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ORCIDSergey Pozdnyakov
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Journal Articles
- 2022
[j1]Sergey N. Pozdnyakov
, Michele Ceriotti:
Incompleteness of graph neural networks for points clouds in three dimensions. Mach. Learn. Sci. Technol. 3(4): 45020 (2022)
Conference and Workshop Papers
- 2023
- [c1]Sergey Pozdnyakov, Michele Ceriotti:
Smooth, exact rotational symmetrization for deep learning on point clouds. NeurIPS 2023
Informal and Other Publications
- 2024
- [i6]Marcel F. Langer, Sergey N. Pozdnyakov, Michele Ceriotti:
Probing the effects of broken symmetries in machine learning. CoRR abs/2406.17747 (2024) - 2023
- [i5]Jigyasa Nigam, Sergey N. Pozdnyakov, Kevin K. Huguenin-Dumittan, Michele Ceriotti:
Completeness of Atomic Structure Representations. CoRR abs/2302.14770 (2023) - [i4]Filippo Bigi, Sergey N. Pozdnyakov, Michele Ceriotti:
Wigner kernels: body-ordered equivariant machine learning without a basis. CoRR abs/2303.04124 (2023) - [i3]Sergey N. Pozdnyakov, Michele Ceriotti:
Smooth, exact rotational symmetrization for deep learning on point clouds. CoRR abs/2305.19302 (2023) - 2022
- [i2]Sergey N. Pozdnyakov, Michele Ceriotti:
Incompleteness of graph convolutional neural networks for points clouds in three dimensions. CoRR abs/2201.07136 (2022) - 2021
- [i1]Alexander Goscinski, Felix Musil, Sergey Pozdnyakov, Michele Ceriotti:
Optimal radial basis for density-based atomic representations. CoRR abs/2105.08717 (2021)
Coauthor Index
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