Giovanni Domenico Di Girolamo

Data-driven switching modeling for MPC using Regression Trees and Random Forests

Francesco Smarra, Giovanni Domenico Di Girolamo, Vittorio De Iuliis et al. · Nonlinear Analysis Hybrid Systems · 2020 · 51 citations

Engineering, Data Science, Regression Trees +8

Data‐driven optimal predictive control of seismic induced vibrations in frame structures

Giovanni Domenico Di Girolamo, Francesco Smarra, Vincenzo Gattulli et al. · Structural Control and Health Monitoring · 2020 · 35 citations

Engineering, Machine Learning, Structural Optimization +20

Learning Models for Seismic-Induced Vibrations Optimal Control in Structures via Random Forests

Francesco Smarra, Giovanni Domenico Di Girolamo, Vincenzo Gattulli et al. · Journal of Optimization Theory and Applications · 2020 · 32 citations

Earthquake Engineering, Engineering, Machine Learning +9

A Comparison of Classical Identification and Learning-Based Techniques for Cyber-Physical Systems

Vittorio De Iuliis, Giovanni Domenico Di Girolamo, Francesco Smarra et al. · 2021 · 13 citations

Codesign of controller, routing and scheduling in WirelessHART networked control systems

Giovanni Domenico Di Girolamo, Alessandro D’Innocenzo · International Journal of Robust and Nonlinear Control · 2019 · 12 citations

Real-time Control, Engineering, Networked Control +12