Francesco Piccialli

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 · 2.3K citations · Full text

Computing, Computer Science, Physics +16

From Artificial Intelligence to Explainable Artificial Intelligence in Industry 4.0: A Survey on What, How, and Where

Imran Ahmed, Gwanggil Jeon, Francesco Piccialli · IEEE Transactions on Industrial Informatics · 2022 · 781 citations

Computing, Computer Science, Industrial Engineering +17

Model aggregation techniques in federated learning: A comprehensive survey

Pian Qi, Diletta Chiaro, Antonella Guzzo et al. · Future Generation Computer Systems · 2023 · 401 citations · Full text

Computing, Computer Science, Distributed Systems +10

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

Francesco Piccialli, Vittorio Di Somma, Fabio Giampaolo et al. · Information Fusion · 2020 · 354 citations

Computing, Biomedical Informatics, Health Informatics +11

Machine learning for landslides prevention: a survey

Zhengjing Ma, Gang Mei, Francesco Piccialli · Neural Computing and Applications · 2020 · 193 citations · Full text

Computing, Geoinformatics, Geological Engineering +17