Lior Pachter
@lpachter.bsky.social
9.7K followers 800 following 110 posts
Bren Professor of Computational Biology @Caltech.edu. Blog at http://liorpachter.wordpress.com. Posts represent my views, not my employer's. #methodsmatter
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lpachter.bsky.social
The @HCSSiM program has been an educational gem for decades, leading "to a world where people value the truth and the project of finding the truth". www.youtube.com/watch?v=lnL2...
Hunting Yellow Pigs
YouTube video by Hunting Yellow Pigs
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Reposted by Lior Pachter
arnausebe.bsky.social
Happy to share the Biodiversity Cell Atlas white paper, out today in @nature.com. We look at the possibilities, challenges, and potential impacts of molecularly mapping cells across the tree of life.
www.nature.com/articles/s41...
lpachter.bsky.social
I recently visited the town of Zbąszyń in Poland. I took some time there to reflect on the plight of refugees and to bear witness for the dead and the living. This led me to write something up about its history.
liorpachter.wordpress.com/2025/09/22/z...
Zbąszyń
The mathematician Carl Friedrich Gauss invented the heliotrope for long-distance surveying in 1821. Just a year later, he proved that least squares regression provided the BLUE estimator for data w…
liorpachter.wordpress.com
Reposted by Lior Pachter
lpachter.bsky.social
Brilliant work by Joseph Rich and Conrad Oakes working out the math and implementing wompwomp. It has been submitted to @bioconductor.bsky.social and in the future we may also implement it in Python to facilitate usage with single-cell genomics packages. Any feedback will be appreciated. Thx!
lpachter.bsky.social
he underlying optimization problems are NP-hard, but for many visualization tasks can probably be solved optimally. It was fun returning to Bryant and Huson's NeighborNet as a good heuristic, but there is certainly room for improvement.
lpachter.bsky.social
The advantage of organizing with wompwomp is evident in the clarity one sees when tracing, say, the Lannisters vs. Westeros
lpachter.bsky.social
The improvements produced by wompwomp are evident in the Game of Thrones dataset displayed at the opening of this thread. To the left is the alluvial plot without wompwomp, to the right with wompwomp.
lpachter.bsky.social
Work on wompwomp was motivated by plots made for this paper, where we first implemented a naïve approach to optimizing an alluvial plot (Fig. 1 panel D)
bsky.app/profile/alii...
lpachter.bsky.social
wompwomp sorts columns and blocks within columns to best reveal structure in data. For instance, this is a comparison of clustering algorithms viewed in a randomly organized alluvial plot, fixed columns (only blocks sorted), and fully optimized with wompwomp.
lpachter.bsky.social
In a new work with Joseph Rich and Conrad Oakes we tackle the problem of how to best organize alluvial plots. We formalize two optimization problems and develop a solution for them based on the neighbornet algorithm, implemented in the program wompwomp: github.com/pachterlab/w...
lpachter.bsky.social
Glacial area reduced by 41.6% from 1896 to 1921. Between 2015 and 2021, the rate at which Mount Rainier glaciers were losing area was more than two times faster than the rate estimated for the period of 2009 to 2015.

irma.nps.gov/DataStore/Do...

I took this photo on July 26, 2025.
lpachter.bsky.social
This is a good article and I completely agree with its argument for comprehensible research.
lpachter.bsky.social
Is there such a device?
lpachter.bsky.social
It’s true that there is a lot of room for improvement of warnings and there are many false positives right now. Then again, even a single life saved is as if the world was saved.
lpachter.bsky.social
Yes there is. At schools during the day teachers may be out of the classroom- even if brief it can happen, and kids may not be with teachers when they are, e.g. in bathrooms. At night kids at camps sleep without adults in their room.

For many natural or man-made disasters even seconds can matter.
lpachter.bsky.social
The confiscation of cell phones from children at schools & summer camps is largely the result of a national campaign by
@jonathanhaidt.bsky.social

But cell phones are safety devices used for notification & early warnings of active shooters, earthquakes, floods, tornados, tsunamis, wildfires, ..
Reposted by Lior Pachter
rmcelreath.bsky.social
Many such cases - be on guard against DoPRA (science is complex, but let's not fool ourselves that pre-pub peer review functions in these situations; need a year of post-pub to read these things)
lpachter.bsky.social
Fly connectome, Willow, TOI-715 b, Alphafold3, R21/Matrix‑M, geometric Langlands, O4 run, lenacapavir... just to name a tiny sliver of science last year.. and some people think "science was not vibrant in 2024". 👀
Reposted by Lior Pachter