Sergey Pozdnyakov

According to our database, Sergey Pozdnyakov authored at least 7 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Probing the effects of broken symmetries in machine learning.

Marcel F. Langer, Sergey N. Pozdnyakov, Michele Ceriotti

Mach. Learn. Sci. Technol., 2024

2023

Wigner kernels: body-ordered equivariant machine learning without a basis.

Filippo Bigi, Sergey N. Pozdnyakov, Michele Ceriotti

CoRR, 2023

Completeness of Atomic Structure Representations.

Jigyasa Nigam, Sergey N. Pozdnyakov, Kevin K. Huguenin-Dumittan, Michele Ceriotti

CoRR, 2023

Smooth, exact rotational symmetrization for deep learning on point clouds.

Sergey Pozdnyakov, Michele Ceriotti

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

2022

Incompleteness of graph neural networks for points clouds in three dimensions.

Sergey N. Pozdnyakov, Michele Ceriotti

Mach. Learn. Sci. Technol., December, 2022

Incompleteness of graph convolutional neural networks for points clouds in three dimensions.

Sergey N. Pozdnyakov, Michele Ceriotti

CoRR, 2022

2021

Optimal radial basis for density-based atomic representations.

Alexander Goscinski, Felix Musil, Sergey Pozdnyakov, Michele Ceriotti

CoRR, 2021