publications

2025

1. The AI Revolution into the Workplace: Hype, Hope, and Human Perspective

   Emanuele Buchicchio and Alex Alexander

   IEEE TechRiv Preprints, Mar 2025

   DOI
2. Uncertainty Quantification in AI-Based Measurement Systems

   Emanuele Buchicchio, Paolo Carbone, Alessio De Angelis, and 2 more authors

   IEEE Instrumentation & Measurement Magazine, Mar 2025

   DOI
3. Quantifying Uncertainty in Large Language Models using Monte Carlo Dropout

   Emanuele Buchicchio and Paolo Carbone

   IEEE TechRxiv Preprints, Oct 2025

   DOI
4. Introduction to Machine Learning: Concepts, Methods, and Evaluation

   Emanuele Buchicchio

   Oct 2025

2024

1. Design, Validation, and Risk Assessment of LLM-Based Generative AI Systems Operating in the Legal Sector

   Emanuele Buchicchio, Alessio De Angelis, Antonio Moschitta, and 3 more authors

   In 2024 IEEE International Symposium on Systems Engineering (ISSE), Oct 2024

   DOI
2. The right person in the right place: Teams created with a software tool are more successful, and people are more cooperative

   Emanuele Buchicchio, Gianni Cicogna, Jacopo Battistacci, and 2 more authors

   SSRN Preprints, Oct 2024

   DOI

2023

1. Time-domain Battery State-of-Charge Estimation based on Domain-Transformation and Linear Discriminant Analysis

   Paolo Carbone, Alessio De Angelis, Emanuele Buchicchio, and 2 more authors

   In 2023 IEEE International Workshop on Metrology for Automotive (MetroAutomotive), Oct 2023

   DOI
2. Battery SOC estimation from EIS data based on machine learning and equivalent circuit model

   Emanuele Buchicchio, Alessio De Angelis, Francesco Santoni, and 3 more authors

   Energy, Oct 2023

   DOI
3. Uncertainty characterization of a CNN method for Lithium-Ion Batteries state of charge estimation using EIS data

   Emanuele Buchicchio, Alessio De Angelis, Francesco Santoni, and 1 more author

   Measurement, Oct 2023

   DOI

2022

1. [Oral presentation] Battery state of charge estimation using machine learning and electrochemical impedance spectroscopy measurement

   Emanuele Buchicchio, Alessio De Angelis, Francesco Santoni, and 3 more authors

   In Elsevier Measurement Sensor Systems and Applications Conference 2022, Oct 2022
2. Lithium-Ion Batteries state of charge estimation based on electrochemical impedance spectroscopy and convolutional neural network

   Emanuele Buchicchio, Alessio De Angelis, Francesco Santoni, and 1 more author

   In Proceedings of the 25th IMEKO TC4 International Symposium, Oct 2022

   DOI
3. Dataset on broadband electrochemical impedance spectroscopy of Lithium-Ion batteries for different values of the state-of-charge

   E. Buchicchio, A. De Angelis, F. Santoni, and 3 more authors

   Data in Brief, Oct 2022

   DOI
4. EasyEIS: A software tool to perform electrochemical impedance spectroscopy using a source measure unit

   Emanuele Buchicchio, Alessio De Angelis, Francesco Santoni, and 1 more author

   SoftwareX, Oct 2022

   DOI
5. LiBEIS : A software tool for broadband electrochemical impedance spectroscopy of lithium-ion batteries[Formula presented]

   Emanuele Buchicchio, Alessio De Angelis, Francesco Santoni, and 3 more authors

   Software Impacts, Oct 2022

   DOI
6. Uncertainty Characterization of a Practical System for Broadband Measurement of Battery EIS

   A. De Angelis, E. Buchicchio, F. Santoni, and 2 more authors

   IEEE Transactions on Instrumentation and Measurement, Oct 2022

   DOI
7. Invisible Supply Chain Attacks Based on Trojan Source

   E. Buchicchio, L. Grilli, E. Capobianco, and 2 more authors

   Computer, Oct 2022

   Abs DOI

   A new class of vulnerabilities, called trojan source, has been recently discovered by Boucher and Anderson. This work describes the state of the art of known trojan source attacks, illustrates two new attack variants involving configuration files and Java code, and describes practical preventive measures.

8. Battery state of charge estimation using machine learning and electrochemical impedance spectroscopy measurements

   Emanuele Buchicchio, Francesco Bianconi, Fabrizio Smeraldi, and 3 more authors

   Science Talks, Oct 2022

   DOI
9. [DATASET] Dataset on broadband Electrochemical Impedance Spectroscopy of Lithium-Ion Batteries for Different Values of the State of Charge

   Emanuele Buchicchio, Alessio De Angelis, Francesco Santoni, and 1 more author

   Oct 2022
10. [DATASET] Data For: Dataset on broadband Electrochemical Impedance Spectroscopy of Lithium-Ion Batteries for Different Values of the State of Charge

    Emanuele Buchicchio, Alessio De Angelis, Francesco Santoni, and 1 more author

    Jun 2022

    DOI
11. [DATASET] Dataset on broadband Electrochemical Impedance Spectroscopy of Lithium-Ion Batteries for Different Values of the State of Charge

    Emanuele Buchicchio, Alessio De Angelis, Francesco Santoni, and 1 more author

    Jun 2022

    DOI
12. [DATASET] Dataset on Voltage and Current Data Acquisition During Broadband Electrochemical Impedance Spectroscopy of Lithium-Ion Batteries for Different Values of the State of Charge

    Emanuele Buchicchio, Alessio De Angelis, Francesco Santoni, and 1 more author

    Jun 2022

    DOI
13. Stima dello stato di carica di una batteria basato su spettrografia elettrochimica di impedenza, gaussian process regression e deep learning

    Emanuele Buchicchio, Alessio De Angelis, Francesco Santoni, and 1 more author

    In VI Forum Nazionale Misure 2022, Jun 2022
14. [Poster] Stima dello stato di carica di una batteria con spettrografia elettrochimica di impedenza e machine learning

    Emanuele Buchicchio, Alessio De Angelis, Francesco Santoni, and 1 more author

    In VI Forum Nazionale Misure 2022, Jun 2022

2021

1. Practical broadband measurement of battery EIS

   Alessio De Angelis, Emanuele Buchicchio, Francesco Santoni, and 2 more authors

   In IEEE International Workshop on Metrology for Automotive, MetroAutomotive, Jun 2021

   DOI
2. Gesture recognition of sign language alphabet with a convolutional neural network using a magnetic positioning system

   Emanuele Buchicchio, Francesco Santoni, Alessio De Angelis, and 2 more authors

   ACTA IMEKO, Dec 2021

   DOI
3. Gesture Recognition of Sign Language Alphabet Using a Magnetic Positioning System

   Matteo Rinalduzzi, Alessio De Angelis, Francesco Santoni, and 5 more authors

   Applied Sciences, Jun 2021

   DOI
4. [Poster] Gesture Recognition of Sign Language Alphabet using a Magnetic Positioning System and Convolutional Neural Network. [best application award]

   Emanuele Buchicchio, Alessio De Angelis, Francesco Santoni, and 1 more author

   Jun 2021

   Gorini PhD School 2021 Poster Contest