Angelo D. Bonzanini

Machine Learning for Real-Time Diagnostics of Cold Atmospheric Plasma Sources

Dogan Gidon, Xuekai Pei, Angelo D. Bonzanini et al. · IEEE Transactions on Radiation and Plasma Medical Sciences · 2019 · 69 citations

Real-time Monitoring, Engineering, Machine Learning +22

Fast approximate learning-based multistage nonlinear model predictive control using Gaussian processes and deep neural networks

Angelo D. Bonzanini, Joel A. Paulson, Georgios Makrygiorgos et al. · Computers & Chemical Engineering · 2020 · 59 citations

Nonlinear Control, Deep Neural Networks, Engineering +7

Perspectives on Machine Learning-Assisted Plasma Medicine: Toward Automated Plasma Treatment

Angelo D. Bonzanini, Ketong Shao, Augusto Stancampiano et al. · IEEE Transactions on Radiation and Plasma Medical Sciences · 2021 · 47 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +23

Performance-oriented model learning for control via multi-objective Bayesian optimization

Georgios Makrygiorgos, Angelo D. Bonzanini, Victor A. Miller et al. · Computers & Chemical Engineering · 2022 · 43 citations

Model Optimization, Model-based Control Technique, Process Control +3

Foundations of machine learning for low-temperature plasmas: methods and case studies

Angelo D. Bonzanini, Ketong Shao, David B. Graves et al. · Plasma Sources Science and Technology · 2023 · 40 citations

Artificial Intelligence, Engineering, Machine Learning +22