Search Results - "Vogt, Lucas"
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Enhancing three-dimensional convolutional neural network-based geometric feature recognition for adaptive additive manufacturing: a signed distance field data approach
Published in Journal of computational design and engineering (01-06-2023)“…Abstract In the context of additive manufacturing, the adjustment of process data to individual geometric features offers the potential to further increase…”
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Journal Article -
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Isolamento, cultivo e caracterização de células derivadas de cardioesferas de camundongos CD1
Published in Bioscience journal (01-09-2013)“…No Brasil, como em todo o mundo, as doenças cardiovasculares têm sido uma das principais causas de morte. A alta mortalidade e as poucas alternativas…”
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Journal Article -
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Towards cloud-based Control-as-a-Service for modular Process Plants
Published in 2023 IEEE 28th International Conference on Emerging Technologies and Factory Automation (ETFA) (12-09-2023)“…BACKGROUND: Computational and data-intensive technologies such as model predictive control and artificial intelligence have the potential to increase process…”
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Conference Proceeding -
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Demonstrating Containerization of Model Predictive Control for Modular Plants
Published in 2024 IEEE 7th International Conference on Industrial Cyber-Physical Systems (ICPS) (12-05-2024)“…Model predictive control has the potential to increase yields in the process industry, but its deployment is limited by high computational cost. In…”
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Conference Proceeding -
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Industrial Edge MLOps: Overview and Challenges
Published in Computer Aided Chemical Engineering (2024)“…Machine Learning Operations (MLOps) is not a buzzword anymore. In the last few years, there has been a lot of booms in different MLOps tools and frameworks…”
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Book Chapter