Search Results for author: Brandon Wood

Found 5 papers, 3 papers with code

Adjoint Sampling: Highly Scalable Diffusion Samplers via Adjoint Matching

no code implementations16 Apr 2025 Aaron Havens, Benjamin Kurt Miller, Bing Yan, Carles Domingo-Enrich, Anuroop Sriram, Brandon Wood, Daniel Levine, Bin Hu, Brandon Amos, Brian Karrer, Xiang Fu, Guan-Horng Liu, Ricky T. Q. Chen

We introduce Adjoint Sampling, a highly scalable and efficient algorithm for learning diffusion processes that sample from unnormalized densities, or energy functions.

Computational chemistry

EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations

2 code implementations21 Jun 2023 Yi-Lun Liao, Brandon Wood, Abhishek Das, Tess Smidt

Equivariant Transformers such as Equiformer have demonstrated the efficacy of applying Transformers to the domain of 3D atomistic systems.

Graph Property Prediction

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