Search Results for author: Mengji Zhang

Found 3 papers, 0 papers with code

A deep graph model for the signed interaction prediction in biological network

no code implementations10 Jul 2024 Shuyi Jin, Mengji Zhang, Meijie Wang, Lun Yu

In pharmaceutical research, the strategy of drug repurposing accelerates the development of new therapies while reducing R&D costs.

Drug Discovery Tensor Decomposition

Mol-PECO: a deep learning model to predict human olfactory perception from molecular structures

no code implementations21 May 2023 Mengji Zhang, Yusuke Hiki, Akira Funahashi, Tetsuya J. Kobayashi

While visual and auditory information conveyed by wavelength of light and frequency of sound have been decoded, predicting olfactory information encoded by the combination of odorants remains challenging due to the unknown and potentially discontinuous perceptual space of smells and odorants.

molecular representation Retrieval

MS$^2$-Transformer: An End-to-End Model for MS/MS-assisted Molecule Identification

no code implementations29 Sep 2021 Mengji Zhang, Yingce Xia, Nian Wu, Kun Qian, Jianyang Zeng

Manually interpreting the MS/MS spectrum into the molecules (i. e., the simplified molecular-input line-entry system, SMILES) is often costly and cumbersome, mainly due to the synthesis and labeling of isotopes and the requirement of expert knowledge.

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