At ABB, we help industries run leaner and cleaner—and every person here makes that happen. You’ll be empowered to lead, supported to grow, and proud of the impact we create together. Join us and help run what runs the world.
This position reports to:
R&D Team Lead
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Key responsibilities
The work model for the role is: #LI-Hybrid
Seeking highly motivated students in conducting research activities in the area of physics-informed AI for industrial applications. The objective is to develop advanced physics-informed AI model tailored for complex thermal processes, which will support to identify the key features of process stability. Ideal candidates should have a strong foundation in thermal physics, machine learning and mathematical modeling.
* You are interested in the domain of machine learning and conventional system.
* You will work on data analytics and physics-informed machine learning (especially Neural Operator) for industrial applications.
* You will develop mainly python packages for industrial use cases.
* Close collaboration with our scientists and engineers. You will develop and validate physics-informed machine learning approach against conventional methods.
* We expect that you show above-average motivation to develop demonstrators and software prototypes and proactiveness to come up with new concepts and ideas on how to overcome possible challenges.
Qualifications for the role
* Currently enrolled in applied mathematics, physics, computer science, data science, engineering or similar knowledge from software development.
* Sound knowledge in Python and shell scripting. Good knowledge in data analytics libraries, such as Tensorflow, Scikit-Learn, Numpy, etc.
* Self-motivated and able to work independently.
* Fluent English skills in writing and speaking.
* Familiar with Linux system.
Interested in joining our team? We are looking forward to receiving your complete application (CV, Cover letter, Transcript of records) through our online tool. In the case of equal suitability, people with severe disabilities and their equals are given preference.
ABB AG
+49 (0) 621 381 3500
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