Data Science Physics Internship: Neural Network for Fluid Dynamics

5 dagen geleden

Veldhoven, Nederland ASML Voltijd

**Introduction**:
ASML is the world's leading provider of lithography systems for the semiconductor industry, manufacturing complex machines that are critical to the production of integrated circuits or chips. We utilize Computational Fluid Dynamics (CFD) to ensure the optimal environmental conditions of the optical components in its machines to maximize output, expand lifetime and minimize service intervals. At same time, 3D fluid dynamics simulations highlight the need for advanced surrogate models that strike a balance between predictive accuracy, computational efficiency, and convergence time. Traditional Computational Fluid Dynamics (CFD) methods, while highly accurate, are often resource-intensive and time-consuming.

**Your Assignment**:
This is a master internship, suitable for both an apprenticeship and a graduation (thesis) project. The desired duration is 9 months, working 5 days a week (3 days onsite). The start date is as soon as possible or at the latest around September 2025.

**Your Profile**:
To be a match for this internship, you:

- Are a master student in Data Science or Applied Physics;
- Have some interest and basic experience in Physics of fluid;
- Be curious about Neural Network techniques;
- Possess programming skills and experience using High Performance Cluster;
- Preferably have experience in starCCM+ or in using a similar tool;
- Have good communication skills in English (verbal and written).

**Other requirements you need to meet**
- You are enrolled at an educational institute for the entire duration of the internship;
- You are located in the Netherlands to perform your internship. In case you are currently living/studying outside of the Netherlands, your CV/motivation letter includes the willingness to relocate;
- If you are a non-EU citizen, studying in the Netherlands, your university is willing to sign the documents relevant for doing an internship (i.e., Nuffic agreement).

**Diversity and inclusion**:
ASML is an Equal Opportunity Employer that values and respects the importance of a diverse and inclusive workforce. It is the policy of the company to recruit, hire, train and promote persons in all job titles without regard to race, color, religion, sex, age, national origin, veteran status, disability, sexual orientation, or gender identity. We recognize that diversity and inclusion is a driving force in the success of our company.

  • Machine Learning Internship: Explain Neural Network Models By Visualization

    7 dagen geleden

    Veldhoven, Nederland ASML Voltijd

    **Introduction**: In-Device Metrology (IDM) aims at inspecting the quality of the semiconductor patterns, printed in production wafers. This is done by using data-driven mathematical models that relate the physical parameter to the optical signals. The quality of such models is critical to ensure accuracy of the measured parameters. Understanding how optical...

  • Computer Science

    2 weken geleden

    Veldhoven, Noord-Brabant, Nederland ASML Voltijd

    IntroductionThe In-Device Metrology (IDM) team develops advanced solutions to inspect the quality of semiconductor patterns printed on production wafers. This is achieved through data-driven mathematical models that link physical parameters to optical signals. The accuracy of these models is critical for reliable measurements. By understanding how optical...

  • Physics Data Science Internship: Physics Modelling with Machine Learning

    2 weken geleden

    Veldhoven, Nederland ASML Voltijd

    **Introduction**: **Your Assignment**: We are looking for two enthusiastic interns to join our team and help bring our models to the next level. **Assignment 1 is about: Merging Physics-Based Models with Deep Learning for Diagnostics** In this assignment, you will develop a hybrid model that integrates in-house, differentiable physics-based models,...

  • Mechanical Engineering Internship: Surface Chemistry in Fluid Dynamics

    5 dagen geleden

    Veldhoven, Nederland ASML Voltijd

    **Introduction**: ASML is the world's leading provider of lithography systems for the semiconductor industry, manufacturing complex machines that are critical to the production of integrated circuits or chips. We utilize Computational Fluid Dynamics (CFD) to ensure the optimal environmental conditions of the optical components in its machines to maximize...

  • Engineering | Computer Science internship: fluid competence workflow strategist

    2 weken geleden

    Veldhoven, Nederland ASML Voltijd

    Introduction Solliciteer hieronder na het doorlezen van alle details en ondersteunende informatie met betrekking tot deze vacature. At TC 0025 FILD, we drive safety, compliancy, quality, sustainability, and commonality in fluid pressure systems. As the knowledge center within the MC Cluster, we define system requirements, influence standards and legislation,...

  • Engineering | Computer Science internship: fluid competence workflow strategist

    2 weken geleden

    Veldhoven, Nederland ASML Voltijd

    Introduction At TC 0025 FILD, we drive safety, compliancy, quality, sustainability, and commonality in fluid pressure systems. As the knowledge center within the MC Cluster, we define system requirements, influence standards and legislation, and promote adherence and accessibility of knowledge across the organization. Our ambition is to elevate project teams...

  • Engineering | Computer Science internship: fluid competence workflow strategist

    4 dagen geleden

    Veldhoven, Noord-Brabant, Nederland ASML Voltijd

    IntroductionAt TC 0025 FILD, we drive safety, compliancy, quality, sustainability, and commonality in fluid pressure systems. As the knowledge center within the MC Cluster, we define system requirements, influence standards and legislation, and promote adherence and accessibility of knowledge across the organization. Our ambition is to elevate project teams...

  • Mechanical Engineering Internship: Reduced Order Modelling On Multiphase Flows

    5 dagen geleden

    Veldhoven, Nederland ASML Voltijd

    **Introduction**: ASML is the world's leading provider of lithography systems for the semiconductor industry, manufacturing complex machines that are critical to the production of integrated circuits or chips. We utilize Computational Fluid Dynamics (CFD) to ensure the optimal environmental conditions of the optical components in its machines to maximize...

  • Master Graduation Internship

    3 dagen geleden

    Veldhoven, Nederland ASML Voltijd

    **Introduction**: **Your assignment**: - Develop and validate AI-driven thermal models for ASML scanner modules. - Translate performance specifications into design specification for modules and sub-modules. - Work cross-functionally and drive implementation of design best practices into product design. - Deliver clear technical documents, provide effective...

  • Computer science internship: BI dashboard for system dynamic

    2 dagen geleden

    Veldhoven, Noord-Brabant, Nederland ASML Voltijd

    IntroductionThe FC-032 Software team is part of ASML's Embedded Software Development department. This group delivers software solutions that support the performance and success of ASML's systems. As an intern, you will join the System Dynamics group, which focuses on software architecture and tools that help qualify system-level dynamics. Your work will...