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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.
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 (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.
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 (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.
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 (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.
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 (314.43 KB)

Theses

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

Artificial Intelligence for Magnetic Devices in Quantum and Neuromorphic Computing National Jan
2023
Dec
2023