Machine learning reveals complex behaviours in optically trapped particles. - Isaac C. D. Lenton; Giovanni Volpe; Alexander B. Stilgoe; Timo A. Nieminen; Halina Rubinsztein-Dunlop (Mach. Learn. Sci. Technol., 2020)

Machine learning for active matter. - Frank Cichos; Kristian Gustavsson; Bernhard Mehlig; Giovanni Volpe (Nat. Mach. Intell., 2020)

Neural Network Training with Highly Incomplete Datasets. - Yu-Wei Chang 003; Laura Natali; Oveis Jamialahmadi; Stefano Romeo; Joana B. Pereira; Giovanni Volpe (CoRR, 2021)

Comparison of Two-Dimensional- and Three-Dimensional-Based U-Net Architectures for Brain Tissue Classification in One-Dimensional Brain CT. - Meera Srikrishna; Rolf A. Heckemann; Joana B. Pereira; Giovanni Volpe; Anna Zettergren; Silke Kern; Eric Westman; Ingmar Skoog; Michael Schöll (Frontiers Comput. Neurosci., 2021)

Improving epidemic testing and containment strategies using machine learning. - Laura Natali; Saga Helgadottir; Onofrio M. Maragò; Giovanni Volpe (Mach. Learn. Sci. Technol., 2021)

Age-related differences in network structure and dynamic synchrony of cognitive control. - Thomas Hinault; Mite Mijalkov; Joana B. Pereira; Giovanni Volpe; A. Bakke; Susan M. Courtney (NeuroImage, 2021)

Deep learning from MRI-derived labels enables automatic brain tissue classification on human brain CT. - Meera Srikrishna; Joana B. Pereira; Rolf A. Heckemann; Giovanni Volpe; Danielle van Westen; Anna Zettergren; Silke Kern; Lars-Olof Wahlund; Eric Westman; Ingmar Skoog; Michael Schöll (NeuroImage, 2021)

Microplankton life histories revealed by holographic microscopy and deep learning. - Harshith Bachimanchi; Benjamin Midtvedt; Daniel Midtvedt; Erik Selander; Giovanni Volpe (CoRR, 2022)

Single-shot self-supervised particle tracking. - Benjamin Midtvedt; Jesús Pineda; Fredrik Skärberg; Erik Olsén; Harshith Bachimanchi; Emelie Wesén; Elin K. Esbjörner; Erik Selander; Fredrik Höök; Daniel Midtvedt; Giovanni Volpe (CoRR, 2022)

Corneal endothelium assessment in specular microscopy images with Fuchs' dystrophy via deep regression of signed distance maps. - Juan S. Sierra; Jesús Pineda; Daniela Rueda; Alejandro Tello; Angelica M. Prada; Virgilio Galvis; Giovanni Volpe; María Sagrario Millán; Lenny A. Romero; Andrés G. Marrugo (CoRR, 2022)

A gaze-based interactive system to explore artwork imagery. - Piercarlo Dondi; Marco Porta; Angelo Donvito; Giovanni Volpe (J. Multimodal User Interfaces, 2022)

Correction to: A gaze-based interactive system to explore artwork imagery. - Piercarlo Dondi; Marco Porta; Angelo Donvito; Giovanni Volpe (J. Multimodal User Interfaces, 2022)

Neural network training with highly incomplete medical datasets. - Yu-Wei Chang 003; Laura Natali; Oveis Jamialahmadi; Stefano Romeo; Joana B. Pereira; Giovanni Volpe (Mach. Learn. Sci. Technol., 2022)

Deep-learning-powered data analysis in plankton ecology. - Harshith Bachimanchi; Matthew I. M. Pinder; Chloé Robert; Pierre De Wit; Jonathan Havenhand; Alexandra Kinnby; Daniel Midtvedt; Erik Selander; Giovanni Volpe (CoRR, 2023)

Geometric deep learning reveals the spatiotemporal features of microscopic motion. - Jesús Pineda; Benjamin Midtvedt; Harshith Bachimanchi; Sergio Noé; Daniel Midtvedt; Giovanni Volpe; Carlo Manzo (Nat. Mac. Intell., 2023)

Diffusion Models to Enhance the Resolution of Microscopy Images: A Tutorial. - Harshith Bachimanchi; Giovanni Volpe (CoRR, 2024)

Spatial Clustering of Molecular Localizations with Graph Neural Networks. - Jesús Pineda; Sergi Masó-Orriols; Joan Bertran; Mattias Goksör; Giovanni Volpe; Carlo Manzo (CoRR, 2024)

Retina electronic paper with video-rate-tunable 45000 pixels per inch. - Ade Satria Saloka Santosa; Yu-Wei Chang 003; Andreas B. Dahlin; Lars Österlund; Giovanni Volpe; Kunli Xiong (CoRR, 2025)

Global graph features unveiled by unsupervised geometric deep learning. - Mirja Granfors; Jesús Pineda; Blanca Zufiria Gerbolés; Joana B. Pereira; Carlo Manzo; Giovanni Volpe (CoRR, 2025)

Analysis of Plant Nutrient Deficiencies Using Multi-Spectral Imaging and Optimized Segmentation Model. - Ji-Yan Wu; Zheng Yong Poh; Anoop C. Patil; Bongsoo Park; Giovanni Volpe; Daisuke Urano (CoRR, 2025)

Deep-Learning Investigation of Vibrational Raman Spectra for Plant-Stress Analysis. - Anoop C. Patil; Benny Jian Rong Sng; Yu-Wei Chang 003; Joana B. Pereira; Chua Nam-Hai; Rajani Sarojam; Gajendra Pratap Singh; In-Cheol Jang; Giovanni Volpe (CoRR, 2025)