Guillem Simeon

According to our database, Guillem Simeon authored at least 6 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

AMARO: All Heavy-Atom Transferable Neural Network Potentials of Protein Thermodynamics.

Antonio Mirarchi, Raúl P. Peláez, Guillem Simeon, Gianni De Fabritiis

CoRR, 2024

On the Inclusion of Charge and Spin States in Cartesian Tensor Neural Network Potentials.

Guillem Simeon, Antonio Mirarchi, Raúl P. Peláez, Raimondas Galvelis, Gianni De Fabritiis

CoRR, 2024

TorchMD-Net 2.0: Fast Neural Network Potentials for Molecular Simulations.

Raúl P. Peláez, Guillem Simeon, Raimondas Galvelis, Antonio Mirarchi, Peter K. Eastman, Stefan Doerr, Philipp Thölke, Thomas E. Markland, Gianni De Fabritiis

CoRR, 2024

2023

TensorNet: Cartesian Tensor Representations for Efficient Learning of Molecular Potentials.

Guillem Simeon, Gianni De Fabritiis

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Riemannian Geometry of Functional Connectivity Matrices for Multi-Site Attention-Deficit/Hyperactivity Disorder Data Harmonization.

Guillem Simeon, Gemma Piella, Oscar Camara, Deborah Pareto

Frontiers Neuroinformatics, 2022

2021

Geometric Deep Learning for the Assessment of Thrombosis Risk in the Left Atrial Appendage.

Xabier Morales, Jordi Mill, Guillem Simeon, Kristine A. Juhl, Ole De Backer, Rasmus R. Paulsen, Oscar Camara

Proceedings of the Functional Imaging and Modeling of the Heart, 2021