Alán Aspuru‐Guzik

Computer Vision for Recognition of Materials and Vessels in Chemistry Lab Settings and the Vector-LabPics Dataset

2020 · ChemRxiv

This work presents a machine learning approach for computer vision-based recognition of materials inside vessels in a chemistry lab and other settings. In addition, we release a dataset associated with the training of the model …

Efficient Quantum Algorithm for All Quantum Wavelet Transforms

2023 · arXiv (Cornell University)

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. Unlike the Fourier transform, which is unique, a wavelet …

Feasibility of accelerating homogeneous catalyst discovery with fault-tolerant quantum computers

2024 · arXiv (Cornell University)

The industrial manufacturing of chemicals consumes a significant amount of energy and raw materials. In principle, the development of new catalysts could greatly improve the efficiency of chemical production. However, the discovery of viable catalysts …