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induced seismicity. Current models remain limited by the scarcity, heterogeneity, and noise of available data, as well as by incomplete knowledge of the subsurface. Physics-Informed Neural Networks (PINNs
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University of North Carolina at Chapel Hill | Chapel Hill, North Carolina | United States | about 22 hours ago
reduction and manifold learning * High-dimensional inference and feature selection * Generative modeling and digital twins * Reliability and interpretability of ML methods The postdoctoral researcher will be
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Your Job: This PhD project develops a Bayesian inference framework for hybrid model- and data-driven modeling of metabolism, with a particular focus on handling model misspecification. By combining
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19 Mar 2026 Job Information Organisation/Company University of Antwerp Research Field Computer science » Other Engineering » Electrical engineering Engineering » Other Mathematics » Applied
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2 Mar 2026 Job Information Organisation/Company Met Éireann Department Research & Applications Division Research Field Computer science » Modelling tools Mathematics » Computational mathematics
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mission of unlocking the “geometry of artificial intelligence” then please apply! What you will do Singular Learning Theory (SLT) is a mathematical framework for analysing statistical models that do not
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Mechanical Engineering, Applied Mathematics, Computational Modelling, Acoustics, Materials Science, or a related discipline. Demonstrated experience in multiphysics simulation, digital twin development
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formal methods. The successful candidate will contribute to advancing data-driven modeling techniques that enable formal safety guarantees for complex dynamical systems such as autonomous vehicles
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PhD Studentship: Green vs. Non-Green Innovation: The Role of Regulatory Policies and Market Dynamics
Business majors, they should demonstrate a clear interest in finance or economics. A strong quantitative background—particularly in mathematical modelling, statistical analysis, or computational methods—is
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check: Yes About the Department: The Mathematical Sciences Department offers undergraduate, Master’s, and Ph.D. programs in pure, applied, and computational mathematics. Research across a variety of