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Computer Science and/or Chemical Engineering or equivalent; 2) Excellent mathematical and programming skills, in particular in the areas of Artificial Intelligence (AI) and machine learning including deep learning
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SCIPPlan is a mathematical optimisation based automated planner for domains with i) mixed (i.e., real and/or discrete valued) state and action spaces, ii) nonlinear state transitions
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English language proficiency requirements . This scholarship is also available to students undertaking Joint Research Awards when Monash University is the home institution. Benefits The Monash Graduate Impact 2030
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this question into several independent questions. This project will also contribute to an effort at Monash University in developing neuro-symbolic artificial intelligence methods. Required knowledge This project
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have a truck to land on. Required knowledge This project would suit a mathematics or computer science student with a background in combinatorial optimisation, operations research or mixed integer linear
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of Excellence (CoE) for Plant Success in Nature and Agriculture is a national research Centre which is administered by UQ and has Nodes at the University of Tasmania (UTAS), Monash University, Western Sydney
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[1,2,3,4,5,6] have shown that the unknown transition models can be accurately approximated as neuro-symbolic (deep) neural networks which then can be compiled into mathematical optimisation models (e.g., MILP
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College London. I graduated in Applied Physics from Caltech, and have held academic positions at the University of Bath, Imperial College London, and the University of Munich. In March 2022 I joined Monash
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Professor Paul Lasky. The successful candidates will hold a PhD in astrophysics, physics, computer science, mathematics, or a closely related field, and have experience in gravitational-wave astronomy, high
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can be used to learn simple models (e.g., decision trees [6], decision graphs [4, 5], etc.) or improve more complex models (e.g., neural networks [2]). Recent advancements in mathematical optimisation