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numerical/computational modelling methods (e.g. discrete element method or finite element analysis) Strong programming skills Good written and verbal communication skills in English Considered an
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coursework (examples): Computational physics/scientific computing and numerical methods for PDEs High‑performance computing (parallel distributed programming, GPU programming) Astrophysical fluid dynamics
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are colleagues in numerical methods for geomechanics, geotechnical engineering, engineering geology and construction materials. Among them for example associate Professor Wojciech Sołowski, Professor
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audio. The opportunity to work on technical methods that support safer use of generative AI, including deepfake detection, watermark attribution, and robustness evaluation. Excellent computing and audio
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community. Would you like to develop new wireless positioning methods for challenging non-line-of-sight environments and validate them through real radio experiments? We are looking for a Doctoral
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simulation of variable speed electric machines Numerical methods for finite element simulations Magnetism in polycrystalline microstructures Magneto-mechanical interaction in ferromagnetism Experience or
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(experience in multiple fields are considered beneficial). Familiarity with simulation software and numerical methods and proficiency in programming languages (Rust, Python, MATLAB, C/C++, or similar
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fully determine the torsional response using conventional methods alone. Unknown external forces and torsional response can instead be estimated using methods such as convex optimization or Kalman
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reset, failures can be irreversible, and the real world keeps changing. Standard RL finds policies by optimizing over many hypothetical futures. Under non-ergodic dynamics, such an average may differ
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-level circuit design and simulation What We Offer We provide GPU computing for machine learning on Aalto's Triton high-performance computing cluster, alongside industry-standard circuit simulation tools