Marco Galardini

@mgalactus.bsky.social

Computational biologist with a taste for microbiology. Associate professor at Twincore, MHH and HZI Wikipedia wanderer Lab website: https://www.microbial-pangenomes-lab.org/

I think at this stage it might make more sense to pretend there are no trains in Germany and simply start from scratch. Surely that's better than what we have now? (sorry for the rant, but I heard this is the right place to complain)

The only upside from finding an AfD stand just down the street from our place was that I got to explain to my daughter why what they stand for is horrible. Hopefully being shunned by a 5 year old will ruin their day (one can dream)

H

Minibwa is a hybrid of bwa-mem and minimap2 and the successor of bwa-mem for short-read mapping. ~4X/2.5X as fast as bwa-mem/bwa-mem2 for WGS reads at comparable accuracy. Native support of directional bisulfite-seq. Applicable to long reads. Preprint at arxiv.org/abs/2606.15357

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We've been looking at how to compare and cluster large numbers of genomes, such as those in large isolate databases such as AllTheBacteria, and metagenome assemblies (e.g. SPIRE, MGnify). On a combined dataset of 5.6 million assemblies, we can now cluster/dereplicate everything in under a day!

Johanna von Wachsmann@johannavw.bsky.social · 2mo ago

🧬 New preprint! We clustered 5.6 million bacterial genomes into genomically cohesive units (GCUs) 500× faster than existing tools. (In just 14 hours, 16.5 GB RAM using 48 CPUs). 🦠🐙Meet gemsparcl 💎✨! www.biorxiv.org/content/10.6...

1. How common is LLM use in scientific publishing, and how does it vary across field, publisher, journal prestige, author demographics etc.? @kylesiler.bsky.social has new paper in PNAS that addresses this question on a massive scale: 7.3 million papers from Elsevier, PLOS, MDPI, and Frontiers.

The diffusion of large language models in published academic articles | PNAS

Large language models (LLMs) are rapidly changing academic research, raising questions of who is adopting these tools and under what conditions. Th...

pnas.org