PhD on AI-Assisted Surrogate Modeling for Complex Systems
Eindhoven University of Technology
Job descriptionWe are excited to offer a PhD position within the EU-funded SmartEM project. SmartEM aim is to use AI-assisted methods to create surrogate models from heterogeneous data sources. The PhD position is focused on combining generative and symbolic AI methods for cost-effective, explainable and reliable modeling for complex industrial systems.Your role will involve creating efficient, reusable and accurate surrogate models from diverse data sources. The aim is to improve the understanding and optimization of complex industrial systems, where the current common practice is to employ very complex simulations in the design process for tuning and evaluating different design parameters. Surrogate models are simple and efficient models that could in principle replace complex and heavy simulation models. Our goal is to develop and evaluate surrogate models in an industrial setting.You will work towards the future of industrial process simulation by blending generative and symbolic AI techniques for developing and evaluating surrogate models. Possible research areas include:
You PhD work will take place within the cluster of the TU/e Department of Mathematics and Computer Science. The topic of the PhD position will be tailored to your research interests. The project offers collaboration with industrial partners, providing a chance to test your models in real-world scenarios. You will also collaborate closely with another SmartEM PhD candidate working on integrating machine learning with symbolic AI methods for reliable surrogate modeling.As a successful candidate, you will:
Job requirements
Conditions of employmentA meaningful job in a dynamic and ambitious university, in an interdisciplinary setting and within an international network. You will work on a beautiful, green campus within walking distance of the central train station. In addition, we offer you:
. * An excellent technical infrastructure, on-campus children’s day care and sports facilities.
and a tax compensation scheme (the 30% facility) for international candidates.Information and applicationAbout usEindhoven University of Technology is an internationally top-ranking university in the Netherlands that combines scientific curiosity with a hands-on attitude. Our spirit of collaboration translates into an open culture and a top-five position in collaborating with advanced industries. Fundamental knowledge enables us to design solutions for the highly complex problems of today and tomorrow.Curious to hear more about what it’s like as a PhD candidate at TU/e? Please view the .InformationDo you recognize yourself in this profile and would you like to know more?
Please contact the hiring manager Tanir Ozcelebi, Associate Professor, or +31 40 247 4426.Visit our website for more information about the or the You can also contact HR Services. .Are you inspired and would like to know more about working at TU/e? Please visit .ApplicationWe invite you to submit a complete application by using the apply button.
In your application, please submit:
We look forward to receiving your application and will screen it starting August 25th (i.e., before the vacancy deadline). The position may be filled early if a suitable candidate is found, so please do not wait until near the vacancy deadline to apply.
€2770 – 3539 per month
Eindhoven, Noord-Brabant
Thu, 18 Jul 2024 07:43:21 GMT
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