AI & ML interests

physics, chemistry, materials, earth, biology, quantum

cgeorgiawΒ 
posted an update about 2 months ago
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5636
πŸš€πŸš€πŸš€ The largest ever dataset of co-folded 3D protein-ligand structures just dropped on HF!!

Meet SAIR (Structurally Augmented ICβ‚…β‚€ Repository): 5M+ AI-generated complexes with experimentally measured drug potency data from SandboxAQ. πŸš€πŸš€πŸš€

Check it out and explore here: SandboxAQ/SAIR

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cgeorgiawΒ 
posted an update 2 months ago
cgeorgiawΒ 
posted an update 4 months ago
cgeorgiawΒ 
posted an update 4 months ago
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1593
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
cgeorgiawΒ 
posted an update 5 months ago
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496
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 SchrΓΆdinger 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