Charlie Pugh
@cwjpugh.bsky.social
PhD candidate - Machine Learning and Genomics @CRG.eu with @jonnyfrazer.bsky.social and @MafaldaFigDias
Reposted by Charlie Pugh
Applications are open for the @crg_eu PhD Programme! 20 fully funded positions — including one in our group through the Evolutionary Medical Genomics ITN.
Join us to develop deep generative models of cross-species data to tackle open questions in disease genetics.
www.crg.eu/en/content/t...
Join us to develop deep generative models of cross-species data to tackle open questions in disease genetics.
www.crg.eu/en/content/t...
October 23, 2025 at 11:01 AM
Applications are open for the @crg_eu PhD Programme! 20 fully funded positions — including one in our group through the Evolutionary Medical Genomics ITN.
Join us to develop deep generative models of cross-species data to tackle open questions in disease genetics.
www.crg.eu/en/content/t...
Join us to develop deep generative models of cross-species data to tackle open questions in disease genetics.
www.crg.eu/en/content/t...
New preprint in collaboration with @paulinanunezv.bsky.social supervised by @jonnyfrazer.bsky.social and Mafalda Dias – we propose a simple approach to improving zero-shot variant effect prediction in pre-existing protein and genome language models: 🧶 1/n
www.biorxiv.org/content/10.1...
www.biorxiv.org/content/10.1...
From Likelihood to Fitness: Improving Variant Effect Prediction in Protein and Genome Language Models
Generative models trained on natural sequences are increasingly used to predict the effects of genetic variation, enabling progress in therapeutic design, disease risk prediction, and synthetic biolog...
www.biorxiv.org
May 26, 2025 at 5:30 PM
New preprint in collaboration with @paulinanunezv.bsky.social supervised by @jonnyfrazer.bsky.social and Mafalda Dias – we propose a simple approach to improving zero-shot variant effect prediction in pre-existing protein and genome language models: 🧶 1/n
www.biorxiv.org/content/10.1...
www.biorxiv.org/content/10.1...
Reposted by Charlie Pugh
May 22, 2025 at 10:29 AM
Reposted by Charlie Pugh
Three BioML starter packs now!
Pack 1: go.bsky.app/2VWBcCd
Pack 2: go.bsky.app/Bw84Hmc
Pack 3: go.bsky.app/NAKYUok
DM if you want to be included (or nominate people who should be!)
Pack 1: go.bsky.app/2VWBcCd
Pack 2: go.bsky.app/Bw84Hmc
Pack 3: go.bsky.app/NAKYUok
DM if you want to be included (or nominate people who should be!)
December 3, 2024 at 3:27 AM
Three BioML starter packs now!
Pack 1: go.bsky.app/2VWBcCd
Pack 2: go.bsky.app/Bw84Hmc
Pack 3: go.bsky.app/NAKYUok
DM if you want to be included (or nominate people who should be!)
Pack 1: go.bsky.app/2VWBcCd
Pack 2: go.bsky.app/Bw84Hmc
Pack 3: go.bsky.app/NAKYUok
DM if you want to be included (or nominate people who should be!)
Reposted by Charlie Pugh
Thanks Charlie for opening the PhD Symposium! Many thanks to everyone involved in its organisation. #CRGPhDSymp2024
November 28, 2024 at 9:10 AM
Thanks Charlie for opening the PhD Symposium! Many thanks to everyone involved in its organisation. #CRGPhDSymp2024