Sequence-variable attention temporal convolutional network for volcanic lithology identification based on well logs by Hanlin Feng, Zitong Zhang, Chunlei Zhang, Chengcheng Zhong, Qiaoyu Ma

“…This study aims to address the issue that native TCN pays insufficient attention to crucial logging variables and sequence structural features in well log tasks. A novel Sequence-Variable Attention Mechanism module is designed to effectively extract features by adding the bidirectional attention mechanism, which comprises the sequence attention mechanism and the variable attention mechanism. …”
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Advancing the Indian cattle pangenome: characterizing non-reference sequences in Bos indicus by Sarwar Azam, Abhisek Sahu, Naveen Kumar Pandey, Mahesh Neupane, Curtis P Van Tassell, Benjamin D Rosen, Ravi Kumar Gandham, Subha Narayan Rath, Subeer S Majumdar

“…A pangenome of Bos indicus cattle was constructed by comparing the newly assembled genomes with the reference using alignment and graph-based methods, revealing 8 Mb and 17.7 Mb of novel sequence respectively. A confident set of 6,844 Non-reference Unique Insertions (NUIs) spanning 7.57 Mb was identified through both methods, representing the pangenome of Indian Bos indicus breeds. …”
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Genomic analysis of Enterobacter cloacae complex from Southern Thailand reveals insights into multidrug resistance genotypes and genetic diversity by Thunchanok Yaikhan, Kamonnut Singkhamanan, Pawarisa Luenglusontigit, Arnon Chukamnerd, Natakorn Nokchan, Nutwadee Chintakovid, Sarunyou Chusri, Rattanaruji Pomwised, Monwadee Wonglapsuwan, Kittinun Leetanaporn, Surasak Sangkhathat, Komwit Surachat

“…We identified two novel sequence types (ST-1936 in E. bugandensis PSU30 and ST-1937 in E. roggenkampii PSU45) among the 14 distinct STs identified in our ECC isolates. …”
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