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Georgia Channing

cgeorgiaw

AI & ML interests

science!

Recent Activity

liked a dataset about 4 hours ago

Allanatrix/SSB_Dataset

updated a Space 2 days ago

hugging-science/Google-Summer-of-Code

published a Space 2 days ago

hugging-science/Google-Summer-of-Code

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posted an update 3 months ago

Post

1549

🚀🚀🚀Huge biotech data drop today🚀🚀🚀

The largest drug-target dataset ever created was just released on Hugging Face—and it's still growing...

EvE Bio is further updating the dataset every 8 weeks. Drug development dream.

Read the blog: https://huggingface.co/blog/hugging-science/eve-bio-mapping-the-pharmone-drug-interaction
Play with the data: eve-bio/drug-target-activity

reacted to evijit's post with 🔥❤️ 4 months ago

Post

2649

AI for Scientific Discovery Won't Work Without Fixing How We Collaborate.

My co-author @cgeorgiaw and I just published a paper challenging a core assumption: that the main barriers to AI in science are technical. They're not. They're social.

Key findings:

🚨 The "AI Scientist" myth delays progress: Waiting for AGI devalues human expertise and obscures science's real purpose: cultivating understanding, not just outputs.
📊 Wrong incentives: Datasets have 100x longer impact than models, yet data curation is undervalued.
⚠️ Broken collaboration: Domain scientists want understanding. ML researchers optimize performance. Without shared language, projects fail.
🔍 Fragmentation costs years: Harmonizing just 9 cancer files took 329 hours.

Why this matters: Upstream bottlenecks like efficient PDE solvers could accelerate discovery across multiple sciences. CASP mobilized a community around protein structure, enabling AlphaFold. We need this for dozens of challenges.

Thus, we're launching Hugging Science! A global community addressing these barriers through collaborative challenges, open toolkits, education, and community-owned infrastructure. Please find all the links below!

Paper: AI for Scientific Discovery is a Social Problem (2509.06580)
Join:

hugging-science
Discord: https://discord.com/invite/VYkdEVjJ5J

replied to their post 5 months ago

hmmm maybe we need a MiniFold...

posted an update 5 months ago

Post

6020

🚀🚀🚀 The largest ever dataset of co-folded 3D protein-ligand structures just dropped on HF!!

Meet SAIR (Structurally Augmented IC₅₀ Repository): 5M+ AI-generated complexes with experimentally measured drug potency data from SandboxAQ. 🚀🚀🚀

Check it out and explore here: SandboxAQ/SAIR

3 replies

posted an update 6 months ago

Post

646

Just dropped the most influential materials science data of the year so far! Check it out :)))

cgeorgiaw/WyFormer-Symmetric-Crystals

1 reply

posted an update 8 months ago

Post

2801

Huge new bio datasets just dropped!!!

Check out them out @

ginkgo-datapoints
Read the blog for more info: https://huggingface.co/blog/cgeorgiaw/gdp

1 reply

posted an update 8 months ago

Post

1619

Snooping on HF is the best because sometimes you just discover that someone (in this case, Earth Species Project) is about to drop terabytes of sick (high quality animal sounds) data...

EarthSpeciesProject/NatureLM-audio-training

posted an update 8 months ago

Post

532

Just dropped two bigger physics datasets (both on photonics)!

NUMBA 1: SIB-CL
This dataset of Surrogate- and Invariance-Boosted Contrastive Learning (SIB-CL) datasets for two scientific problems:
- PhC2D: 2D photonic crystal density-of-states (DOS) and bandstructure data.
- TISE: 3D time-independent Schrödinger equation eigenvalue and eigenvector solutions.

NUMBA2: 2D Photonic Topology
Symmetry-driven analysis of 2D photonic crystals: 10k random unit cells across 11 symmetries, 2 polarizations, 5 contrasts. Includes time-reversal breaking cases for 4 symmetries at high contrast.

Check them out: cgeorgiaw/sib-cl & cgeorgiaw/2d-photonic-topology

Georgia Channing

AI & ML interests

Recent Activity

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cgeorgiaw's activity