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control of scientific codes (prompting, tool-use policies, error recovery); measure speed, accuracy, robustness, and cost vs. baselines. Materials design optimisation: define physics-informed fitness
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: Define and track metrics (MAE on Hamiltonian elements, band-structure error, DOS overlap, transport-relevant figures); compare against classical parameterisations. Uncertainty and active learning
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candidate within 2 weeks after the application deadline. Starting date 01.11.2025. There is some flexibility on the starting date. The selection committee reserves the right to not fill this position
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on essentials. It’s like learning to ride a bicycle; once you grasp the fundamentals and the correct techniques, the rest becomes easy,” Liao says. A pilot programme called ‘Jieping Class‘ is underway at CMU
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: You have the right to access, rectify and delete the data, as well as other rights indicated in the additional information; Additional information: You can consult additional and detailed information
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applications. The candidate will help on MSc and PhD students supervision and training. AVAILABLE INSTRUMENTS Thermo Fisher Spectra 300 (60-300 keV), double corrected and monochromated, Gatan Continuum EELS with