Author

Jia-Ning Liu

2 papers indexed here

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Oct 2026

Scalable and Interpretable Chemical Neurotoxicity Prediction via Multi-Modal Gated Fusion and ChemBERTa

Chemical exposure causes adverse neurological outcomes, highlighting the need for high-throughput screening of chemical neurotoxicity. However, existing computational methods rely on single-modality inputs and lack complementary molecular information to sufficiently enhance the accuracy and efficiency of neurotoxicit...

Li-Lai Shen, Zi-Yu Chen, Yi-Zhou Huang et al. · Environmental Science &... · 0 citations

#machine learning Jul 2026

Higher-Order Geometric Updates for Levenberg-Marquardt Method via Riemann Normal Coordinates

A Riemann-normal-coordinate Levenberg-Marquardt method (RNC-LM), which eliminates the tangential component of residual acceleration order by order in a moving tangent frame, making the actual objective reduction more consistent with the linear model prediction of LM.

Jia-Ning Liu, Dong H. Zhang · arXiv.org · 0 citations