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Peng Tao

Substrate Recognition Reduces Side-Chain Flexibility for Conserved Hydrophobic Residues in Human Pin1
2007 · Andrew T. Namanja, Tao Peng, et al. · Structure · 74
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Sequence-specific dynamics modulate recognition specificity in WW domains
2007 · Tao Peng, John S Zintsmaster, et al. · Nature Structural & Molecular Biology · 58
Antitumor Activities of tRNA-Derived Fragments and tRNA Halves from Non-pathogenic Escherichia coli Strains on Colorectal Cancer and Their Structure-Activity Relationship
2022 · Kai-Yue Cao, Yu Pan, et al. · mSystems · 27
Spatiotemporal Transformer Neural Network for Time-Series Forecasting
2022 · Yujie You, Le Zhang, et al. · Entropy · 25
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Brain-inspired chaotic backpropagation for MLP
2022 · Peng Tao, Jie Cheng, et al. · Neural Networks · 23
A novel folding pathway of the villin headpiece subdomain HP35
2019 · Ercheng Wang, Peng Tao, et al. · Physical Chemistry Chemical Physics · 21
Predicting time series by data-driven spatiotemporal information transformation
2022 · Peng Tao, Xiaohu Hao, et al. · Information Sciences · 17
Brain-inspired chaotic spiking backpropagation
2024 · Zijian Wang, Peng Tao, et al. · National Science Review · 14
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The role of post-transcriptional modification on a new tRNAIle(GAU) identified from Ganoderma lucidum in its fragments’ cytotoxicity on cancer cells
2023 · Fei Ren, Kai-Yue Cao, et al. · International Journal of Biological Macromolecules · 13
Single-cell causal network inferred by cross-mapping entropy
2023 · Lin Li, Rui Xia, et al. · Briefings in Bioinformatics · 11
Molecular dynamics study of ways of RNA base-pair formation
2020 · Qiangqiang Duan, Peng Tao, et al. · Physical review. E · 10
Detecting dynamical causality by intersection cardinal concavity
2023 · Peng Tao, Qifan Wang, et al. · Fundamental Research · 9
Data-driven detection of critical points of phase transitions in complex systems
2023 · Peng Tao, Chenghang Du, et al. · Communications Physics · 8
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Using the generalized Born surface area model to fold proteins yields more effective sampling while qualitatively preserving the folding landscape
2020 · Peng Tao, Yi Xiao · Physical review. E · 8
Nucleic Acid Covalent Tags
2024 · Min Su, Tao Peng, et al. · ChemBioChem · 7
Pathway regulation mechanism revealed by cotranslational folding of villin headpiece subdomain HP35
2020 · Peng Tao, Ercheng Wang, et al. · Physical review. E · 6
Combinatorial optimization: From deep learning to large language models
2025 · Peng Tao, Luonan Chen · Science China Mathematics · 5
Role of cotranslational folding for β-sheet-enriched proteins: A perspective from molecular dynamics simulations
2022 · Peng Tao, Yi Xiao · Physical review. E · 4
Pathway regulation mechanism by cotranslational protein folding
2025 · Peng Tao, Yi Xiao · Communications Chemistry · 3
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Delayformer: Spatiotemporal Transformation for Predicting High‐Dimensional Dynamics
2025 · Zijian Wang, Peng Tao, et al. · Advanced Science · 2
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Transcription reshapes RNA hairpin folding pathways revealed by all-atom molecular dynamics simulations
2025 · Peng Tao, Yunda Si, et al. · PLoS Computational Biology · 2
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A ready-to-use RNA delivery platform modulated by metal ions
2025 · Zhaojian Qin, Yongzhuo Jiang, et al. · Chemical Engineering Journal · 2
Brain-Inspired Chaotic Graph Backpropagation for Combinatorial Optimization
2026 · Peng Tao, Kazuyuki Aihara, et al. · IEEE Transactions on Neural Networks and Learning Systems · 1
Explainable data generation from observed small samples by matrix tri-factorization
2026 · Bin Zhang, Peng Tao, et al. · Nature Communications
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Forecasting extreme temperature events by Hankel-augmented contrastive learning
2026 · Chengyang Qin, Yueyang Ding, et al. · National Science Review
Works count: 27
Citation count: 350
H-index: 10
I10-index: 11
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