Albert Mosella-Montoro

Contributions while at GPI

Journal Articles

2025
A. Solé, Mosella-Montoro, A., Cardona, J., Gómez-Coca, S., Aravena, D., Ruiz, E., and Ruiz-Hidalgo, J., “A Cartesian Encoding Graph Neural Network for Crystal Structures Property Prediction: Application to Thermal Ellipsoid Estimation”, Digital Discovery, 2025. DOI Google Scholar BibTex (10.39 MB)

2021
A. Mosella-Montoro and Ruiz-Hidalgo, J., “2D–3D Geometric Fusion network using Multi-Neighbourhood Graph Convolution for RGB-D indoor scene classification”, Information Fusion, vol. 76, 2021. DOI Google Scholar BibTex (771.86 KB)

Conference Papers

2022
A. Mosella-Montoro and Ruiz-Hidalgo, J., “SkinningNet: Two-Stream Graph Convolutional Neural Network for Skinning Prediction of Synthetic Characters”, in IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), New Orleans, USA, 2022. Google Scholar BibTex (5.45 MB)

2019
A. Mosella-Montoro and Ruiz-Hidalgo, J., “Residual Attention Graph Convolutional Network for Geometric 3D Scene Classification”, in IEEE Conference on Computer Vision Workshop (ICCVW), Seoul, Korea, 2019. DOI Google Scholar BibTex (314.43 KB)

Theses

2023
A. Mosella-Montoro, “Graph Convolutional Neural Networks for 3D Data Analysis”, Universitat Politècnica de Catalunya, Barcelona, 2023. Google Scholar BibTex

Projects

Artificial Intelligence for Magnetic Devices in Quantum and Neuromorphic Computing

National

Jan
2023

Dec
2023

Teaching activity

Acronym	Title	Level	College
AIDL	Artificial Intelligence with Deep Learning	Postgraduate	UPC School
GDSA	Multimedia Content Management and Delivery	Degree in Audiovisual Systems (3rd year)	Escola Superior d'Enginyeries Industrials, Aeroespacial i Audiovisual de Terrassa (ESEIAAT)