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Michael N. Pun
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 4
Top Topics
Mass Spectrometry
Convolutional Neural Network
Rotation Invariant
Data Storage
Top Venues
CoRR
MLCB
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Publications
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Gian Marco Visani
,
Michael N. Pun
,
William Galvin
,
Eric Daniel
,
Kevin Borisiak
,
Utheri Wagura
,
Armita Nourmohammad
HERMES: Holographic Equivariant neuRal network model for Mutational Effect and Stability prediction.
CoRR
(2024)
Gian Marco Visani
,
William Galvin
,
Michael N. Pun
,
Armita Nourmohammad
H-Packer: Holographic Rotationally Equivariant Convolutional Neural Network for Protein Side-Chain Packing.
MLCB
(2023)
Michael N. Pun
,
Andrew Ivanov
,
Quinn Bellamy
,
Zachary Montague
,
Colin H. LaMont
,
Philip Bradley
,
Jakub Otwinowski
,
Armita Nourmohammad
Learning the shape of protein micro-environments with a holographic convolutional neural network.
CoRR
(2022)
Gian Marco Visani
,
Michael N. Pun
,
Armita Nourmohammad
Holographic-(V)AE: an end-to-end SO(3)-Equivariant (Variational) Autoencoder in Fourier Space.
CoRR
(2022)