The text discusses the potential of fusion energy as a safe and sustainable power source, highlighting the role of Artificial Intelligence (AI) and Machine Learning (ML) in overcoming the challenges faced in fusion research. EUROfusion is spearheading new projects that leverage extensive datasets to enhance understanding and control of plasma dynamics. Researchers are applying advanced AI techniques to improve simulations, identify optimal conditions for fusion, and streamline the management of complex systems. The collaboration emphasizes the scientific community’s commitment to progressing toward practical fusion energy solutions. ```
| Signal | Change | 10y horizon | Driving force |
|---|---|---|---|
| Advancements in fusion energy using AI | Transitioning from traditional models | More efficient and reliable fusion reactors | Pursuit of sustainable, low-carbon energy |
| AI and Machine Learning integration in fusion | Evolving data analysis techniques | Advanced predictive models for reactor control | Increased AI capabilities and computing power |
| Collaborative AI projects for fusion research | Expanding research funding and resources | Greater global cooperation in scientific innovation | Strengthening fusion research communities |
| Enhanced predictive capabilities for plasma stability | Improving control methods in fusion reactors | More stable and efficient operation of reactors | Need for increased operational safety |
| Modular AI applications for real-time control | Moving from slow simulations to fast analysis | Streamlined experimental processes in fusion research | Demand for rapid data interpretation |
| Establishing a European fusion research network | Shifting towards collaborative efforts | United European approach to fusion energy | Impact of climate change and energy needs |
| Focus on deep learning for signal reconstruction | Progressing from manual to automated systems | Greater autonomy in fusion reactor management | Advances in deep learning technologies |
| Funding for novel fusion AI projects | Increasing investment in fusion research | More breakthroughs and commercial viability | Global competition for sustainable energy sources |