3D Conformational Generative Models for Biological Structures Using Graph Information-Embedded Relative Coordinates
Developing molecular generative models for directly generating 3D conformation has recently become a hot research area. Here, an autoencoder based generative model was proposed for molecular conformation generation. A unique feature of our method is that the graph information embedded relative coord...
Main Authors: | Mingyuan Xu, Weifeng Huang, Min Xu, Jinping Lei, Hongming Chen |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2022-12-01
|
Series: | Molecules |
Subjects: | |
Online Access: | https://www.mdpi.com/1420-3049/28/1/321 |
Similar Items
-
EC-Conf: A ultra-fast diffusion model for molecular conformation generation with equivariant consistency
by: Zhiguang Fan, et al.
Published: (2024-09-01) -
Generation of conformational ensembles of small molecules via surrogate model-assisted molecular dynamics
by: Juan Viguera Diez, et al.
Published: (2024-01-01) -
Conformal bootstrap equations from the embedding space operator product expansion
by: Jean-François Fortin, et al.
Published: (2024-10-01) -
Conf-GEM: A geometric information-assisted direct conformation generation model
by: Zhijiang Yang, et al.
Published: (2024-12-01) -
Conflict, conformity and social status /
by: Lee, Hans
Published: (1975)