Internship: Artificial Intelligence for Nuclear - Eggenstein-Leopoldshafen, Deutschland - Karlsruher Institut für Technologie

Karlsruher Institut für Technologie

Geprüftes Unternehmen

Eggenstein-Leopoldshafen, Deutschland

vor 2 Wochen

Geschrieben von:

Lena Wagner

beBee Recruiter

PraktikumSHIP

Beschreibung

Organisationseinheit:

Institut für Mikrostrukturtechnik (IMT)

Ihre Aufgaben:

Motivation:
Nuclear magnetic resonance (NMR) has become indispensable in various fields of research such as physics, chemistry and medicine.

It provides a non-invasive and non-destructive method for examining a wide range of samples, for example to find out the composition of SARS-CoV-2 at an atomic level.

A homogeneous magnetic field is essential for an accurate and precise result, but this is - among other factors - altered by the sample to be examined.

The magnetic field can be adjusted by so-called "shim coils", but this procedure must, in many times, be carried out manually and requires a lot of time and experience.

This process is called "shimming".

AI has been introduced to enhance and speed up the tedious and time-consuming shimming process.

Your task:
Your tasks include (1) scaling existing AI-driven shimming algorithms to higher input and output dimensions. And (2), to explain the DL models' predictions with XAI approaches, such as captum or SHAP values.

You will be part of Prof. Korvink's research group where you can get support from members with expertise in NMR theory, methodology, hardware, and simulation.

Eintrittstermin:

as soon as possible

Ihre Qualifikation:

Field of Study:
Computer Science/Engineering, Mathematics, Information technology or similar

Highly motivated student with excellent academic record
Excellent knowledge of programming languages (python)
Experience with (explainable) AI and deep learning
Optional: Basics in NMR
Languages: English or German

Contract duration:

2-4 Months

Contact person in line-management:

Ausschreibungsnummer:
IMT
Bei gleicher Eignung werden anerkannt schwerbehinderte Menschen bevorzugt berücksichtigt.

Kontakt:

Bei allgemeinen Fragen zur Bewerbung:

Personalservice (PSE) - Personalbetreuung
Frau Carrasco Sanchez

Telefon:
,

Hermann-von-Helmholtz-Platz 1, 76344 Eggenstein-Leopoldshafen