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CTRL K
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    CTRL K
      • Curriculum Vitae
      • News
      • Papers and Presentations
      • Posts
        • Determinantal Point Processes
        • Gaussian Process Regression via Kalman Filtering
      • Projects
        • Bayesian Filtering for Digital Twins
        • Bayesian Methods for Atomistic Modeling of Materials
        • Controlled Generative Diffusions for Rare-Event Simulation
        • Heteroscedastic Gaussian Process Surrogate Modeling
        • High-Performance Computing for Probabilistic Hazard Analysis
        • Image Segmentation for Land Use Classification
        • Low-Rank Structure in Drift Functions of SDEs
        • Path-Space Approaches to Learning Stochastic Differential Equations
        • Robust Stochastic Optimal Control in Reduced Dimensions
        • Stein Kernelized Dynamics for Active Learning
        • Training Set Selection by Determinantal Point Processes
      • Talks & Presentations
      • Bayesian Filtering for Digital Twins
      • Bayesian Methods for Atomistic Modeling of Materials
      • Controlled Generative Diffusions for Rare-Event Simulation
      • Heteroscedastic Gaussian Process Surrogate Modeling
      • High-Performance Computing for Probabilistic Hazard Analysis
      • Image Segmentation for Land Use Classification
      • Low-Rank Structure in Drift Functions of SDEs
      • Path-Space Approaches to Learning Stochastic Differential Equations
      • Robust Stochastic Optimal Control in Reduced Dimensions
      • Stein Kernelized Dynamics for Active Learning
      • Training Set Selection by Determinantal Point Processes
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      • System

      Projects

      Data-Driven Modeling of MaterialsData-Driven Modeling of Materials
      Quantifying uncertainty across simulation scales
      Project Overview
      Virtual Sensing in Structural Health MonitoringVirtual Sensing in Structural Health Monitoring
      Robust structural health monitoring via the GPLFM
      Paper Summary
      Seismic Response Estimation via KrigingSeismic Response Estimation via Kriging
      Surrogate modeling for regional-level seismic simulation
      Paper Summary
      Probabilistic Hazard AnalysisProbabilistic Hazard Analysis
      Risk-informed decision making for natural hazards
      Project Overview
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