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Open nowPosted 63 days ago

Master Thesis "Differentiable Ray Tracing for Radio Propagation Modeling" - JOB ID: 269596

EURES job mobility portal179,568 open roles

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Wien, Austria
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Your applicationOpen nowMaster Thesis "Differentiable Ray Tracing for Radio Propagation Modeling" - JOB ID: 269596EURES job mobility portal · Wien, Austria

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This job: posted 63 days ago

The posting

1 Master Thesis "Differentiable Ray Tracing for Radio Propagation Modeling" - JOB ID: 269596 * Differentiable ray-tracing frameworks such as Sionna RT have become powerful tools for wireless channel modeling. This master's thesis advances differentiable ray tracing for realistic large-scale radio propagation, either by integrating atmospheric refraction models or by learning electromagnetic environment properties directly from channel measurements. * Under the guidance of our team, you will implement and evaluate atmospheric refraction models in the differentiable ray-tracing framework Sionna RT. * You will implement and evaluate differentiable algorithms for estimating electromagnetic material properties from real-world channel measurements. * You will learn how to develop and validate simulation workflows for large-scale radio propagation, combining physics-based propagation models with discrete ray tracing, low-complexity ray-shooting, and gradient-based optimisation techniques.

* You will gain hands-on experience with modern wireless communication simulation frameworks, electromagnetic wave propagation, physics-based and inverse modeling, and AI-enabled optimisation methods. * You will work closely with researchers in wireless communications and contribute to the development of next-generation ray-tracing methods for realistic large-scale propagation prediction.

Your qualifications:

* You are pursuing a master's degree in Electrical Engineering, Computer Science, Telecommunications, Physics, or a related field. * First experience in at least one of the following areas: (i) atmospheric refraction modelling for ray tracing or (ii) learning environment properties using differentiable ray tracing. Candidates should explain in their cover letter how their background matches one of these areas and demonstrate relevant expertise. * You have solid programming skills in Python; experience with object-oriented software development is an advantage. * You have a basic understanding of electromagnetics, wave propagation, wireless communications, or computer graphics. * Knowledge of ray tracing, geometric optics, optimisation methods, or machine learning is beneficial but not required. * Experience with scientific computing frameworks (e.g., NumPy, TensorFlow, PyTorch, or Sionna) is a plus. * You enjoy developing algorithms and solving challenging scientific and engineering problems. * You are able to work independently while collaborating effectively in an interdisciplinary research team. * English language skills commensurate with the role

What to expect:

* Duration of the master's thesis project: 6 months * Start date: ideally 01.10.2026 - however, there is some flexibility regarding the start date * EUR 1.379,60 gross per month for 20 hours/week. * Dedicated guidance and supervision from our experienced researchers, who will support you throughout your final thesis - from the initial concept to the final results. * Highlights of our employee benefits include a canteen and meal allowance, organic coffee, tea and fruit baskets, preventive healthcare benefits and company doctor, additional days off for various life events, leisure subsidies, voucher programme, sports, cultural and socialising events, as well as flexitime models (incl. home office possibilities).

At AIT, we create an inclusive and family-friendly working environment that promotes equal opportunities and actively strengthens diversity across our workforce and in leadership positions. Among other initiatives, we are committed to increasing the proportion of women in our company and therefore particularly welcome applications from female applicants.

Please submit your complete application documents online, consisting of your CV, a cover letter, relevant certificates (transcript of records), as well as a proof of identity.

Link: https://jobs.ait.ac.at/Job/269596 Das Mindestentgelt für die Stelle als Master Thesis "Differentiable Ray ...

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