Research

Publications

• Folch, Jose Pablo, Shiqiang Zhang, Robert M. Lee, Behrang Shafei, David Walz, Calvin Tsay, Mark van der Wilk, and Ruth Misener. “SnAKe: Bayesian Optimization with Pathwise Exploration.” Advances in Neural Information Processing Systems 35 (2022): p. 35226 - 35239. Link.

• Folch, Jose Pablo, Robert M. Lee, Behrang Shafei, David Walz, Calvin Tsay, Mark van der Wilk, and Ruth Misener. “Combining Multi-Fidelity Modelling and Asynchronous Batch Bayesian Optimization.” Computers & Chemical Engineering 172 (2023): p.108194. Link.

My MSci Thesis, “Liar’s Dice: An Application of Neural Networks and Reinforcement Learning Methods” will not be published, however, it is available upon request.