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characterization of germanium detectors, develop advanced Monte Carlo models and AI-driven analysis tools to optimize detector response, and to promote precision medical imaging and low energy dark matter searches
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research focus areas include stochastic simulation and approximation methods (for example, Markov Chain Monte Carlo, interacting particle systems, PINNs) or stochastic optimization (e. g., stochastic
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using Monte Carlo and molecular dynamics methods, along with analysis of the obtained results familiarity with scientific computing tools and environments, such as Wolfram Mathematica readiness to conduct
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theory together with mean-field modeling and Monte-Carlo simulations for reaction kinetics. By linking quantum mechanical calculations with kinetic modeling, it is possible to bridge both length and time
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(medallion architecture, incremental loads, schema management) is expected. Data Observability and Pipeline Monitoring: Experience with data observability platforms (such as Monte Carlo, Acceldata, Anomalo
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experience with graph‑based ML or GNNs is a plus Experience or coursework involving modeling and simulation techniques, such as: Network, agent‑based, or discrete‑event simulation Monte Carlo or stochastic
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(GNNs) is a plus Experience with modeling and simulation techniques, such as: Network, agent‑based, or discrete‑event simulation Monte Carlo or stochastic simulation methods Simulation‑in‑the‑loop (SiL
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numerical simulation methods; effective field theories (e.g. SMEFT/HEFT); collider or flavour phenomenology; Monte Carlo event generation and analysis; phenomenological model building; computational and
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contributions to dark matter research. Collaboration members contribute to detector calibration, data acquisition, event reconstruction, background modeling, statistical data analysis, and Monte Carlo simulations
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computational tools to predict materials properties at the quantum level. In addition, electronic structure methods that go beyond the accuracy of DFT such as Quantum Monte Carlo, GW, and other advanced