109 citations · 134 across the 7 of their papers we have counts for
7 papers
Autonomous Electrochemistry Platform with Real-Time Normality Testing of Voltammetry Measurements Using ML
Anees Al-Najjar, Nageswara S. V. Rao, Craig A. Bridges +2
Electrochemistry workflows utilize various instruments and computing systems to execute workflows consisting of electrocatalyst synthesis, testing and evaluation tasks. The heterog…
Normality of I-V Measurements Using ML
Anees Al-Najjar, Nageswara S. V. Rao, Craig A. Bridges +1
Electrochemistry ecosystems are promising for accelerating the design and discovery of electrochemical systems for energy storage and conversion, by automating significant parts of…
Cyber Framework for Steering and Measurements Collection Over Instrument-Computing Ecosystems
Anees Al-Najjar, Nageswara S. V. Rao, Ramanan Sankaran +4
We propose a framework to develop cyber solutions to support the remote steering of science instruments and measurements collection over instrument-computing ecosystems. It is base…
Deep Learning for Automated Experimentation in Scanning Transmission Electron Microscopy
Sergei V. Kalinin, Debangshu Mukherjee, Kevin M. Roccapriore +9
Machine learning (ML) has become critical for post-acquisition data analysis in (scanning) transmission electron microscopy, (S)TEM, imaging and spectroscopy. An emerging trend is…
Enabling Autonomous Electron Microscopy for Networked Computation and Steering
Anees Al-Najjar, Nageswara S. V. Rao, Ramanan Sankaran +6
Advanced electron microscopy workflows require an ecosystem of microscope instruments and computing systems possibly located at different sites to conduct remotely steered and auto…
A roadmap for edge computing enabled automated multidimensional transmission electron microscopy
Debangshu Mukherjee, Kevin M. Roccapriore, Anees Al-Najjar +8
The advent of modern, high-speed electron detectors has made the collection of multidimensional hyperspectral transmission electron microscopy datasets, such as 4D-STEM, a routine.…
VFSIE -- Development and Testing Framework for Federated Science Instruments
Anees Al-Najjar, Nageswara S. V. Rao, Neena Imam +9
Recent developments in softwarization of networked infrastructures combined with containerization of computing workflows promise unprecedented compute anywhere and everywhere capab…