Zhimin Zhang

19PUBLICATIONS
6CO-AUTHORS
Computational chemistryKnowledge representation and reasoningStatistical mechanics, physical combinatorics and mathematical aspects of condensed matterMetabolomic chemistryDeep learning
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Publications (19)

|Jul 20, 2026
CSU-EP: Contrastive Learning for Unifying Experimental and Predicted EI-MS Spectra.

|May 29, 2026
TeLLAgent: a dual-agent framework for reliable scientific discovery with tool-enhanced LLMs.

|May 18, 2026
P4NSU: Projection-Based Pretraining for Nonlinear Sparse Unmixing in Spectral Imaging.

|Apr 29, 2026
Mass Spectrometry Imaging of Glycosphingolipid C═C Position Isomers by On-tissue Capture-Epoxidation on a Diselenide-Functionalized Covalent Organic Framework.

|Dec 12, 2025
DeepMIR: A Hybrid Convolutional Neural Network-Transformer Framework for Accurate Identification of Target Components from Mid-Infrared Spectra of Mixtures.

Lin Tan, Yue Wang, Hailiang Zhang

|Sep 09, 2025
Calibration Transfer of Deep Learning Models among Multiple Raman Spectrometers via Low-Rank Adaptation.

Jiahui Lai, Miaomiao Li, Song Chen

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Frequent Collaborators

14 joint publications

Hongmei Lu

2 joint publications

Jinyu Sun

1 joint publications

Pingshan Wang

1 joint publications

Yi Chen