@ananthannambiar.bsky.social
Postdoc at @uwgenome.bsky.social with @wnoble.bsky.social
PhD from UIUC
BA from @reed.edu
I do ML on all kinds of biological data
Also, maybe I'll share some of my photography? We'll see...
PhD from UIUC
BA from @reed.edu
I do ML on all kinds of biological data
Also, maybe I'll share some of my photography? We'll see...
Reposted
Protein language models can predict epistasis (non-additivity of multiple point mutations) if predictions are nonlinearly transformed first www.biorxiv.org/content/10.1...
September 19, 2025 at 11:20 AM
Protein language models can predict epistasis (non-additivity of multiple point mutations) if predictions are nonlinearly transformed first www.biorxiv.org/content/10.1...
Reposted
Protein Language Models Capture Structural and Functional Epistasis in a Zero-Shot Setting https://www.biorxiv.org/content/10.1101/2025.09.14.676130v1
September 17, 2025 at 11:47 PM
Protein Language Models Capture Structural and Functional Epistasis in a Zero-Shot Setting https://www.biorxiv.org/content/10.1101/2025.09.14.676130v1
We were wondering: Do protein language models learn epistatic signals during pretraining?
Turns out, yes!
Protein Language Models Capture Structural and Functional Epistasis in a Zero-Shot Setting
www.biorxiv.org/content/10.1...
Turns out, yes!
Protein Language Models Capture Structural and Functional Epistasis in a Zero-Shot Setting
www.biorxiv.org/content/10.1...
September 18, 2025 at 12:01 AM
We were wondering: Do protein language models learn epistatic signals during pretraining?
Turns out, yes!
Protein Language Models Capture Structural and Functional Epistasis in a Zero-Shot Setting
www.biorxiv.org/content/10.1...
Turns out, yes!
Protein Language Models Capture Structural and Functional Epistasis in a Zero-Shot Setting
www.biorxiv.org/content/10.1...