Rama K Vasudevan Group Leader, Data NanoAnalytics Group at the CNMS Contact vasudevanrk@ornl.gov | 865.574.1034 All Publications Deep learning with plasma plume image sequences for anomaly detection and prediction of growth kinetics during pulsed laser deposition Designing workflows for materials characterization Autonomous convergence of STM control parameters using Bayesian optimization Selected Area Manipulation of MoS2 via Focused Electron Beam-Induced Etching for Nanoscale Device Editing 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 Discovering mechanisms for materials microstructure optimization via reinforcement learning of a generative model Machine Intelligence-Centered System for Automated Characterization of Functional Materials and Interfaces Autonomous Continuous Flow Reactor Synthesis for Scalable Atom-Precision... A Roadmap for Edge Computing Enabled Automated Multidimensional Transmission Electron Microscopy Bayesian optimization in continuous spaces via virtual process embeddings... Automated Experiments of Local Non-Linear Behavior in Ferroelectric Materials... High Velocity, Low-Voltage Collective In-Plane Switching in (100) BaTiO3 Thin Films... 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