Counterfactual Explanations Using Optimization With Constraint Learning. - Donato Maragno; Tabea E. Röber; S. Ilker Birbil (CoRR, 2022)

Learn global and optimize local: A data-driven methodology for last-mile routing. - Mayukh Ghosh; Alex Kuiper; Roshan Mahes; Donato Maragno (Comput. Oper. Res., 2023)

From Large Language Models and Optimization to Decision Optimization CoPilot: A Research Manifesto. - Segev Wasserkrug; Léonard Boussioux; Dick den Hertog; Farzaneh Mirzazadeh; S. Ilker Birbil; Jannis Kurtz; Donato Maragno (CoRR, 2024)

Finding Regions of Counterfactual Explanations via Robust Optimization. - Donato Maragno; Jannis Kurtz; Tabea E. Röber; Rob Goedhart; S. Ilker Birbil; Dick den Hertog (INFORMS J. Comput., 2024)

Optimization with constraint learning: A framework and survey. - Adejuyigbe O. Fajemisin; Donato Maragno; Dick den Hertog (Eur. J. Oper. Res., 2024)

Enhancing Decision Making Through the Integration of Large Language Models and Operations Research Optimization. - Segev Wasserkrug; Léonard Boussioux; Dick den Hertog; Farzaneh Mirzazadeh; S. Ilker Birbil; Jannis Kurtz; Donato Maragno (AAAI, 2025)

Mixed-Integer Optimization with Constraint Learning. - Donato Maragno; Holly M. Wiberg; Dimitris Bertsimas; S. Ilker Birbil; Dick den Hertog; Adejuyigbe O. Fajemisin (Oper. Res., 2025)