4.6k citations · 31.4k across the 155 of their papers we have counts for
163 papers
Efficient Quantum Algorithm for All Quantum Wavelet Transforms
Mohsen Bagherimehrab, Alan Aspuru-Guzik
Wavelet transforms are widely used in various fields of science and engineering as a mathematical tool with features that reveal information ignored by the Fourier transform. Unlik…
Atom-by-atom protein generation and beyond with language models
Daniel Flam-Shepherd, Kevin Zhu, Alán Aspuru-Guzik
Protein language models learn powerful representations directly from sequences of amino acids. However, they are constrained to generate proteins with only the set of amino acids r…
Designing Materials Acceleration Platforms for Heterogeneous CO2 Photo(thermal)catalysis
Andrew Wang, Carlota Bozal-Ginesta, Sai Govind Hari Kumar +2
Materials acceleration platforms (MAPs) combine automation and artificial intelligence to accelerate the discovery of molecules and materials. They have potential to play a role in…
Language models can generate molecules, materials, and protein binding sites directly in three dimensions as XYZ, CIF, and PDB files
Daniel Flam-Shepherd, Alán Aspuru-Guzik
Language models are powerful tools for molecular design. Currently, the dominant paradigm is to parse molecular graphs into linear string representations that can easily be trained…
Errors are Useful Prompts: Instruction Guided Task Programming with Verifier-Assisted Iterative Prompting
Marta Skreta, Naruki Yoshikawa, Sebastian Arellano-Rubach +6
Generating low-level robot task plans from high-level natural language instructions remains a challenging problem. Although large language models have shown promising results in ge…
MVTrans: Multi-View Perception of Transparent Objects
Yi Ru Wang, Yuchi Zhao, Haoping Xu +4
Transparent object perception is a crucial skill for applications such as robot manipulation in household and laboratory settings. Existing methods utilize RGB-D or stereo inputs t…