Alex Durkin

According to our database, Alex Durkin authored at least 5 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

HOFLON: Hybrid Offline Learning and Online Optimization for process start-up and grade-transition control.

Alex Durkin, Jasper Stolte, Mehmet Mercangöz

Comput. Chem. Eng., 2026

Safe deployment of offline reinforcement learning via input convex action correction.

Alex Durkin, Jasper Stolte, Matthew Jones, Raghuraman Pitchumani, Bei Li, Christian Michler, Mehmet Mercangöz

Comput. Chem. Eng., 2026

2024

Surrogate-based optimisation of process systems to recover resources from wastewater.

Alex Durkin, Lennart Otte, Miao Guo

Comput. Chem. Eng., 2024

PI-CoF: A Bilevel Optimization Framework for Solving Active Learning Problems using Physics-Information.

Liqiu Dong, Marta A. Zagorowska, Tong Liu, Alex Durkin, Mehmet Mercangöz

Proceedings of the IEEE Conference on Control Technology and Applications, 2024

2023

Surrogate-based optimisation of process systems to recover resources from wastewater.

Alex Durkin, Miao Guo

CoRR, 2023