Sophia Natasha Wilson

Sophia Natasha Wilson is a Research Fellow in the Department of Computer Science (DIKU) at the University of Copenhagen, specializing in machine learning applications across interdisciplinary domains. She is affiliated with the SCIENCE AI Centre and holds a cross-departmental position at the Niels Bohr Institute. Her research bridges theoretical machine learning with practical implementations in healthcare, quantum computing, and environmental sustainability.

• University of Copenhagen
  • Department of Computer Science (DIKU)
  • Niels Bohr Institute
  • SCIENCE AI Centre

Her research focuses include:

• Quantum-enhanced machine learning algorithms
• Explainable AI for healthcare applications
• Environmental sustainability in computing
• Emotion-aware language models
• Quantum computing hardware optimization
• Public health risk modeling

Her recent publications demonstrate cross-disciplinary work in quantum machine learning (hybrid optical processors, qubit stabilization), health informatics (hypothyroidism analysis, nursing values evaluation), and ethical AI (sustainable AI, fairness in recommender systems). Technical work also appears in non-Euclidean generative models and real-time adaptive systems.

Current projects include quantum dot array simulation (QDarts platform) and federated learning for personalized medicine. She contributes to the TreeSense center for remote sensing of global tree resources and works on climate-aware AI frameworks.