Master thesis + Quantum Machine Learning for Crashworthiness Optimization
vor 2 Wochen
What to expect In crashworthiness optimization, we aim to design vehicles that are robust, safe, and lightweight. Evaluating these designs is computationally expensive, so we use surrogate models to approximate costly simulations. However, mathematical bottlenecks within the surrogate modeling process can limit efficiency and accuracy. In this Master’s thesis, you will explore how quantum algorithms can accelerate and enhance surrogate modeling, gaining hands-on experience with quantum machine learning methods, engaging with the latest literature, and contributing to cutting-edge research at the intersection of quantum computing and predictive modeling.Your tasksConduct focused literature research in the areas of quantum algorithms and surrogate modelingImplement quantum algorithms and develop quantum-enhanced surrogate modelsApply quantum machine learning models to benchmark functions and test their performanceCompare the performance of quantum models with classical approaches, analyzing strengths and limitationsYour profile Ongoing scientific university studies in mathematics, physics, computer science, engineering, or a related fieldExperience in optimization methods and techniquesStrong Python programming skillsProblem-solving skills and ability to work independentlyInterest in quantum computing and machine learningCuriosity and motivation to explore innovative computational methodsExperience with Gaussian Processes, GPyTorch, or PennyLane is a advantageous
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MACHINE LEARNING CONSULTANT
vor 2 Wochen
Cologne, Deutschland Machine Learning Reply VollzeitBeratung mit Kunden, um deren Geschäftsziele und Anforderungen an maschinelles Lernen zu verstehenDu bist maßgeblich daran beteiligt, wenn wir spannende Lösungen in den Bereichen Datenanalyse- und Machine Learning entwickeln und vorantreibenDu entwirfst und entwickelst cloudbasierte Lösungen für maschinelles Lernen unter Verwendung von AWS-, GCP-...
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Cologne, Deutschland Deutsches Zentrum für Luft- und Raumfahrt e.V. (DLR) VollzeitWhat to expectIn the Department for Flight Control and Simulation, one of the main activities is the development of full-motion simulators and their control algorithms. The algorithms consist of two parts. The first leads to the actual movement of the platform by providing joint angles or a Cartesian pose, which is then processed by the platform's...
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Cologne, Deutschland Deutsches Zentrum für Luft- und Raumfahrt e.V. (DLR) VollzeitWhat to expectYou will work at the intersection of machine learning, biomechanics, and vehicle safety. In this project, you will focus on generating human body model motion, with an emphasis on modeling, control, and movement patterns. You will gain hands-on experience in applying ML methods to engineering and biomechanical problems, contribute to...
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CLOUD ARCHITECT
vor 1 Woche
Cologne, Deutschland Machine Learning Reply VollzeitAls Teil unseres internationalen Teams unterstützt du unsere Kunden bei innovativen, technischen Ansätze für skalierbare, leistungsstarke und wartbare Cloudarchitekturen mit Schwerpunkt auf Anwendungen im Bereich Daten und maschinelles Lernen/künstliche IntelligenzAnhand von innovativen Open Source- und Cloud-Technologien stellst du unseren Kunden...
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Master Thesis
vor 2 Wochen
Cologne, Deutschland RooflineAI GmbH VollzeitWho we areRoofline is building a software development kit to run any model on disruptive hardware at the edge. We are looking for talented and ambitious engineers that are passionate about technology to design and implement new components in our software stack. You will work alongside other world class engineers to enable the full spectrum of AI applications...
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Azure AI
vor 19 Stunden
Cologne, Deutschland M365Connect VollzeitAzure AI & Machine Learning Engineer – DACH RegionLocation: RemoteAbout M365ConsultM365Consult bridges cutting-edge AI talent with enterprises implementing intelligent cloud solutions across the DACH region (Germany, Austria, Switzerland). We support your growth in this rapidly evolving and impactful field.Job DescriptionDesign, develop, and deploy...
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Cologne, Deutschland Deutsches Zentrum für Luft- und Raumfahrt e.V. (DLR) VollzeitWhat to expectThe Department is aiming at the understanding and prediction of dynamical processes in the atmospheric boundary layer and in the upper atmosphere. In the deep-convection group, we focus on the physics and short-term forecasting of atmospheric deep convection, i. e. thunderstorms, particularly in the context of aviation. To this end, we develop...
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Master Thesis Student
vor 2 Wochen
Cologne, Deutschland Deutsches Zentrum für Luft- und Raumfahrt e.V. (DLR) VollzeitWhat to expectAt the Innovation Centre for Small Aircraft Technologies in Würselen, DLR is shaping the future of aviation by researching cutting-edge solutions for electric flight. As part of your master thesis, you will contribute to the development of fuel cell propulsion systems for aircraft, with a focus on air-cooled, open-cathode fuel cell stacks as...
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Cologne, Deutschland Deutsches Zentrum für Luft- und Raumfahrt e.V. (DLR) VollzeitWhat to expectIn the DLR Project “Agile hochratenfertigung und optimierte inspektion für Kleinflugzeuge (AUDITOR)”, we aim to reduce the number of required material testing through a data-driven approach. Incorporating machine learning (ML) models could allow us to accelerate composite structure development while reducing associated costs and testing...
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Master thesis
vor 2 Wochen
Cologne, Deutschland Deutsches Zentrum für Luft- und Raumfahrt e.V. (DLR) VollzeitWhat to expectIt is well known that optical turbulence has detrimental effects on optical measurements such as in astronomy (seeing) or in free-space communication. The same is true for laser-based atmospheric lidar systems. With the objective of measuring wind speeds and turbulence as an input for feed-forward flight control, an interferometry-based Doppler...
