Concepedia

Chengyun Zhang

CZ

14

Publications

419

Citations

12

H-Index

2020

Active since

Affiliations

Zhejiang University of Technology(Current)

Chinese Academy of Sciences

Hangzhou Xixi hospital

Shanghai Institute of Materia Medica

Pharmaceutical Biotechnology (Czechia)

Chengyun Zhang is an author at Zhejiang University of Technology specializing in engineering, drug discovery, and deep learning.

Top concepts

EngineeringChemistryBiochemistryData ScienceDeep LearningDrug DiscoveryMachine LearningOrganic ChemistryTransfer LearningPredictive Analytics

Publications per year

2020–2024

14

Publications

14

Data augmentation and transfer learning strategies for reaction prediction in low chemical data regimes

Yun Zhang, Ling Wang, Xinqiao Wang et al. · Organic Chemistry Frontiers · 2021 · 67 citations

Reaction Prediction, Engineering, Machine Learning +18

Heck reaction prediction using a transformer model based on a transfer learning strategy

Ling Wang, Chengyun Zhang, Renren Bai et al. · Chemical Communications · 2020 · 63 citations

Artificial Intelligence, Engineering, Machine Learning +17

Retrosynthesis with attention-based NMT model and chemical analysis of “wrong” predictions

Hongliang Duan, Ling Wang, Chengyun Zhang et al. · RSC Advances · 2020 · 60 citations · Full text

Engineering, Chemical Analysis, Molecular Biology +18

HighFold: accurately predicting structures of cyclic peptides and complexes with head-to-tail and disulfide bridge constraints

Chenhao Zhang, Chengyun Zhang, Tianfeng Shang et al. · Briefings in Bioinformatics · 2024 · 39 citations · Full text

Transfer Learning: Making Retrosynthetic Predictions Based on a Small Chemical Reaction Dataset Scale to a New Level

Renren Bai, Chengyun Zhang, Ling Wang et al. · Molecules · 2020 · 38 citations · Full text

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