A5102896726- Heavy metals in environment
- Water Quality and Pollution Assessment
- Environmental Quality and Pollution
- Computational Drug Discovery Methods
- Ammonia Synthesis and Nitrogen Reduction
- Machine Learning in Materials Science
- Wastewater Treatment and Nitrogen Removal
- Microbial Natural Products and Biosynthesis
- Hydrology and Watershed Management Studies
- Cryospheric studies and observations
- Adsorption and biosorption for pollutant removal
- Climate variability and models
- Power Systems and Renewable Energy
- Geochemistry and Geologic Mapping
- Covalent Organic Framework Applications
- Regional Development and Environment
- Bioinformatics and Genomic Networks
- Protein Structure and Dynamics
- Coal and Its By-products
- High-Voltage Power Transmission Systems
- Gene expression and cancer classification
- Heavy Metal Exposure and Toxicity
- Mercury impact and mitigation studies
Zhejiang University
2021-2023
Second Affiliated Hospital of Zhejiang University
2023
Ministry of Ecology and Environment
2012-2023
Nanjing Institute of Environmental Sciences
2012-2017
Nanjing Library
2017
Peking University
2015-2016
Abstract Predicting the biological properties of molecules is crucial in computer-aided drug development, yet it’s often impeded by data scarcity and imbalance many practical applications. Existing approaches are based on self-supervised learning or 3D using an increasing number parameters to improve performance. These may not take full advantage established chemical knowledge could inadvertently introduce noise into respective model. In this study, we a more elegant transformer-based...
The concentrations of heavy metals (As, Cd, Cr, Cu, Hg, Ni, Pb and Zn) in 17 surface sediment samples from the Hailar River, upper source Ergun which is boundary river between China Russia, were analyzed. Traceability cause analysis carried out by correlation principal component analysis. results showed that Hg Cd sediments exceeded soil background values. Due to high biological toxicity factor highest potential ecological risk River its tributary Yimin River. sources As likely come human...
Chemoheterotrophic denitrification technologies using biopolymers as a solid carbon source and biofilm carriers have been widely trialed to remove nitrate from groundwater.
Molecular clustering analysis has been developed to facilitate visual inspection in the process of structure-based virtual screening. However, traditional methods based on molecular fingerprints or descriptors limit accuracy selecting active hit compounds, which may be attributed lack representations receptor structural and protein-ligand interaction during clustering. Here, a novel deep framework named ClusterX is proposed learn complexes cluster ligands. In ClusterX, graph was used...
Accurate drug response prediction (DRP) is a crucial yet challenging task in precision medicine. This paper presents novel Attention-Guided Multi-omics Integration (AGMI) approach for DRP, which first constructs Multiedge Graph (MeG) each cell line, and then aggregates multi-omics features to predict using structure, called edge-aware Network (GeNet). For the time, our AGMI explores gene constraint based integration DRP with whole-genome GNNs. Empirical experiments on CCLE GDSC datasets show...
In response to the detailed investigation in production enterprise by Ministry of Ecology and Environment People's Republic China, The soil pollution potential risk a coking welfare plant Liuzhou was carried out. Meanwhile, key facilities regions were identified. monitoring factors evaluated judge ecological health caused heavy metals (HMs) soil. At same time, application ArcGIS used for concentration interpolation analysis. correlation analysis principal component HMs applied identify...
To learn the denitrification performance of activated sludge, study selected waste newspaper(Short for PAP), yellow leaves Chinese parasol(Short LEA), polylactic acid(Short PLA), polyhydroxyalkanoates(Short PHA) as solid carbon sources, and compared effects such four kinds materials on sludge under different pH conditions.The found that there was strong adaptability to when these carbons were used sources.When value is between 4.5 9.5, removal rate nitrate nitrogen does not change much,...
In order to grasp the status of contamination heavy metals pollution in surface sediment Nanfei River, characteristics eight (Cd, Cr, Cu, Pb, Zn, As, Hg, Ni) were analysed and their potential ecological risks evaluated. The result showed that, concentrations Cd, Zn 4.45, 1.23, 3.27 times than corresponding background values, respectively. pH value concentration total organic carbon (TOC) have good correlation with as well each other. There are significant correlations for TOC-Cr, TOC-Ni,...
In order to grasp the status of contamination heavy metals pollution in surface sediment Nanfei River, characteristics eight (Cd, Cr, Cu, Pb, Zn, As, Hg, Ni) were analysed and their potential ecological risks evaluated. The result showed that, concentrations Cd, Zn 4.45, 1.23, 3.27 times than corresponding background values, respectively. pH value concentration total organic carbon (TOC) have good correlation with as well each other. There are significant correlations for TOC-Cr, TOC-Ni,...