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Georgia Channing

cgeorgiaw

AI & ML interests

science!

Recent Activity

upvoted an article about 5 hours ago

AI for Food Allergies

reacted to evijit's post with 🔥 about 6 hours ago

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: https://huggingface.co/papers/2509.06580 Join: https://huggingface.co/hugging-science Discord: https://discord.com/invite/VYkdEVjJ5J

liked a Space about 14 hours ago

hugging-science/awesome-food-allergy-datasets-viewer

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liked a Space about 14 hours ago

Awesome Food Allergy Datasets

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Explore food allergy research datasets

liked 6 datasets 3 days ago

liked a dataset 10 days ago

transferable-samplers/many-peptides-md

Updated 13 days ago • 69.2k • 6

liked 2 Spaces 13 days ago

Semantic Hugging Face Hub Search

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Find datasets and models using semantic search

Science Release Heatmap

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Browse AI models and datasets for scientific research

liked a dataset 14 days ago

SandboxAQ/aqcat25

Viewer • Updated Sep 11 • 11.1M • 453 • 26

liked a dataset 21 days ago

jnirschl/uBench

Viewer • Updated Dec 15, 2024 • 17.3k • 161 • 14

liked a Space 23 days ago

DoMINO with Ahmed Body Dataset - Multi-Scale Neural Operator for CFD

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Access JupyterLab for interactive coding

liked a Space 24 days ago

FAIR Chemistry Leaderboard

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Submit and view model evaluations on a leaderboard

liked a Space 25 days ago

AbMelt Complete MD Pipeline

🧬

Predict antibody thermostability using molecular dynamics simulations

liked a Space 27 days ago

Dataset Quest

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Submit and browse community datasets

liked a Space 28 days ago

Dataset Insight Portal

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Explore the datasets in HuggingFace and add your progress

liked a dataset 28 days ago

medarc/fmri-fm

Updated 22 days ago • 224 • 2

liked a dataset 29 days ago

arcinstitute/opengenome2

Preview • Updated 27 days ago • 2.79k • 105

liked a model about 1 month ago

Merck/TEDDY

Updated Sep 8 • 2