Design and development of piezoresistive MEMS sensors for applications in life sciences

Microfluidic BioMEMS sensors are a promising technology to bring personalized diagnostic on a chip. Currently large scale instruments are required to take measurements with microfluidic MEMS. This introduces a technical challenge to launch affordable bio medical devices into the market. Therefore, through this project, bulky instruments required for microfluidic MEMS sensors will be replaced with […]

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Advanced AI for Demand Forecast in Fashion and Apparel Retailing

The ultimate objective of the project is to develop an AI-based framework addressing the forecasting needs of a typical fashion and apparel retailer. The project activities involve development of models predicting demand for particular fashion and apparel items in the context of different customer groups, as well as techniques for identifying fashion trends. The developed […]

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Assessing the immune response to stem cell-derived beta cells and associated bioprinted devices for diabetes cell therapy

Type 1 diabetes (T1D) is an autoimmune disease where pancreatic beta cells are destroyed and no longer produce insulin, a hormone that maintains healthy blood sugar levels. People with T1D must replace insulin with injections or a pump. Although insulin is lifesaving, maintaining normal blood sugar levels is often a struggle for people with diabetes. […]

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Sensor-based Collision-Free Motion Planning and Control for Autonomous Cart Pullers at Advanced Intelligent Systems (AIS)

The objective is to develop and implement safe navigation algorithms and frameworks for autonomous cart pullers that are supposed to move planted pots on carts within an unknown and dynamically-changing environment in plant nurseries. The cart puller operation needs to be done safely in an environment that is shared by other vehicles, nursery utilities such […]

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Observing Microdosing: Effects on Cognitive Performance and Mental Health

We are studying the potential relationship between microdosing, cognitive performance and mental health. ‘Microdosing’ is the practice of taking psychedelic substances (e.g. psilocybin or LSD) in small, sub-perceptual amounts on a regular basis. There are many microdosing reports online, on blogs, and in books, but there are few research studies. The effects of microdosing on […]

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An automated manufacturability analysis system

Currently, the service provided by GRAD4 allows buyers to upload their designs for quotes from the suppliers. However, there is no initial manufacturability check for buyers to evaluate their parts before submitting their quotes. Buyers may get feedback from the suppliers, which indicates that their parts are not able to be manufacturable after a several-days […]

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Therapeutic efficacy of tryptamine analogues in a PC12 Cell as a model of depression via assessment of neurite outgrowth and enhanced cellular viability

There is a growing body of evidence that certain combinations of bioactives derived from natural source products may have potent effect on neuritogenesis and foster neuronal cell viability. The effect of neuron plasticity suggests there are potential treatments of major neurodegenerative and psychiatric conditions. In this project we are proposing to use a robust in […]

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Diagnostics and Explainable Machine Learning Models

Despite the advances of Machine Learning, the models are still being considered black-boxes that are difficult to diagnose and explain. The model performance diagnostic measures are critical to the assessment of the model’s relevance, accuracy and robustness. Good models’ performance is the primary enabler of their successful deployment in real-life applications. However, even if the […]

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Induction Heating Supply

Electrical heating of oil sands allows for production in situ in a mode similar to conventional liquid oil production. This avoids disturbing and redistributing the overburden and production sands. A further advantage of electrical heating is that the power consumption can be matched to the availability of sources such as wind power.

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Integrated Amino Analyzer

Develop and design a fully automated and simple to operate amino acid analyzer capable of detecting with high degree of sensitivity the broadest range of amino acid metabolites or molecular structures found in living cells and chemical compounds. Analyzing the makeup of these structures is often the core to understanding the cause of human health […]

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