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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
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Posts
A Bunch of Words: an Introduction to SpaCy on CORD-19
Published:
Episode 1: Linguistic Features & Text Processing
A Second Step into Feature Engineering: Feature Selection
Published:
We are ready to start with the second part of Feature Engineering (if you’ve missed the previous article, you can find it here). In this short article, we’ll go through a few simple techniques in Feature Selection and Extraction.
Deep Fake Challenge: an Overview
Published:
Here it follows a brief introduction to the Deep Fake Challenge from Kaggle.
Contents
DAIgnosis: Exploring the Space of Metrics
Published:
Episode 1: Useful Metrics in Medical Diagnosis
The Learning Problem: Comparison between Brain and Machine
Published:
Chapter 1: The Neuron and the Perceptron
Mine Navigation: Minecraft and Reinforcement Learning
Published:
Navigation tasks in a reinforcement learning framework
If you’re interested in diving into the details of this project, check out the code and the documentation. Here it follows a short introduction behind MineNavigation.
A Reinforcement Learning Algorithm for Reducing Energy Consumption
Published:
Progress in urbanization and advancement of the “fully connected” society is giving electricity more and more importance as the main energy source for our social life. Electricity, like air and water, is so widespread that nobody may notice its existence. In view of the increase in its demand, the electric power system has come to face three adversely affecting issues, namely: energy security, economic growth, and environmental protection. Or else, if supply of electricity is stopped, our society will be thrown into a terrible chaos.
portfolio
Portfolio item number 1
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Portfolio item number 2
Short description of portfolio item number 2
publications
Physics-Informed Machine Learning Simulator for Wildfire Propagation
Published in AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, 2021
Recommended citation: L Bottero et al (2021), AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences https://scholar.google.com/citations?view_op=view_citation&hl=en&user=rTk6DZgAAAAJ&sortby=pubdate&citation_for_view=rTk6DZgAAAAJ:qjMakFHDy7sC&gmla=AJsN-F4XlU6Ew2u8lbABcn7160wrgWpicNvWDg6qe1Z2hG_dVY2ir7IRRP_WzPbM9T48HN0E70HaFt_suz2j5_Hjzd01lCmifw8PsQv0zes1pjJLO0JeF3I&sciund=11780103975415497734
NeuralPDE: Automating physics-informed neural networks (PINNs) with error approximations
Published in arXiv, 2021
Recommended citation: Kirill Zubov, Zoe McCarthy, Yingbo Ma, Francesco Calisto, Valerio Pagliarino, Simone Azeglio, Luca Bottero, Emmanuel Luján, Valentin Sulzer, Ashutosh Bharambe, Nand Vinchhi, Kaushik Balakrishnan, Devesh Upadhyay, Chris Rackauckas (2021), NeuralPDE: Automating physics-informed neural networks (PINNs) with error approximations https://scholar.google.com/citations?view_op=view_citation&hl=en&user=rTk6DZgAAAAJ&sortby=pubdate&citation_for_view=rTk6DZgAAAAJ:u-x6o8ySG0sC
Modernization of the TMVA GUI. RVariablePlotter: modular plotting for TMVA
Published in CERN Document Server, 2021
Recommended citation: Azeglio (2021), CERN Document Server https://scholar.google.com/citations?view_op=view_citation&hl=en&user=rTk6DZgAAAAJ&sortby=pubdate&citation_for_view=rTk6DZgAAAAJ:d1gkVwhDpl0Cf
Optimizing Urban Mobility Restrictions: a Multi-Agent System (MAS) for SARS-CoV-2
Published in arXiv, 2021
Recommended citation: Azeglio & Fordiani (2021), Optimizing Urban Mobility Restrictions: a Multi-Agent System (MAS) for SARS-CoV-2 https://scholar.google.com/citations?view_op=view_citation&hl=en&user=rTk6DZgAAAAJ&sortby=pubdate&citation_for_view=rTk6DZgAAAAJ:9yKSN-GCB0IC
Topological Data Analysis (TDA) Techniques Enhance Hand Pose Classification from ECoG Neural Recordings
Published in arXiv, 2021
Recommended citation: Azeglio et al (2021), Topological Data Analysis (TDA) Techniques Enhance Hand Pose Classification from ECoG Neural Recordings https://scholar.google.com/citations?view_op=view_citation&hl=en&user=rTk6DZgAAAAJ&sortby=pubdate&citation_for_view=rTk6DZgAAAAJ:2osOgNQ5qMEC
Improving Neural Predictivity in the Visual Cortex with Gated Recurrent Connections
Published in BrainScore Workshop 2022 (COSYNE), 2022
Recommended citation: Azeglio et al (2022), Improving Neural Predictivity in the Visual Cortex with Gated Recurrent Connections https://arxiv.org/abs/2203.11910
talks
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.