Kinetic and microhydrodynamic modeling of fenofibrate nanosuspension production in a wet stirred media mill G Guner, D Yilmaz, E Bilgili Pharmaceutics 13 (7), 1055, 2021 | 17 | 2021 |
An expandable machine learning-optimization framework to sequential decision-making D Yilmaz, İE Büyüktahtakın European Journal of Operational Research 314 (1), 280-296, 2024 | 11 | 2024 |
Learning optimal solutions via an LSTM-optimization framework D Yilmaz, İE Büyüktahtakın Operations Research Forum 4 (2), 48, 2023 | 10 | 2023 |
Effects of bead packing limit concentration on microhydrodynamics-based prediction of breakage kinetics in wet stirred media milling G Guner, D Yilmaz, D Eskin, E Bilgili Powder Technology 403, 117433, 2022 | 9 | 2022 |
A deep reinforcement learning framework for solving two-stage stochastic programs D Yilmaz, İE Büyüktahtakın Optimization Letters, 1-28, 2023 | 7 | 2023 |
Predicting the Temperature Evolution during Nanomilling of Drug Suspensions via a Semi-Theoretical Lumped-Parameter Model G Guner, D Yilmaz, HF Yao, DJ Clancy, E Bilgili Pharmaceutics 14 (12), 2840, 2022 | 4 | 2022 |
A non-anticipative learning-optimization framework for solving multi-stage stochastic programs D Yilmaz, İE Büyüktahtakın Annals of Operations Research, 1-41, 2024 | 2 | 2024 |
Integrated Machine Learning and Optimization Approaches D Yilmaz New Jersey Institute of Technology, 2022 | | 2022 |