Artificial intelligence (AI) and machine learning (ML) have the potential to transform the development and operation of advanced nuclear reactors. From accelerated materials qualification to in-service inspection and component lifetime assessment, AI is increasingly being explored to support the next generation of nuclear technologies.

However, key questions remain regarding engineering readiness, long-term reliability and regulatory acceptance.

To foster discussion on these challenges, the Joint Research Centre (JRC) and CEN WS064 Phase 4 are organising the online workshop: “Expectations vs Engineering Readiness for the Implementation of AI for the Design and Operation of Advanced Nuclear Reactors in the Next 20 Years.”

The workshop will take place online on 8 and 9 September 2026, from 13:00 to 17:00 CET on both day

What will be discussed?

The workshop will explore how AI and machine learning can support the design, qualification and operation of Advanced Modular Reactors (AMRs), while addressing the technical and regulatory challenges that remain before wider implementation.

Discussions will focus on:

• AI for materials qualification, inspection and component lifetime assessment
• Long-term degradation mechanisms, including creep, fatigue, corrosion and irradiation
• Engineering readiness over the next two decades
• The challenges of limited data and extrapolation for novel materials
• Collaboration between designers, materials experts and AI specialists
• Regulatory perspectives for the adoption of AI-informed engineering methods

The programme also includes expert panel discussions addressing practical questions on predictive modelling, uncertainty quantification, validation strategies and priorities for future research.

Event details

• Dates: 8–9 September 2026
• Time: 13:00–17:00 CET (both days)
• Format: Online

Participation is free, but registration is required.