About
I am a physicist passionate about exploring the intersection of science and technology through machine learning. Beyond my work, I like to perform volunteer activities, stay with friends, and keep an eye open around me.
As I look around the world, I am aware of the many challenges we face. Rather than simply complain, I try to take action in whatever way I can. While I do not have all the answers, I believe that each of us can make a difference by doing our small part. Although I know I cannot change the world single-handedly, I strive to do my best, and I hope my efforts will inspire others to do the same. Together, we can work towards a better future.
Post Doc Researcher at PoliTO.
I'm currently a Researcher (RTD-A) at the Department of Control and Computer Engineering at Politecnico di Torino. My research interest relates to theory-based machine learning strategies, i.e. the integration of data-agnostic prior knowledge to deep learning models to enhance their predictions.
- Degree: PhD
- University: Politecnico di Torino
- Email: simone.monaco@polito.it
Interests
Environmental care Volunteering Cooking Movies Basketball Travels
News
Publications
Here there are some highlights of my research publications the full list is available here.
Resume
Education
PhD program in Computer Engineering
2021 - 2025
Politecnico di Torino, Turin, Italy
Thesis on theory-guided Data Science models.
(Supervision: Prof. Daniele Apiletti)Master degree on Physics of Complex Systems
2018 - 2020
Politecnico di Torino, Turin, Italy
International track besed in Turin, Trieste and Paris.
Bachelor's degree on Physical Engineering
2015 - 2018
Politecnico di Torino, Turin, Italy
Professional Experience
Researcher (RTD-A)
2025 - ongoing
Politecnico di Torino, Turin, Italy
Research scholarship
2020 - 2021
Politecnico di Torino, Turin, Italy
Machine Learning and Data Science techniques for supply chains in the clinical setting. (Supervision: Prof. Daniele Apiletti)
Research scholarship
01/2020 - 07/2021
Laboratoire de Physique des Solides, Universite Paris Saclay, Orsay, France
Thermodynamic analysis of physical systems and development of neural networks to predict particle behavior. (Supervision: Dr. Frank Smallenburg)
Research scholarship
03/2018 - 06/2018
Politecnico di Torino, Turin, Italy
Development of algorithms for data elaboration for Brain Imaging and Brain Computer Interface. (Supervision: Prof. Francesco Paolo Andriulli)
Teaching
2024-2025
Distributed architectures for big data processing and analytics (M. S.)
Lectures on Hadoop and Spark and Spark Streaming - Teacher assistant
Data management and visualization (M.S.)
Lectures on extended SQL and data warehouse - Teacher assistant
2023-2024
Data management and visualization (M.S.)
Lectures on extended SQL and data warehouse - Teacher assistant
2022-2023
Data management and visualization (M.S.)
Lectures on extended SQL and data warehouse - Teacher assistant
2021-2022
Data management and visualization (M.S.)
Lectures on extended SQL and data warehouse - Teacher assistant