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rewarding career. Job Summary The Canadian Pharmacogenomics Network for Drug Safety (CPNDS) is a Pan-Canadian network for research with a specific aim to prevent serious adverse drug reactions (ADRs) by
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. These are Tackling Inequalities, Community Wellbeing and Environment and Net Zero. Alongside these, we lead a Health Determinants Research Collaboration with Rhondda Cynon Taf Council focused on addressing health
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systems engineering, electrical engineering, or other relevant areas Have a good fundamental knowledge of neural networks, state-of-the-art learning algorithms, and their applications to complex systems
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understanding of data evaluation, modeling, and interpretation of complex datasets Ability to work independently as well as collaboratively in an interdisciplinary and international research environment Very good
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About the role We wish to appoint a Research Assistant to undertake fundamental research on markets and regulation for energy networks to support accelerated energy transition. The successful
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particular, we aim to develop a neural network architecture that will allow us to accelerate solving AC power flow (AC-PF) computations, potentially facilitating real‑time contingency analysis, rapid design
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methods for their bottlenecks, these steps will then be replaced or supplemented with ML-based surrogates or approximators, such as random forests or shallow neural networks, trained to mimic the outputs
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instances to solve new, yet similar, instances more efficiently than with general purpose algorithms such as Netwon`s method. In particular, we aim to develop a neural network architecture that will allow us
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surrogates or approximators, such as random forests or shallow neural networks, trained to mimic the outputs of the original computations at a fraction of the cost. This hybridization aims not only
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strive for the highest level of complex care for children from diagnosis and treatment; provide outstanding education and training for students, postgraduate scholars, and physicians; and nurture the