Search Results for author: Haote Li

Found 2 papers, 1 papers with code

DirectMultiStep: Direct Route Generation for Multi-Step Retrosynthesis

1 code implementation22 May 2024 Yu Shee, Haote Li, Anton Morgunov, Victor Batista

Traditional computer-aided synthesis planning (CASP) methods rely on iterative single-step predictions, leading to exponential search space growth that limits efficiency and scalability.

Multi-step retrosynthesis Retrosynthesis

Kernel-Elastic Autoencoder for Molecular Design

no code implementations12 Oct 2023 Haote Li, Yu Shee, Brandon Allen, Federica Maschietto, Victor Batista

We introduce the Kernel-Elastic Autoencoder (KAE), a self-supervised generative model based on the transformer architecture with enhanced performance for molecular design.

valid

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