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such systems are limited to the learning errors due to the neural component. In this Ph.D. project, you will be exploring the use of Physics-Informed Neural Networks to encode the symbolic knowledge
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resources to avoid downtime, adjusting dynamically as traffic fluctuates. For researchers and students, this component focuses on developing ML models to predict resource needs, improving load distribution
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overseeing activities such as financial planning, budgeting, forecasting, activity-based costing, transaction management, modelling, financial analysis, reporting and financial performance monitoring
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various sources. Required knowledge Python programming Machine learning background Image analysis Video analysis
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culture, flow cytometry, and comprehensive data analysis. In addition to experimental work, the role includes lab management duties—such as maintaining inventories, preparing reagents, writing protocols
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The Senior Receivable Services Officer will provide expert advice to a range of stakeholders and will perform various financial transactions and data analysis. The Senior Receivable Services Officer plays
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systems, is key to ensuring the accurate capture and interpretation of time worked, enabling correct payment of employee entitlements. You will perform end-to-end functional analysis, actively contributing
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cancers. Working as part of a translational research team, you will support a wide range of laboratory-based activities—spanning tissue banking, sample preparation for molecular analysis, and maintenance
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solution eleXsys as a core element operating autonomous microgrids of the future, as well as providing integrated Volt/VAR management, allowing for full two-way energy flow in the entire microgrid network
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, and will provide expert advice and analysis to support Monash’s regulatory obligations, including preparing institutional submissions, coordinating audit responses, and developing strategies to maintain