Rama K Vasudevan Group Leader, Data NanoAnalytics Group at the CNMS Contact vasudevanrk@ornl.gov | 865.341.3091 All Publications Bayesian Conavigation: Dynamic Designing of the Material Digital Twins via Active Learning Oak Ridge National Laboratory's Strategic Research and Development Insights for Digital Twins Optical and electronic functionality arising from controlled defect formation in nanoscale complex oxide lateral epitaxy Deep learning with plasma plume image sequences for anomaly detection and prediction of growth kinetics during pulsed laser deposition Autonomous Synthesis of Thin Film Materials with Pulsed Laser Deposition Enabled by In Situ Spectroscopy and Automation AEcroscopy: A Software–Hardware Framework Empowering Microscopy Toward Automated and Autonomous Experimentation Designing workflows for materials characterization Autonomous convergence of STM control parameters using Bayesian optimization A dynamic Bayesian optimized active recommender system for curiosity-driven partially Human-in-the-loop automated experiments Selected Area Manipulation of MoS2 via Focused Electron Beam-Induced Etching for Nanoscale Device Editing Physics-informed models of domain wall dynamics as a route for autonomous domain wall design via reinforcement learning Digital twins and deep learning segmentation of defects in monolayer MX2 phases Explainability and human intervention in autonomous scanning probe microscopy High-speed mapping of surface charge dynamics using sparse scanning Kelvin probe force microscopy A Multi-Objective Bayesian Optimized Human Assessed Multi-Target Generated Spectral Recommender System for Rapid Pareto Discoveries of Material Properties Probe microscopy is all you need Automated piezoresponse force microscopy domain tracking during fast thermally stimulated phase transition in CuInP2S6 Adaptive sampling for accelerating neutron diffraction-based strain mapping* Optimizing Patient-Specific Medication Regimen Policies Using Wearable Sensors in Parkinson’s Disease Real-time insight into the multistage mechanism of nanoparticle exsolution from a perovskite host surface Learning the right channel in multimodal imaging: automated experiment in piezoresponse force microscopy... Autonomous scanning probe microscopy with hypothesis learning: Exploring the physics of domain switching in ferroelectric mat... Exploring the Relationship of Microstructure and Conductivity in Metal Halide Perovskites via Active Learning-Driven Automate... Optimizing training trajectories in variational autoencoders via latent Bayesian optimization approach... Deep learning for exploring ultra-thin ferroelectrics with highly improved sensitivity of piezoresponse force microscopy Pagination Current page 1 Page 2 Page 3 … Next page ›› Last page Last » Key Links Curriculum Vitae Google Scholar ORCID LinkedIn Organizations Physical Sciences Directorate User Facilities Center for Nanophase Materials Sciences Theory & Computation Section Data NanoAnalytics Group
