RV
Rama Vasudevan
Oak Ridge National Laboratory, UNSW Sydney
Research areas: Materials Science · Materials Chemistry · Ferroelectric and Piezoelectric Materials · Machine Learning in Materials Science · Advanced Electron Microscopy Techniques and Applications
0000-0003-4692-8579
Employment
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Oak Ridge National Laboratory Group Leader2022 - Present
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Oak Ridge National Laboratory Research and Development Staff2016 - Present
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Oak Ridge National Laboratory Postdoctoral Research Associate2013 - 2016
Education
- 2010 - 2013
Projects & Funding
Projects & funding information is unavailable.
Publications (164)
- Inference‐Sufficient Representations for High‐Throughput Measurement: Lessons from Lossless Compression Benchmarks in 4D‐STEM Save
- SimuScan-Agent: language-model orchestration of synthetic-data-driven autonomous atomic force microscopy Save
- Beyond Scalar Objectives: Expert-Feedback-Driven Autonomous Experimentation for Scientific Discovery at the Nanoscale Save
- Autonomous Acquisition in Scanning Transmission Electron Microscopy for Dynamic Sampling of Material Heterogeneities Save
- In Situ Heating STEM of the Thickness‐Dependent Evolution of Ferroelastic Domains Save
- Accelerating Structure–Property Relationship Discovery with Multimodal Machine Learning and Self-Driving Microscopy Save
- Scan‐Path‐ and Initial‐State‐Dependent Superdomain Switching in (111)‐Oriented PZT Save
- TileBac: A Benchmark CryoEM Dataset of Bacteria in Ultralow-Dose Montage Tiles Save
- Top Model Decision Tree: Selecting Segmentation Models for Reliable Quantitative Analysis in Low- and Ultralow-Dose CryoEM Save
- Non-classical ion-indiffusion processes in quasi-one-dimensional ionic conductor KTiOPO4 Save
- Automated Bacterial Identification and Morphological Feature Analysis in Low‐Dose Cryo‐EM Using YOLOv11 Save
- Beyond Optimization: Exploring Novelty Discovery in Autonomous Experiments Save
- Automated Construction of Artificial Lattice Structures with Designer Electronic States Save
- Harnessing data and control with AI/ML-driven polymerization and copolymerization Save
- Leveraging CryoEM and AI-Driven Morphological Feature Analysis for Insights on Bacterial Structures Save
- Large bandgap observed on the surfaces of EuZn2As2 single crystals Save
- Phase Engineering for Enhanced Piezoresponse in P(VDF‐TrFE) and Its Composites Save
- In Situ Observation of Ion Migration in a Ferroelectric Ionic Conductor Rb-KTP during Thermal Annealing Save
- Improvement of data analytics techniques in reflection high-energy electron diffraction to enable machine learning Save
- Deep Learning with Reflection High-Energy Electron Diffraction Images to Predict Cation Ratio in Sr2xTi2(1–x)O3 Thin Films Save