Concepedia

Fabio Giampaolo

FG

30

Publications

3.3K

Citations

20

H-Index

2019

Active since

Affiliations

University of Naples Federico II(Current)

Consorzio Interuniversitario Nazionale per l'Informatica

University of Calabria

China University of Geosciences (Beijing)

Complex Engineering System Institute

Fabio Giampaolo is an author at University of Naples Federico II specializing in engineering, computer science, and data science.

ORCID

Top concepts

Publications per year

2019–2024

30

Publications

30

Scientific Machine Learning Through Physics–Informed Neural Networks: Where we are and What’s Next

Salvatore Cuomo, Vincenzo Schiano Di Cola, Fabio Giampaolo et al. · Journal of Scientific Computing · 2022 · 1.9K citations · Full text

A survey on deep learning in medicine: Why, how and when?

Francesco Piccialli, Vittorio Di Somma, Fabio Giampaolo et al. · Information Fusion · 2020 · 345 citations

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The Role of Artificial Intelligence in Fighting the COVID-19 Pandemic

Francesco Piccialli, Vincenzo Schiano Di Cola, Fabio Giampaolo et al. · Information Systems Frontiers · 2021 · 138 citations · Full text

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Scientific Machine Learning through Physics-Informed Neural Networks: Where we are and What's next

Salvatore Cuomo, Vincenzo Schiano Di Cola, Fabio Giampaolo et al. · arXiv (Cornell University) · 2022 · 83 citations · Full text

Explainable framework for Glaucoma diagnosis by image processing and convolutional neural network synergy: Analysis with doctor evaluation

Ömer Deperlioğlu, Utku Köse, Deepak Gupta et al. · Future Generation Computer Systems · 2021 · 71 citations

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