Phd Position: Intelligent Inline Failure Analysis

vor 2 Monaten

Berlin, Deutschland Berliner Nanotest und Design GmbH Vollzeit

**PhD position within Horizon Europe: Marie Skłodowska-Curie (MSCA) programme MIRELAI: Intelligent inline failure analysis based on thermal imaging and AI**

**Employers**

**Project description**

Thermal imaging is a topical method to detect buried flaws (as e.g. material inhomogeneities, cracks, delamination and artefacts or geometric tolerances) in electronic packages which are caused by processing or during operation and thus represent quality and reliability concerns and have to be detected inline by non-destructive techniques. To allow classification of these defects, AI-based methods are to be employed after post-processing of the thermographs for contrast enhancement. One of the partners (Nanotest) addresses as an SME the Inline Inspection Equipment market for micro;
- opto;
- and power-electronic module production and has been successfully receiving scientific support from TU Chemnitz in longstanding cooperation with many contancts to industry, the local ecosystem of SMEs and academia as well as the international scientific community. So the task is to develop a methodology consisting of numerical and experimental techniques for defect detection using thermographic image processing and AI-based methods (Neural Networks). In more detail this involves: (1) IR- or thermo-reflection based detection methods enhanced by adaptable hardware (different high energetic excitation sources as for example laser, current, flashlight or eddy current) on advanced stress testing equipment (e.g. grease pump-out testing), (2) Physical understanding generated by multi-field modelling of various defects using finite element modelling to interpret the results obtained from thermography. (3) Extraction and identification of each defect unique thermal signature over time using both, physics as well as AI-based methods. (4) Validation on defects of various kind on benchmark samples.

**International mobility**

**Requirements**:
Specific Eligibility Criteria on the Horizon Europe: Marie Skłodowska-Curie (MSCA) programme apply, including the mobility rule and PhD rules. Applicants of any nationality are welcome.

**Additional requirements**

× Master’s degree in Physics, Material Science or Electrical Engineering

× Background in AI-Methods, Finite Element Simulation, Materials, Failure Analysis, Packaging desirable

× English proficiency: fluent

**The monthly support and benefits**

**Application**

**Required documents**:
× CV, incl. Letter of motivation, and incl. Letter(s) of recommendation

× English language proficiency certificate(s) (not for native speakers)

× Transcripts of Student Records

**Selection process**:
× Our selection procedure for PhD position is open, transparent, merit-based and in line with the principles set out in the European Charter for Researchers and Code of Conduct for the Recruitment of Researchers
- your name‘

**Application deadline**:
Oct-15-2024

**Expected start date**:
The PhD project is set to start between Nov-01-2024 and Dec-01-2024

**Contact person for enquiries**:
Dr. Mohamad Abo Ras

Phone: +49 30 6392 3880

Art der Stelle: Vollzeit, Befristeter Vertrag

Arbeitszeiten:

- Gleitzeit
- Montag bis Freitag

Flexible Sprachanforderungen:

- Keine Deutschkenntnisse erforderlich

Leistungen:

- Flexible Arbeitszeiten
- Homeoffice-Möglichkeit

Bewerbungsfrage(n):

- Have you lived and/or worked in Germany in the last 3 years?

Ausbildung:

- Master (Wünschenswert)

Arbeitsort: Vor Ort

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