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; • Implementing and testing proposed methods in numerical case studies, with possible applications in quantitative finance, stochastic control, or risk management; • Preparing research manuscripts
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Optimization: Resolving hardware-specific performance and numerical precision challenges across diverse GPU environments. Architecture Design: Leading the design of new loss functions, model architectures
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with the development of advanced control strategies. The candidate will use operational data, computational modeling, and optimization techniques to improve cooling energy efficiency, thermal
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, numerical method, and data-driven/machine-learning approaches, including: · Numerical simulation of kinetic equations: fast algorithms with stability/convergence analysis; · Data-driven and machine
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models, and Large Language Modelling (LLM). Conduct extensive numerical experiments to validate and evaluate the performance of the proposed models. Present research results as academic papers and
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that mitigate coastal erosion, accumulate sediments, and restore land lost to seawater Develop new methods to upcycle solid waste to produce sustainable material for biocementation Perform numerical
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. The center offers an unusually interdisciplinary environment in comparison to traditional academic departments. We seek FRF applicants in all of our active areas of research: * numerical analysis
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segmentation algorithms, refinement of anatomical geometries, and optimization of surface and volumetric meshes. The fellow will also develop and evaluate multiphysics computational models coupling microwave
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numerical modeling methods (e.g., FEA, multi-body dynamics) of hydro-mechanical drilling systems. Proficiency in hybrid physics-based and data-driven architectures to resolve complex fluid dynamics and
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system Must have documented solid mathematical foundations on optimization (e.g., optimization modelling and numerical optimization), game theory, AI/ML (A focus on explainable AI e.g., will be valuable