal article
Recommended citation: Benedetta Mariani, Giorgio Nicoletti, Giacomo Barzon, Maía Clemencia Ortíz Barajas, Mohinish Shukla, Ramon Guevara, Samir Suweis, Judit Gervain. Prenatal experience with language shapes the brain. Science Advances 9 (47), eadj3524 (2023). https://www.science.org/doi/full/10.1126/sciadv.adj3524
Information propagation in multilayer systems with higher-order interactions across timescales
Published in Physical Review X 14 (2) 021007 (2024), 2024
Journal article
Recommended citation: Giorgio Nicoletti, Daniel M. Busiello. Information propagation in multilayer systems with higher-order interactions across timescales. Physical Review X 14 (2) 021007 (2024). https://doi.org/10.1103/PhysRevX.14.021007
Unveiling gene perturbation effects through Gene Regulatory Networks inference from single-cell transcriptomic data
Published in bioRxiv 2024.05.10.593314 (2024), 2024
preprint
Recommended citation: Clelia Corridori, Merrit Romeike, Giorgio Nicoletti, Christa Buecker, Samir Suweis*, Sandro Azaele*, Graziano Martello*. Unveiling gene perturbation effects through Gene Regulatory Networks inference from single-cell transcriptomic data. bioRxiv 2024.05.10.593314 (2024) (* equal contribution).
Tuning transduction from hidden observables to optimize information harvesting
Published in Physical Review Letters 133, 158401 (2024), 2024
Journal article
Recommended citation: Giorgio Nicoletti, Daniel M. Busiello. Tuning transduction from hidden observables to optimize information harvesting. Phys. Rev. Lett. 133, 158401 (2024) https://doi.org/10.1103/PhysRevLett.133.158401
Information propagation in Gaussian processes on multilayer networks
Published in Journal of Physics: Complexity 5 045004 (2024), 2024
Journal article
Recommended citation: Giorgio Nicoletti, Daniel M. Busiello. Information propagation in Gaussian processes on multilayer networks. J. Phys. Complex. 5 045004 (2024) https://iopscience.iop.org/article/10.1088/2632-072X/ad7f16
Landscape and environmental heterogeneity support coexistence in competitive metacommunities
Published in Proceedings of the National Academy of Sciences 121 (44) e2410932121 (2024), 2024
Journal article
Recommended citation: Prajwal Padmanabha*, Giorgio Nicoletti*, Davide Bernardi*, Samir Suweis, Sandro Azaele, Andrea Rinaldo, Amos Maritan. Landscape and environmental heterogeneity support coexistence in competitive metacommunities. PNAS 121 (44) e2410932121 (2024) (* equal contribution). https://www.pnas.org/doi/full/10.1073/pnas.2410932121
Multiscale nonlinear integration drives accurate encoding of input information
Published in arXiv:2411.11710 (2024), 2024
preprint
Recommended citation: Giorgio Nicoletti, Daniel M. Busiello. Multiscale nonlinear integration drives accurate encoding of input information. arXiv:2411.11710 (2024)
Information interference driven by environmental activity
Published in Physical Review Research 6, 043275 (2024), 2024
Journal article
Recommended citation: Giorgio Nicoletti, Daniel M. Busiello. Information interference driven by environmental activity. Phys. Rev. Research 6, 043275 (2024) https://journals.aps.org/prresearch/abstract/10.1103/PhysRevResearch.6.043275
Excitation-Inhibition balance controls information encoding in neural populations
Published in Physical Review Letters 134, 068403 (2025), 2025
Journal article
Recommended citation: Giacomo Barzon, Daniel M. Busiello, Giorgio Nicoletti. Excitation-Inhibition balance controls information encoding in neural populations. Phys. Rev. Lett. 134, 068403 (2025) https://doi.org/10.1103/PhysRevLett.134.068403
A novel metric for species vulnerability and coexistence in spatially-extended ecosystems
Published in arXiv:2503.10288 (2025), 2025
preprint
Recommended citation: Davide Bernardi, Giorgio Nicoletti, Prajwal Padmanabha, Samir Suweis, Sandro Azaele, Andrea Rinaldo, Amos Maritan. A novel metric for species vulnerability and coexistence in spatially-extended ecosystems. arXiv:2503.10288 (2025)
Finite size scaling of survival statistics in metapopulation models
Published in Physical Review E 111, 064415 (2025), 2025
Journal article
Recommended citation: Alice Doimo, Giorgio Nicoletti, Davide Bernardi, Prajwal Padmanabha. Finite size scaling of survival statistics in metapopulation models. Phys. Rev. E 111, 064415 (2025) https://doi.org/10.1103/6tfm-qnln
talks
Scaling and Renormalization Group for the activity of neurons
Published:
This poster has been shown during the poster session of the First Italian Conference on Complex Systems, held at the Bruno Kessler Foundation in Trento, Italy.
Scaling and criticality in a phenomenological Renormalization Group
Published:
This poster has been shown during the poster session of the Bernstein Conference 2020, held online.
What can a phenomenological Renormalization Group teach us about criticality in a network of neurons?
Published:
This poster has been shown during the poster session of the Brain Criticality Virtual Meeting, held online.
On the critical signatures of neural activity
Published:
This poster has been shown during the poster session of the school Statistical Mechanics and Emergent Phenomena in Biology 2021, held in Beg Rohu, France.
Modeling the emergence of scale-free fire out-breaks in Australia
Published:
This poster has been shown during the poster session of the conference Stochastic Models and Experiments in Ecology and Biology 2021, held in Venice, Italy.
Disentangling the role of external and intrinsic dynamics on the critical signatures of neural activity
Published:
Contributed talk at the Conference on Complex Systems 2021 held in Lyon, France.
Disentangling internal interactions from noisy environments through mutual information
Published:
This poster has been shown during the poster session of the Conference on Complex Systems 2021 held in Lyon, France.
Modeling the emergence of scale-free fire outbreaks in Australia
Published:
Contributed talk at the Conference on Complex Systems 2021 held in Lyon, France.
Unfolding complex systems with information theory
Published:
Invited talk at the Young Seminars of the Italian Society of Statistical Physics, held online. You can watch the talk here.
What can criticality and phase transitions teach us about brain dynamics?
Published:
Invited talk at the BrainNet workshop, held at KTH, Stockholm, Sweden.
Information theory in stochastic processes and complex systems
Published:
Invited seminar at the Max Planck Institute for the Physics of Complex Systems, Dresden, Germany.
Disentangling the critical signatures of neural activity: avalanches, spatial correlations and information
Published:
This poster has been shown during the poster session of the Bernstein Conference 2022, held in Berlin, Germany.
Criticality and network structure drive emergent oscillations in a stochastic whole-brain model
Published:
Contributed talk at the Conference on Complex Systems 2022 held in Palma de Mallorca, Spain.
Information-driven transitions in optimal projections of underdamped dynamics
Published:
Contributed talk at the Conference on Complex Systems 2022 held in Palma de Mallorca, Spain.
Criticality and network structure drive emergent oscillations in a stochastic whole-brain model
Published:
This poster has been shown during the virtual poster session of the Brain Criticality Meeting 2022, held in Bethesda, MD, USA.
The architecture of information processing in biological systems
Published:
Contributed talk at the 28th International Conference on Statistical Physics held in Tokyo, Japan.
Emergent encoding of dispersal network topologies in spatial metapopulation models
Published:
This poster has been shown during the poster session of the Italian Conference on Complex Systems 2023, held in Naples, Italy.
Survival and coexistence in spatially explicit metapopulation models
Published:
Invited talk at the ‘Emergent dynamical patterns of disordered systems with applications to natural communities’ workshop, held at the University of Padova, Italy.
Tuning transduction from hidden observables to optimize information harvesting
Published:
Invited talk at the ‘Information processing and decision-making in biology’ workshop held at the International Center for Theoretical Physics, Quantitative Life Sciences section, Trieste, Italy.
Information propagation across timescales
Published:
Invited seminar at the Quantitative Life Sciences section at the International Center for Theoretical Physics (ICTP), Trieste, Italy.
Information propagation across timescales in multiscale systems
Published:
Contributed talk at the ‘Information processing, noise and adaptation in living systems’ workshop held at the Max Planck Institute for the Physics of Complex Systems, Dresden, Germany.
Spatially disordered environments stabilize competitive metacommunities
Published:
Contributed talk at the conference Stochastic Models and Experiments in Ecology and Biology 2024 held at the Gran Sasso Science Institute, L’Aquila, Italy.
Landscape and habitat heterogeneity drive niche coexistence in dispersing ecological metacommunities
Published:
This poster has been shown during the poster session of the ENAC Research Day 2024, held at the Rolex Forum of EPFL, Lausanne, Switzerland.
teaching
Innovative University Teaching (teaching workshop)
Teaching workshop, University of Padova, Department of Physics, 2020
I attended a 24 hours workshop on innovative methods for teaching at the University level, with particular attention to active learning methods and new technology-enabled solutions.
Informatica e Bioinformatica
Bachelor course, University of Padova, Department of Biology, 2020
Teaching assistant, introduction to the Python programming language for first year Bachelor students in Biology.
Informatica e Bioinformatica
Bashelor course, University of Padova, Department of Biology, 2021
Teaching assistant, introduction to the Python programming language for first year Bachelor students in Molecular Biology.
Models of Theoretical Physics
Master course, University of Padova, Department of Physics, 2021
Teaching assistant for first year Master students in Physics of Data.
Physics with Applications to Biological Systems
Bachelor course, University of Padova, Department of Biomedical Sciences, 2023
Teaching assistant for first year Bachelor students in Biology of Human and Environmental Health.
Fundamentals of Information Systems
Master course, University of Padova, Department of Mathematics, 2023
Teaching assistant for first year Master students in Data Science.