Mario De Florio
- AI-Aristotle: A Physics-Informed framework for Systems Biology Gray-Box Identification
2023/09/29 by Nazanin Ahmadi Daryakenari, Daryakenari, Nazanin Ahmadi, Mario De Florio +5 · 9 citations
Biochemistry, Genetics and Molecular Biology · #Gene Regulatory Network Analysis #Protein Structure and Dynamics #Metabolomics and Mass Spectrometry Studies
- Analysis of biologically plausible neuron models for regression with spiking neural networks
2023/12/31 by Mario De Florio, Adar Kahana, De Florio, Mario +3 · 1 citation
Engineering · Neuroscience · Computer Science · #Advanced Memory and Neural Computing #Neural dynamics and brain function #Neural Networks and Applications
- AI-Lorenz: A physics-data-driven framework for black-box and gray-box identification of chaotic systems with symbolic regression
2023/12/21 by Mario De Florio, De Florio, Mario, Ioannis G. Kevrekidis +3 · 1 citation
Computer Science · #34A34 #34A55 #70K55 #Chaotic Dynamics (nlin.CD) #Computational Physics (physics.comp-ph) #Computational Physics and Python Applications #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #G.1.7 #I.2.0 #J.2 #Machine Learning (cs.LG) #Neural Networks and Applications #Statistics and Probability (physics.data-an) #Time Series Analysis and Forecasting
- Developing a cost-effective emulator for groundwater flow modeling using deep neural operators
2023/12/12 by Maria Luisa Taccari, He Wang, Somdatta Goswami +4 · 1 citation
Environmental Science · Physics and Astronomy · Earth and Planetary Sciences · #Groundwater flow and contamination studies #Model Reduction and Neural Networks #Seismic Imaging and Inversion Techniques