Peng Zan

No. 99, Shangda Road
Baoshan, 200444, China

Last Updated: 09/26/2026

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Found 25 publications

CBInformax: bioactivity-aware self-supervised molecular representation learning for molecular property and drug-drug interaction prediction.

CBInformax: bioactivity-aware self-supervised molecular representation learning for molecular property and drug-drug interaction prediction.

Journal: Molecular diversity

Published: June 04, 2026

A Multitask Active Learning Framework with Probabilistic Modeling for Multi-Species Acute Toxicity Prediction.

A Multitask Active Learning Framework with Probabilistic Modeling for Multi-Species Acute Toxicity Prediction.

Journal: Molecules (Basel, Switzerland)

Published: February 20, 2026

A structured oral formulation database for machine learning: Uncovering data-informed design strategies to facilitate effective formulation development.

A structured oral formulation database for machine learning: Uncovering data-informed design strategies to facilitate effective formulation development.

Journal: International journal of pharmaceutics

Published: January 22, 2026

CompBind: Complex Guided Pretraining-Based Structure-Free Protein-Ligand Affinity Prediction.

CompBind: Complex Guided Pretraining-Based Structure-Free Protein-Ligand Affinity Prediction.

Journal: Journal of chemical information and modeling

Published: January 21, 2026

SHIFT-DRP: Dynamic Multi-Scale Active Learning for Drug Response Prediction.

SHIFT-DRP: Dynamic Multi-Scale Active Learning for Drug Response Prediction.

Journal: Journal of chemical information and modeling

Published: December 15, 2025

ASCENT: an active transfer learning paradigm for efficient drug-target interaction prediction.

ASCENT: an active transfer learning paradigm for efficient drug-target interaction prediction.

Journal: Science China. Life sciences

Published: September 16, 2025

A meta learning and task adaptive approach for drug target affinity prediction.

A meta learning and task adaptive approach for drug target affinity prediction.

Journal: Nature communications

Published: August 21, 2025

IECata: interpretable bilinear attention network and evidential deep learning improve the catalytic efficiency prediction of enzymes.

IECata: interpretable bilinear attention network and evidential deep learning improve the catalytic efficiency prediction of enzymes.

Journal: Briefings in bioinformatics

Published: March 04, 2025

ToxACoL: an endpoint-aware and task-focused compound representation learning paradigm for acute toxicity assessment.

ToxACoL: an endpoint-aware and task-focused compound representation learning paradigm for acute toxicity assessment.

Journal: Nature communications

Published: November 24, 2024

Evidential deep learning-based drug-target interaction prediction.

Evidential deep learning-based drug-target interaction prediction.

Journal: Nature communications

Published: November 01, 2024

Decision confidence estimation and electroencephalogram features analysis based on animal recognition task.

Decision confidence estimation and electroencephalogram features analysis based on animal recognition task.

Journal: The Review of scientific instruments

Published: September 23, 2024

EEG-Based Feature Classification Combining 3D-Convolutional Neural Networks with Generative Adversarial Networks for Motor Imagery.

EEG-Based Feature Classification Combining 3D-Convolutional Neural Networks with Generative Adversarial Networks for Motor Imagery.

Journal: Journal of integrative neuroscience

Published: March 08, 2024

Showing 1-12 of 25

Last Updated: 09/26/2026