Chengyun Zhang
Macao Polytechnic University(MO)
Publications by Year
Research Areas
Machine Learning in Materials Science, Chemical Synthesis and Analysis, Machine Learning in Bioinformatics, Computational Drug Discovery Methods, Protein Structure and Dynamics
Most-Cited Works
- → Retrosynthesis with attention-based NMT model and chemical analysis of “wrong” predictions(2020)76 cited
- → Data augmentation and transfer learning strategies for reaction prediction in low chemical data regimes(2021)68 cited
- → Heck reaction prediction using a transformer model based on a transfer learning strategy(2020)63 cited
- → HighFold: accurately predicting structures of cyclic peptides and complexes with head-to-tail and disulfide bridge constraints(2024)41 cited
- → Transfer Learning: Making Retrosynthetic Predictions Based on a Small Chemical Reaction Dataset Scale to a New Level(2020)38 cited
- → Multi_CycGT: A Deep Learning-Based Multimodal Model for Predicting the Membrane Permeability of Cyclic Peptides(2024)38 cited
- → Virtual data augmentation method for reaction prediction(2022)18 cited
- → Anthropogenic noise and habitat structure shaping dominant frequency of bird sounds along urban gradients(2024)17 cited
- → A graph-convolutional neural network for addressing small-scale reaction prediction(2021)16 cited
- → Reproducing the invention of a named reaction: zero-shot prediction of unseen chemical reactions(2022)16 cited