AI-Enabled Reactor Digital Twins
Research track on real-time digital twins for advanced reactors, SMRs and microreactors, combining plant data, simulation and AI for monitoring, prediction and decision support.
- ▸Physics-Informed Digital Twins
- ▸LLM-Assisted Operator Support
- ▸Autonomous and Supervisory Control
- ▸SMR and Microreactor Digital Platforms
Scientific Machine Learning for Advanced Reactor Design
High-interest university and laboratory research on using AI to accelerate nuclear design, multiphysics simulation and performance optimization.
- ▸Surrogate Modeling and Reduced-Order Models
- ▸Physics-Informed Neural Networks
- ▸Graph Neural Networks for Nuclear Systems
- ▸AI-Driven Testbeds
Digital Instrumentation, Control and Human-Machine Interfaces
Trending work on modern nuclear I&C, digital control rooms and human-centered automation that keeps operators in command of safety-significant decisions.
- ▸Digital I&C Modernization
- ▸Human-in-the-Loop AI
- ▸Computerized Procedures and Digital Instructions
- ▸Reliability Verification for AI Components
Predictive Maintenance and Condition Monitoring
Applied research focus on AI for asset health, anomaly detection and lifecycle management across reactors, fuel cycle facilities and supporting infrastructure.
- ▸Virtual Sensors and Online Diagnostics
- ▸Equipment Degradation and Remaining Life
- ▸Anomaly Detection in Plant Data
- ▸Data Quality for Nuclear AI
AI for Nuclear Cybersecurity and Resilience
Fast-growing research area addressing cyber-physical protection of digital nuclear systems, AI-enabled detection and resilient architectures.
- ▸Cyber-Physical Threat Detection
- ▸AI-Enhanced Intrusion Detection
- ▸Adversarial Robustness and Secure AI
- ▸Cyber Risk in Probabilistic Safety Assessment
AI for Safeguards, Security and Radiation Detection
Research track for AI/ML applications in nuclear verification, nonproliferation, radiation measurement and nuclear security operations.
- ▸Machine Learning for Safeguards Data
- ▸Radiation Source Classification
- ▸Computer Vision for Nuclear Security
- ▸Augmented Reality for Field Inspections
Fusion, Plasma AI and Digital Engineering
Emerging digital nuclear research area applying AI to fusion design, plasma control, digital engineering and tritium breeder systems.
- ▸AI for Plasma Control
- ▸Fusion Digital Twins
- ▸Surrogates for Fusion Simulation
- ▸Tritium Breeder and Fuel-Cycle Modeling
Nuclear Energy for AI Infrastructure
Industry-facing track on the two-way relationship between AI growth and nuclear energy: powering AI data centers and using AI to accelerate nuclear deployment.
- ▸Nuclear-Powered Data Centers
- ▸AI for Nuclear Project Delivery
- ▸Load Forecasting and Energy System Optimization
- ▸Public-Private Demonstration Pathways
Regulatory-Grade AI, Governance and Trust
Cross-cutting track on how AI can be made transparent, auditable and acceptable for nuclear safety, security and regulatory use.
- ▸Explainable and Auditable AI
- ▸AI Lifecycle Management
- ▸Regulatory Readiness and Gap Analysis
- ▸Responsible Generative AI in Nuclear Workflows
Have research to share?
Submit your abstract to one of the tracks and present your work to an international audience.
March 10–12, 2027 · Amsterdam
Join ISAIDN-2027
Register today to secure early-bird pricing, or submit your abstract to present your research to an international audience.