Research Engineer, AI for Electrical Power Systems
london, south east england, united kingdom
DeepMind
flow equations, thermal limits, voltage limits). Design, implement, and maintain robust systems and workflows for generating large-scale synthetic datasets of power grid optimization problems based on various open-source grid models. Implement and utilize traditional optimization solvers (e.g., linear programming, mixed-integer programming, non … linear programming) to solve power grid optimization problems within our generated datasets. This may involve adapting existing solvers or developing custom solvers using libraries like Gurobi, IPOPT, etc. Maintain and contribute to our machine learning codebase, ensuring efficient data structures and seamless integration with our power system … models and optimization solvers. Participate in the deployment of trained machine learning models to cloud infrastructure, including the design and development of robust and scalable APIs for external access and integration. Design and implement rigorous unit, integration, and system tests to ensure the reliability, accuracy, and performance of our More ❯
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