Mario De Florio

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Systems Biology

Differential Equations

Top Venues

J. Comput. Appl. Math.

Publications

Mario De Florio, Enrico Schiassi, Francesco Calabrò, Roberto Furfaro
Physics-Informed Neural Networks for 2nd order ODEs with sharp gradients. J. Comput. Appl. Math. 436 (2024)
Mario De Florio, Adar Kahana, George Em Karniadakis
Analysis of biologically plausible neuron models for regression with spiking neural networks. CoRR (2024)
Nazanin Ahmadi Daryakenari, Mario De Florio, Khemraj Shukla, George Em Karniadakis
AI-Aristotle: A Physics-Informed framework for Systems Biology Gray-Box Identification. CoRR (2023)
Mario De Florio, Ioannis G. Kevrekidis, George Em Karniadakis
AI-Lorenz: A physics-data-driven framework for black-box and gray-box identification of chaotic systems with symbolic regression. CoRR (2023)
Enrico Schiassi, Roberto Furfaro, Carl Leake, Mario De Florio, Hunter Johnston, Daniele Mortari
Extreme theory of functional connections: A fast physics-informed neural network method for solving ordinary and partial differential equations. Neurocomputing 457 (2021)
Enrico Schiassi, Carl Leake, Mario De Florio, Hunter Johnston, Roberto Furfaro, Daniele Mortari
Extreme Theory of Functional Connections: A Physics-Informed Neural Network Method for Solving Parametric Differential Equations. CoRR (2020)