Lukas Gonon

Lukas Gonon is Assistant Professor at the University of St. Gallen's School of Computer Science, with affiliation to the Center for Financial Services Innovation. He maintains an honorary position as Senior Lecturer at Imperial College London.

Gonon's research develops foundations and applications of artificial intelligence in finance, specializing in quantum machine learning, neural networks, and operator learning methods. His current projects include quantum ML for financial data streams (Innovate UK) and robustness in deep hedging (J.P. Morgan).

Recent publications focus on quantum neural network approximation theorems, operator-based volatility modeling, efficient trading algorithms, and graph neural networks for systemic risk. His work consistently bridges theoretical foundations with financial applications.