This website is a virtual proof that I'm awesome http://giovannibocchi.site/ New paper @ Computer Vision and Image Understanding - I am thrilled to share our new paper SCENE-Net: Geometric induction for interpretable and low-resource 3D pole detection with Group-Equivariant Non-Expansive Operators is now available in Computer Vision and Image Understanding 🎉🎉. In this paper, we introduce our ML model called SCENE-Net for the identification of towers from 3D point... Tue, 28 Oct 2025 00:00:00 +0100 http://giovannibocchi.site/2025-10-28-scenenet/ http://giovannibocchi.site/2025-10-28-scenenet/ New paper @ Scientific Reports - I am very happy to share our new paper GENEOnet: a breakthrough in protein binding pocket detection using group equivariant non-expansive operators has just been published in Scientific Reports 🎉🎉. A big thank you to everyone who worked hard to make this work successful. In this paper, we introduce our... Fri, 03 Oct 2025 00:00:00 +0200 http://giovannibocchi.site/2025-10-03-geneonet/ http://giovannibocchi.site/2025-10-03-geneonet/ New paper @ Statistics - I am very happy to share our new paper GENEOnet: statistical analysis supporting explainability and trustworthiness recently published in Statistics 🎉🎉. We further studied our GENEOnet AI model from a statistical point of view. The various analyses conducted showed that GENEOnet possesses a high level of explainability and robustness to... Mon, 17 Mar 2025 00:00:00 +0100 http://giovannibocchi.site/2025-03-17-robustness/ http://giovannibocchi.site/2025-03-17-robustness/ New paper @ Scientific Reports - I am very happy to share our new paper A novel approach to graph distinction through GENEOs and permutants recently published Open Access in Scientific Reports 🎉🎉. We developed a simple and explainable GENEO network to test graph isomorphism using subgraphs. Our results on \(r\)-regular graphs, show that the model... Thu, 20 Feb 2025 00:00:00 +0100 http://giovannibocchi.site/2025-02-20-graph-distinction/ http://giovannibocchi.site/2025-02-20-graph-distinction/ Department of Mathematics - On 18th February, I successfully defended my PhD thesis ✌️ at the University of Milan’s Department of Mathematics. It was truly a magical moment, I felt the support of my family, friends and supervisors who helped me mark this new milestone in my career. It’s still magic even if you... Tue, 18 Feb 2025 00:00:00 +0100 http://giovannibocchi.site/2025-02-18-defense/ http://giovannibocchi.site/2025-02-18-defense/ Research Fellow in Statistics at UniMI - On October 1st, I started a two-year postdoc in Statistics 📊 at the Department of Environmental Science and Policy of the University of Milan. I will work mainly on Statistical modeling of biological data, statistical analysis of environmental data, and artificial intelligence for computational chemistry. Stay tuned! Tue, 01 Oct 2024 00:00:00 +0200 http://giovannibocchi.site/2024-10-01-postdoc/ http://giovannibocchi.site/2024-10-01-postdoc/