Smoky Mountain Data Challenge 2021: An Open Call to Solve Scientific Data Challenges Using Advanced Data Analytics and Edge Computing Conference Paper March, 2022
Towards automating structural discovery in scanning transmission electron microscopy* Journal February, 2022
Physics makes the difference: Bayesian optimization and active learning via augmented Gaussian process Journal February, 2022
Building an Integrated Ecosystem of Computational and Observational Facilities to Accelerate Scientific Discovery Book Chapter January, 2022
Atomic Edge-Guided Polyethylene Crystallization on Monolayer Two-Dimensional Materials Journal January, 2022
Exploring Causal Physical Mechanisms via Non-Gaussian Linear Models and Deep Kernel Learning: Applications for Ferroelectric Domain Structures Journal December, 2021
Exploring electron beam induced atomic assembly via reinforcement learning in a molecular dynamics environment Journal December, 2021
Tunable Microwave Conductance of Nanodomains in Ferroelectric PbZr0.2Ti0.8O3 Thin Film Journal December, 2021
Defect detection in atomic-resolution images via unsupervised learning with translational invariance Journal November, 2021
