M. Noack

activity

20202024

most citedA substitutional quantum defect in WS

_{2}

discovered by high-throughput computational screening and fabricated by site-selective STM manipulation

41 citations · 108 across the 8 of their papers we have counts for

collaborators

Showing 2021Show all

2 papers · 1 filter

cond-mat.mtrl-sci2021★ 34 cited

Autonomous Investigations over WS $_{2}$ and Au{111} with Scanning Probe Microscopy

John C. Thomas, Antonio Rossi, Darian Smalley +14

Individual atomic defects in 2D materials impact their macroscopic functionality. Correlating the interplay is challenging, however, intelligent hyperspectral scanning tunneling sp…

stat.ML2021★ 29 cited

Advanced Stationary and Non-Stationary Kernel Designs for Domain-Aware Gaussian Processes

Marcus M. Noack, James A. Sethian

Gaussian process regression is a widely-applied method for function approximation and uncertainty quantification. The technique has gained popularity recently in the machine learni…

Autonomous Investigations over WS2​ and Au{111} with Scanning Probe Microscopy

Advanced Stationary and Non-Stationary Kernel Designs for Domain-Aware Gaussian Processes

Autonomous Investigations over WS $_{2}$ and Au{111} with Scanning Probe Microscopy