Research: Biophysical Imaging and Spectroscopy

Brief summary:

I'm a biomolecular physicist who has been working with optical engineering over the last few years. My research projects are focused on quantitative optical approaches to investigate biological/biomolecular systems in deeper detail. Optical techniques ranged from label-free spectroscopic approaches to fluorescence-related bioimaging. Biological samples ranged from in vitro models to fixed/living cells, to whole organs (mouse brain).

Research projects:

Biophysical super-resolution imaging of membranes and biomolecular complexes leveraged by Machine Learning: towards more interpretable bioimaging of cells

Neuronal microendoscopy applied to investigate freely-behaving mice's brain activity.
Polarized single-molecule super-resolution fluorescence microscopy applied to human bone cancer cells (actin filament cytoskeletal architecture).
Chitosan antimicrobial interaction with biomembrane models using Langmuir surface thermodynamics and nonlinear vibrational SFG spectroscopy.
Ultrafast (fs) pump-probe spectroscopy applied on conjugated polymers with different bandgap architectures.

Research Teams:

Space-time Imaging, Artificial Intelligence and Computing for Cellular and Chemical Biology (SAIRPICO):

Chemical Biology of Cancer unit (CBC) - Institut Curie - Centre de Recherche (CdR)

Endocytic Trafficking and Intracellular Delivery (Ludger Johannes team):

Chemical Biology of Cancer unit (CBC) - Institut Curie - Centre de Recherche (CdR)

Complex Media Optics Lab (CoMedia), Laboratoire Kastler Brossel (LKB):

École Normale Supérieure (ENS/PSL), Université PSL, Sorbonne Université (SU), and Collège de France (CdF).

Mosaic (Institut Fresnel):

Institut Fresnel (IF/AMU), Aix-Marseille Université (AMU)

Laboratório de Espectroscopia Não-Linear de Interfaces (LENI), Grupo de Polímeros "Bernhard Gross":

Instituto de Física de São Carlos (IFSC/USP), Universidade de São Paulo (USP).

Center for Nano Science and Technology (CNST):

Politenico di Milan (PoliMi/IIT), Istituto Italiano di Tecnologia (IIT)

Research articles:

Peer-reviewed publications: here

Keywords over time:

[2024 - now ]: Biophysical super-resolution imaging; biophysical descriptors; machine learning; interpretable models; clathrin-independent endocytosis (CIE); membrane structure and organization; membrane domains; fluorescence.
[2022 - 2023]: Demixed fiber photometry; Neuronal microendoscopy; light scattering; scattering media; computational imaging; non-negative matrix factorization (NMF); machine learning; animal behavior.
[2016-2020]: Polarized super-resolution imaging; 4-polar-STORM; Fluorescence microscopy; polarized fluorescence; super-resolution microscopy; single-molecule approaches; single-molecule orientation and wobbling; labeling strategies; actin cytoskeleton; actin binding proteins; actin filament organization; cell morphology, migration, and contractility; cancer cells.
[2013-2015]: Nonlinear SFG vibrational spectroscopy; antimicrobial biomolecular interactions; cell membrane perturbation mechanisms; lipid interactions; surface thermodynamics; Langmuir films; chitosan-lipid membrane interactions; biomimetic membranes.
[2010-2012]: Ultrafast (fs) pump-probe spectroscopy; photosynthetic models; Organic polymer synthesis; Time-resolved excited-state dynamics; bionanotechnology; exciton dynamics; bandgap architectures; energy flow.

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