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Sergey N Pozdnyakov

Showing results (1-10 of 4) with videos related to

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The Journal of Chemical Physics|July 26, 2024
Wigner kernels: Body-ordered equivariant machine learning without a basisFilippo Bigi, Sergey N Pozdnyakov, Michele Ceriotti
Open Research Europe|August 30, 2023
Local invertibility and sensitivity of atomic structure-feature mappingsSergey N Pozdnyakov, Liwei Zhang, Christoph Ortner, et al.
The Journal of Chemical Physics|November 8, 2022
Comment on "Manifolds of quasi-constant SOAP and ACSF fingerprints and the resulting failure to machine learn four-body interactions" [J. Chem. Phys. 156, 034302 (2022)]Sergey N Pozdnyakov, Michael J Willatt, Albert P Bartók, et al.
Physical Review Letters|October 30, 2020
Incompleteness of Atomic Structure RepresentationsSergey N Pozdnyakov, Michael J Willatt, Albert P Bartók, et al.
Pageof 1

Showing results (1-10 of 4) with videos related to

Sort By:
Pageof 1
The Journal of Chemical Physics|July 26, 2024
Wigner kernels: Body-ordered equivariant machine learning without a basisFilippo Bigi, Sergey N Pozdnyakov, Michele Ceriotti
Open Research Europe|August 30, 2023
Local invertibility and sensitivity of atomic structure-feature mappingsSergey N Pozdnyakov, Liwei Zhang, Christoph Ortner, et al.
The Journal of Chemical Physics|November 8, 2022
Comment on "Manifolds of quasi-constant SOAP and ACSF fingerprints and the resulting failure to machine learn four-body interactions" [J. Chem. Phys. 156, 034302 (2022)]Sergey N Pozdnyakov, Michael J Willatt, Albert P Bartók, et al.
Physical Review Letters|October 30, 2020
Incompleteness of Atomic Structure RepresentationsSergey N Pozdnyakov, Michael J Willatt, Albert P Bartók, et al.
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