Albert Mosella-Montoro
Contributions while at GPI
Journal Articles
, “PRISM: periodic representation with multiscale and similarity graph modelling for enhanced crystal structure property prediction”, npj Computational Materials, 2026. (13.26 MB) |
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, “A Cartesian Encoding Graph Neural Network for Crystal Structures Property Prediction: Application to Thermal Ellipsoid Estimation”, Digital Discovery, 2025. (10.39 MB) |
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, “2D–3D Geometric Fusion network using Multi-Neighbourhood Graph Convolution for RGB-D indoor scene classification”, Information Fusion, vol. 76, 2021. (771.86 KB) |
Conference Papers
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, “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. (5.45 MB) |
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, “Residual Attention Graph Convolutional Network for Geometric 3D Scene Classification”, in IEEE Conference on Computer Vision Workshop (ICCVW), Seoul, Korea, 2019. (314.43 KB) |
Theses
| , “Graph Convolutional Neural Networks for 3D Data Analysis”, Universitat Politècnica de Catalunya, Barcelona, 2023. |
Projects
| Artificial Intelligence for Magnetic Devices in Quantum and Neuromorphic Computing | National | Jan 2023 | Dec 2023 |