Guillem Simeon

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Relational Models

Efficient Learning

Top Venues

Frontiers Neuroinformatics

Publications

Guillem Simeon, Antonio Mirarchi, Raúl P. Peláez, Raimondas Galvelis, Gianni De Fabritiis
On the Inclusion of Charge and Spin States in Cartesian Tensor Neural Network Potentials. CoRR (2024)
Raúl P. Peláez, Guillem Simeon, Raimondas Galvelis, Antonio Mirarchi, Peter K. Eastman, Stefan Doerr, Philipp Thölke, Thomas E. Markland, Gianni De Fabritiis
TorchMD-Net 2.0: Fast Neural Network Potentials for Molecular Simulations. CoRR (2024)
Guillem Simeon, Gianni De Fabritiis
TensorNet: Cartesian Tensor Representations for Efficient Learning of Molecular Potentials. CoRR (2023)
Guillem Simeon, Gianni De Fabritiis
TensorNet: Cartesian Tensor Representations for Efficient Learning of Molecular Potentials. NeurIPS (2023)
Guillem Simeon, Gemma Piella, Oscar Camara, Deborah Pareto
Riemannian Geometry of Functional Connectivity Matrices for Multi-Site Attention-Deficit/Hyperactivity Disorder Data Harmonization. Frontiers Neuroinformatics 16 (2022)
Xabier Morales, Jordi Mill, Guillem Simeon, Kristine A. Juhl, Ole De Backer, Rasmus R. Paulsen, Oscar Camara
Geometric Deep Learning for the Assessment of Thrombosis Risk in the Left Atrial Appendage. CoRR (2022)
Xabier Morales, Jordi Mill, Guillem Simeon, Kristine A. Juhl, Ole De Backer, Rasmus R. Paulsen, Oscar Camara
Geometric Deep Learning for the Assessment of Thrombosis Risk in the Left Atrial Appendage. FIMH (2021)