Modifier adaptation with guaranteed feasibility in the presence of gradient uncertainty. - Alejandro G. Marchetti; Martand Singhal; Timm Faulwasser; Dominique Bonvin (Comput. Chem. Eng., 2017)

Active Directional Modifier Adaptation with Trust Region- Application to Energy-Harvesting Kites. - Matthieu Jonin; Martand Singhal; Sanket Sanjay Diwale; Colin N. Jones; Dominique Bonvin (ECC, 2018)

Active directional modifier adaptation for real-time optimization. - Martand Singhal; Alejandro G. Marchetti; Timm Faulwasser; Dominique Bonvin (Comput. Chem. Eng., 2018)

A note on efficient computation of privileged directions in modifier adaptation. - Martand Singhal; Alejandro G. Marchetti; Timm Faulwasser; Dominique Bonvin (Comput. Chem. Eng., 2020)