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Genome assembly

I have Illumina sequenced paired end reads of an arthropod genome. I already mapped my reads to reference genome and generated a bam file and a vcf file Which reference based assembler should I use? I also thought to do the de novo assembly first and then use the reference to help scaffolding.

illumina bam genome vcf assembly

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