Author

Fu Liu

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Open access Aug 2026

Interpretable Small-Sample Deep Learning with Approximate Attribution Enhancement for Atomically Precise Gold Nanoclusters Synthesis

Small experimental datasets make synthesis-condition modelling particularly sensitive to overfitting and data leakage. Here, a graph convolutional neural network (GCNN) was coupled with approximate attribution enhancement (AAE) and evaluated on 54 gold-nanocluster synthesis records using a strict fold-local pipeline. A...

Zi-Yue You, Yi-Tong Qin, Yu-Bing Gao et al. · Molecules · 0 citations

Aug 2026

PPsAMP: A Novel Computational Framework for Short Antimicrobial Peptide Identification by Fusing Fine-Tuned Semantic and Physicochemical Features via Cross-Attention.

The widespread misuse of antibiotics has led to a global antimicrobial resistance crisis, highlighting the urgent need for novel antibacterial strategies. Short antimicrobial peptides (sAMPs), while maintaining strong antimicrobial activity, offer superior bioavailability and synthetic feasibility, thus holding great p...

Sheng-Xi Liu, Xi-Zhe Gao, Jing-Yu Wang et al. · Journal of Chemical Informat... · 0 citations