My research focuses on graphical models and causal inference, in particular in stochastic processes. An overarching goal of my work is to develop methods for extracting causal information from partial observation of, e.g., point processes, diffusions, and time series. In collaboration with researchers at the European Spallation Source , I develop and apply causal inference methods to solve challenging problems at this facility.
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My research focuses on graphical models and causal inference, in particular in stochastic processes. An overarching goal of my work is to develop methods for extracting causal information from partial observation of, e.g., point processes, diffusions, and time series. In collaboration with researchers at the European Spallation Source (ESS) , I develop and apply causal inference methods to solve challenging problems at this facility.