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Rama K. Vasudevan
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Rama K. Vasudevan13 visible / 13 total nodes / 12 links

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AuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipRama K. VasudevanARama K. VasudevanResearcherExploring Electron Beam Induced Atomic Assembly via Reinforcement Learning in a Molecular Dynamics EnvironmentWExploring Electron Beam...preprint / 2021Discovering mechanisms for materials microstructure optimization via reinforcement learning of a generative modelWDiscovering mechanisms ...preprint / 2022Off-the-shelf deep learning is not enough: parsimony, Bayes and causalityWOff-the-shelf deep lear...preprint / 2020Bayesian inference in band excitation Scanning Probe Microscopy for optimal dynamic model selection in imagingWBayesian inference in b...preprint / 2020Bayesian Optimization in Continuous Spaces via Virtual Process EmbeddingsWBayesian Optimization i...preprint / 2022Exploring physics of ferroelectric domain walls via Bayesian analysis of atomically resolved STEM dataWExploring physics of fe...preprint / 2021Anisotropic conductivity of uncharged domain walls in BiFeO3WAnisotropic conductivit...preprint / 2012Automated Experiments of Local Non-linear Behavior in Ferroelectric MaterialsWAutomated Experiments o...preprint / 2022Toward Decoding the Relationship between Domain Structure and Functionality in Ferroelectrics via Hidden Latent VariablesWToward Decoding the Rel...preprint / 2021Guided search for desired functional responses via Bayesian optimization of generative model: Hysteresis loop shape engineering in ferroelectricsWGuided search for desir...preprint / 2020Gaussian process analysis of Electron Energy Loss Spectroscopy (EELS) data: parallel reconstruction and kernel controlWGaussian process analys...preprint / 2020Reconstruction of the lattice Hamiltonian models from the observations of microscopic degrees of freedom in the presence of competing interactionsWReconstruction of the l...preprint / 2020
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Rama K. Vasudevan

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PaperExploring Electron Beam Induced Atomic Assembly via Reinforcement Learning in a Molecular Dynamics EnvironmentAuthorship / preprint / 2021PaperDiscovering mechanisms for materials microstructure optimization via reinforcement learning of a generative modelAuthorship / preprint / 2022PaperOff-the-shelf deep learning is not enough: parsimony, Bayes and causalityAuthorship / preprint / 2020PaperBayesian inference in band excitation Scanning Probe Microscopy for optimal dynamic model selection in imagingAuthorship / preprint / 2020PaperBayesian Optimization in Continuous Spaces via Virtual Process EmbeddingsAuthorship / preprint / 2022PaperExploring physics of ferroelectric domain walls via Bayesian analysis of atomically resolved STEM dataAuthorship / preprint / 2021PaperAnisotropic conductivity of uncharged domain walls in BiFeO3Authorship / preprint / 2012PaperAutomated Experiments of Local Non-linear Behavior in Ferroelectric MaterialsAuthorship / preprint / 2022

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