Master thesis: Physics-informed machine learning for variable amplitude loading in fatigue crack growth
Marknesse, Flevoland, Nederland
EUR 32K-33K (estimate) Entry-level Full Time
Tasks
- Add uncertainty quantification
- Assess physics informed machine learning for variable amplitude fatigue crack modeling
- Benchmark model performance against state of the art methods
- Conduct literature review for physics informed machine learning in prognostics and health management
- Design and implement physics informed machine learning framework
- Find relationships between terms in physical fatigue crack growth models
- Model variable amplitude fatigue crack growth
- Predict variable amplitude fatigue crack growth
- Provide interpretability
- Support aircraft structural analysis
- Validate framework using real world datasets
Perks/Benefits
- Conference or journal publication opportunity
- Internship allowance
- Technical staff support
- Weekly supervision
Skills/Tech-stack
Crack Growth | Fatigue crack growth | Health management | Machine Learning | Physics-informed machine learning | Prognostics and Health Management | PyTorch | Python | Uncertainty Quantification
Education
Related jobs
-
Asynchronous programming | CI/CD | Code review | CrewAI | DockerChallenging work | Fun | Hybrid working | Informal working environment | Pension schemeMid-level Full TimeCDR (Amsterdam - Cedar), Netherlands21h ago
-
Senior Data Engineer - WBAA Discovery Domain EUR 56K-89KAPIs | Apache Airflow | Apache Spark | Async Programming | CI/CDHybrid working | Pension scheme | Personal growth | Vacation daysSenior-level Full TimeCDR (Amsterdam - Cedar), Netherlands21h ago
-
Senior Data Engineer GBP 70K-100KAmazon Redshift | Amazon Web Services | Apache Airflow | BigQuery | Cloud platformCertifications support | Charity volunteering | Global annual volunteer month | Training and developmentSenior-level Full TimeManchester, Amsterdam, Rotterdam, Budapest1d ago
-
Lead Data Engineer GBP 70K-100KAWS | Amazon Redshift | Apache Airflow | Azure | BigQueryCharity volunteering opportunities | Professional certifications support | Training and developmentSenior-level Full TimeManchester, Amsterdam, Rotterdam, Budapest1d ago
-
Ab Initio | Agile | Data Mapping | Data Modeling | Data QualityFlexible working arrangements | Fully remote Europe | International team collaboration | Long-term assignmentSenior-level Full TimeNetherlands R1d ago
-
Data analist Kapitaalmarkten EUR 60K-100KAgile | Azure Databricks | Code review | Datamart design | Delta LakeOV reiskostenvergoeding | Sportschoolabonnement | Thuiswerkvergoeding | Training and developmentMid-level Full TimeAmsterdam, Noord-Holland, Nederland1d ago
-
AI Agents | Apache Spark | Artificial Intelligence | Cloud Computing | Data pipelineCareer development plan | Flexible working hours | Fully remote work | Ongoing training | Work-life balanceMid-level Full TimeNetherlands R1d ago
-
Data Scientist, Revenue, Revenue EUR 67K-91KA/B | A/B Testing | B testing | BigQuery | Data QualityCollective Defined Contribution Pension plan | Discounted gym membership | Dog-friendly office | Employee assistant program EAP | Home office supportEntry-level Full TimeAmsterdam, Netherlands1d ago
-
Senior AI Engineer EUR 93K-93KAPI Integration | Azure | CI/CD | Containerization | DockerFlexible home office options | Hybrid work | Training budget | Work-life balanceSenior-level Full TimeRotterdam, ZH, Netherlands1d ago
-
AI Engineer EUR 84K-84KAI Agents | API Integration | Azure | CI/CD | ContainerizationCommuting reimbursement | Employee discounts | Excellent pension plan | Flexible leave days | Good work-life balanceEntry-level Full TimeRotterdam, ZH, Netherlands1d ago
-
Data Engineer EUR 36K-54KAPI Integration | APIs | BigQuery | Cloud Run | Cloud Storage27 vacation days | DISC training | Flexible office locations | Home working | Lunch providedMid-level Full TimeZwolle, Overijssel, Nederland1d ago
-
Conversational Data Scientist EUR 64K-85KA/B | A/B Testing | API Integration | Amazon Web Services | AzureHome-office allowance | Internet allowance | Paid vacation days | Pension benefits | Training and learning opportunitiesMid-level Full TimeRotterdam - Delftse Poort, Netherlands1d ago
-
Junior Data Analyst EUR 18K-23KData Visualization | Experimentation | Hypothesis Testing | Looker Studio | Power BIExtra paid time off | Hybrid work setup | Learning and development | MentorshipEntry-level Full TimeNetherlands; Portugal R2d ago
-
Junior Data Engineer EUR 50K-72KAzure Functions | Azure Kubernetes | Azure Kubernetes Service | Azure Storage | CI/CDCompany restaurant | Free shuttle bus | Hybrid work policy | Pension scheme | Sports facilitiesEntry-level Full TimeMaassluis, ZH, Netherlands2d ago
-
Agile | Azure | Azure Databricks | Azure Resource | Azure Resource ManagerSenior-level Full TimeAmsterdam, Netherlands2d ago
-
Senior GenAI Engineer EUR 61K-76KAmazon Web Services | Anthropic | Azure | Azure OpenAI | Benchmarking25 vacation days | Chair massages | Coaching and mentoring | Company outings | Flexible work scheduleSenior-level Full TimeRotterdam, Netherlands2d ago
-
APIs | Applied AI | Data Pipelines | Data Requirements | Data integrationCourse and training access | Extra paid time off | Home office setup support | Hybrid work | Learning platform accessSenior-level Full TimeAmsterdam, Noord-Holland, Netherlands2d ago
-
APIs | AWS | Azure | CI/CD | Data GovernanceConference opportunities | Fully remote work | International collaboration | Modern work equipment | Professional development budgetMid-level Full TimeNetherlands R2d ago
-
Data labeling | Dataset cleaning | Direct Preference Optimization | Fine Tuning | Hugging Face1 on 1 therapy sessions | Co-working space budget | Equipment provided | Fully remote | Health insurance supportSenior-level Full TimeNetherlands R2d ago
-
Dashboarding | Data Modeling | Data analytics | Excel | ForecastingCoaching | On site work 4 days per week | Structured experimentation with AIEntry-level Full Time InternshipVeldhoven, Building 03, Netherlands2d ago
-
Software Designer 3D Imaging and Algorithms EUR 65K-98K3D Imaging | Algorithm Development | C++ | Computer Vision | Data ManagementIn person collaboration at least 3 days per weekSenior-level Full TimeBest - QJ, Netherlands2d ago
-
Computer Vision | Data Analysis | Data Preprocessing | Deep learning | Machine LearningCompany restaurant | Free shuttle bus | International working environment | Internship allowance | Sports facilities accessEntry-level Full Time InternshipMaassluis, ZH, Netherlands3d ago
-
Bash | Cloud platform | Data Ingestion | Data Processing | DockerAsynchronous work culture | Competitive salary | Diversity and inclusion culture | Flexible management approach | Impactful product workMid-level Full TimeAmsterdam, Netherlands3d ago
-
AI Engineer EUR 45K-52KAWS | Agent systems | Agentic Architectures | Azure | Docker360 degree feedback reviews | Bi-weekly coaching | Meal free catering during events | Mentoring | OV first public transport coverageEntry-level Full TimeUtrecht, Utrecht, Netherlands3d ago
-
Apache Airflow | Argo Workflows | Artificial Intelligence | CI/CD | Cloud infrastructureMid-level Full TimeThe Hague, Netherlands6d ago