Portfolio item number 1
Short description of portfolio item number 1
Posts by Collection
portfolio
Portfolio item number 2
Short description of portfolio item number 2
publications
talks
WASP Winter Conference
Published:
Annual conference for PhD, Postdocs and Professors from WASP program.
Random Matrix Theory for Stochastic Gradient Descent
Published:
In the poster I presented the work done by Paquette’s group based on the paper High-dimensional limit of one-pass SGD on least squares .
Scientific Machine Learning for Simulation and Inverse Modelling
Published:
A month research period in Stockholm, more info at the link .
Data-driven Dynamical Systems Summer School
Published:
The summer school has speakers Dimitrios Giannakis(Dartmouth College, USA), Stefan Klus(Heriot-Watt University, UK) and Caroline Wormell(University of Sidney, AUS). More info at the link.
Generative AI Summer School
Published:
Joint Summer School for students from Unite!, WASP and WASP-HS PhD programs on the topic of Generative AI. The program can be found at the link .
Takens Embedding Theory and Koopman Operator applied to biological systems
Published:
I presented a poster titled Takens Embedding Theory and Koopman Operator applied to biological systems .
WASP Winter Conference
Published:
Annual conference for PhD, Postdocs and Professors from WASP program. I presented a poster with title Data-Driven model for discovery of intracellular calcium oscillations behaviour.
Physics-Informed Neural Networks Summer School
Published:
The summer school has speakers Khemraj Shukla(Brown University, USA), Jennifer Ryan, Stefano Markidis, Matthieu Barreau, Kateryna Morozovska, Federica Bragone (KTH, Sweden), Niccolò Tonicello and G. Alessio D’Inverno(SISSA, Italy). Worked on a group project on Vlasov-Poisson equations.
AIP2025
Published:
The Applied Inverse Problems (AIP) conferences are organized biannually. AIP have become the largest conference series in the field. I presented at the minisyposium XAIP: Explainable algorithms for inverse problems my work titled Data-driven multi-agent modelling of calcium interactions in cell culture .
MSML2025
Published:
MSML2025 is the fifth edition of a recently established international conference, with an emphasis on promoting the study of mathematical theory and algorithms of machine learning, as well as applications of machine learning in scientific computing and engineering disciplines. I presented a poster with title Data-driven multi-agent modelling of calcium interactions in cell culture: Regularized Least-Squares vs PINN .
YAMC2025
Published:
The Young Applied Mathematicians Conference will focus on Numerical Modeling, Numerical Analysis, Machine Learning, and Statistics. I presented at a main track my work titled Data-driven multi-agent modelling of calcium interactions in cell culture: PINN vs Regularized Least-Squares .
teaching
Linear Algebra
Undergraduate course, University of Verona, Department of Mathematics, 2021
TA sessions for computer science students.
Foundation of Analysis
Undergraduate course, KTH, Department of Mathematics, 2023
Course code SF1677 for VT23, more info at the link.
Linear Algebra
Undergraduate course, KTH, Department of Mathematics, 2023
Course code SF1672 for HT23, more info at the link.
Calculus in One Variable
Undergraduate course, KTH, Department of Mathematics, 2024
Course code SF1685 for VT24, more info at the link .
Linear Algebra
Undergraduate course, KTH, Department of Mathematics, 2024
Course code SF1672 for HT23, more info at the link .
Time Series Analysis
Undergraduate course, KTH, Department of Mathematics, 2025
Course code SF2943.