Papers matching “molecular machine learning” 7
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Machine learning predicts the impact of antibiotic properties on the composition and functioning of bacterial community in aquatic habitats2022 The Science of The Total Environment article Environmental Science Pharmaceutical and Antibiotic Environmental Impacts Open access
Jian Kang, Zhenyan Zhang, Yiling Chen, Zhigao Zhou, Jinfeng Zhang, Nuohan Xu, +4 more
29citations -
Integrating Functional Genomic Descriptors into Explainable Machine-Learning Models for Cross-Aquatic Species Prediction of Metal-Containing Nanomaterials Ecotoxicity2026 Environmental Science & Technology Letters article Environmental Science Environmental Toxicology and Ecotoxicology
Yunchi Zhou, Ying Wang, Willie J.G.M. Peijnenburg, Martina G. Vijver, Kmy Leung, Surendra Balraadjsing, +3 more
0citations -
Development of a machine‐learning model to identify the impacts of pesticides characteristics on soil microbial communities from high‐throughput sequencing data2022 Environmental Microbiology article Environmental Science Pesticide and Herbicide Environmental Studies Open access
Mingjing Ke, Nuohan Xu, Zhenyan Zhang, Danyan Qiu, Jian Kang, Tao Lu, +5 more
25citations -
High-resolution reconstruction of a Jumbo-bacteriophage infecting capsulated bacteria using hyperbranched tail fibers2022 Nature Communications article Environmental Science Bacteriophages and microbial interactions Open access
Ruochen Ouyang, Ana Rita Costa, C. Keith Cassidy, Aleksandra Otwinowska, Vera C. J. Williams, Agnieszka Łątka, +6 more
45citations -
Coupled Lipidomics and Digital Pathology as an Effective Strategy to Identify Novel Adverse Outcome Pathways in Eisenia fetida Exposed to MoS2 Nanosheets and Ionic Mo2023 Environmental Science & Technology article Environmental Science Environmental Toxicology and Ecotoxicology Open access
Kailun Sun, Jason Christopher White, Hao Qiu, Cornelis A.M. van Gestel, Willie J.G.M. Peijnenburg, Erkai He
25citations
7 results