Gibson Lab @GibsonLab
Gibson Lab @harvardmed & @brighamresearch | ML and control for biology | PI: @travisegibson gibsonlab.io Boston, MA Joined July 2015-
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"Learning ecosystem-scale dynamics from microbiome data with MDSINE2" We have also included two of the densest longitudinal microbiome studies to date with "humanized" mice (healthy and UC human donor). 76 sample per mouse over 65 days. 16S and qPCR nature.com/articles/s4156…
Out Now! Learning ecosystem-scale dynamics from microbiome data with MDSINE2 bit.ly/3K0yguN #Microbiome #BayesianStatistics #EcosystemDynamics
A nice blog post by MGB on our work nature.com/articles/s4156… can be found here mgriblog.org/2025/08/04/cop…
Our paper on strain tracking is now open access. nature.com/articles/s4156…
Several Postdoc Fellow openings. All fellows have triple appointment at HMS,BWH, and Broad - Biological sequence models - Learning single cell dynamics - Bacteriotherapy design, “bugs-as-drugs” more details: gibsonlab.io/openings/
If you like our work and want to join please reach out!
If you like our work and want to join please reach out!
Two abstracts #cshlmbiome @cshlmeetings Dynamical systems inference for learning the rules of microbial colonization -@dannnmacdonald Oral: Thursday 9AM Direct, noninvasive single molecule measurements reveal the gut microbiome to be a shock absorber -Utkarsh Sharma Poster #195
Updated our pre-print: Strain tracking with uncertainty quantification Better benchmarking- strains are mutated before including them in the database, comparator method added, real dataset added that has WGS isolates, and model improvements. Take a look doi.org/10.1101/2023.0…
New Pre-print📄 "On the stability of second order gradient descent for time varying convex functions" arxiv.org/abs/2405.13765
New opening in the lab for postdoc interested in "Designing microbial communities using control theory principles" gibsonlab.io/controlmicrobi…
Congrats to @dannnmacdonald on his @NSERC_CRSNG Banting Postdoctoral Fellowship! banting.fellowships-bourses.gc.ca/en/app-dem_ove…
Official Job Posting partners.taleo.net/careersection/…
Official Job Posting partners.taleo.net/careersection/…
We are hiring a wet-lab research associate to work on multiplexed error-robust fluorescence in situ hybridization (MERFISH) and ultrasensitive single molecule array (Simoa) assay development in conjunction with David Walt's lab wyss.harvard.edu/team/core-facu…. Reach out if interested.
We are excited to host Dr. @GorinGennady fresh PhD from @lpachter Lab - @Caltech. "Stochastic foundations for single-cell RNA sequencing" Today Nov 20th 4PM EST - Zoom zoom link with ability to join email list on announcement page comp-path.bwh.harvard.edu/events-all/gen…
“Microbial dynamics inference at ecosystem-scale” - just revised We have provided both a (Bayesian) model and, as a resource to the community, the most densely sampled microbiome time series to date (that we are aware of) with “humanized” mice biorxiv.org/content/10.110… 🧵
ABC Seminar today at 11 AM est. Hybrid - Duncan Reid conference room. Dylan Cable, MIT – “A statistical framework for characterizing cellular behavior in spatial transcriptomics” comp-path.bwh.harvard.edu/events-all/dyl…
Just released a pre-print of our in vivo work on central metabolic pathways supporting early gut colonization by C. difficile. Thanks to a great team at #BWH in the Mass. Host-Microbiome Ctr, #InstitutPasteur and #I2BC at U. Paris Saclay. biorxiv.org/content/10.110…

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