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operationalized seasonal forecasts and test their skill as early warning systems, (iii) developing novel impact-focused attribution frameworks that integrates climatic and non-climatic drivers across sectors
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mechanisms and causal pathways to strengthen attribution analyses and model development, build operationalized seasonal forecasts and test their skill as early warning systems, (iii) developing novel impact
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include: Intrinsic uncertainty estimation in MLFFs (epistemic & aleatoric uncertainty) Negative log-likelihood and calibration methods for force-field training Feature-space and orbit-based analysis
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functions to work properly. Please turn on JavaScript in your browser and try again. UiO/Anders Lien 2nd February 2026 Languages English English English PhD-/Postdoctoral Research Fellowship "Convergence and