5 papers · 1 filter
Born-Qualified: An Autonomous Framework for Deploying Advanced Energy and Electronic Materials
Steven R. Spurgeon, Milad Abolhasani, Frederick Baddour +28
Autonomous science is transforming how we discover materials and chemical systems for advanced energy technologies. However, many initially promising systems never reach deployment…
Band Alignment Tuning from Charge Transfer in Epitaxial SrIrO/SrCoO Superlattices
Jibril Ahammad, Brian B. Opatosky, Tanzila Tasnim +6
Understanding charge transfer at oxide interfaces is crucial for designing materials with emergent electronic and magnetic properties, especially in systems where strong electron c…
New Materials, New Functionalities: Molecular Beam Epitaxy of Ultra-High Conductivity Oxides
Gaurab Rimal, Tanzila Tasnim, Brian Opatosky +6
Understanding fundamental properties of materials is necessary for all modern electronic technologies. Toward this end, the fabrication of new ultrapure thin film materials is crit…
Deep learning with reflection high-energy electron diffraction images to predict cation ratio in SrTiO thin films
Sumner B. Harris, Patrick T. Gemperline, Christopher M. Rouleau +2
Machine learning (ML) with in situ diagnostics offers a transformative approach to accelerate, understand, and control thin film synthesis by uncovering relationships between synth…
Improvement of Data Analytics Techniques in Reflection High Energy Electron Diffraction to Enable Machine Learning
Patrick T. Gemperline, Rajendra Paudel, Rama K. Vasudevan +1
Perovskite oxides such as LaFeO are a well-studied family of materials that possess a wide range of useful and novel properties. Successfully synthesizing perovskite oxide samp…