| Soil moisture map construction by sequential data assimilation using an extended Kalman filter BT Agyeman, S Bo, SR Sahoo, X Yin, J Liu, SL Shah Journal of Hydrology 598, 126425, 2021 | 32 | 2021 |
| LSTM-based model predictive control with discrete actuators for irrigation scheduling BT Agyeman, SR Sahoo, J Liu, SL Shah IFAC-PapersOnLine 55 (7), 334-339, 2022 | 15 | 2022 |
| An LSTM‐based mixed‐integer model predictive control for irrigation scheduling BT Agyeman, SR Sahoo, J Liu, SL Shah The Canadian Journal of Chemical Engineering 101 (6), 3362-3381, 2023 | 14 | 2023 |
| Knowledge-based optimal irrigation scheduling of agro-hydrological systems SR Sahoo, BT Agyeman, S Debnath, J Liu Sustainability 14 (3), 1304, 2022 | 12 | 2022 |
| Learning-based multi-agent MPC for irrigation scheduling BT Agyeman, M Nouri, WM Appels, J Liu, SL Shah Control Engineering Practice 147, 105908, 2024 | 10 | 2024 |
| Impact of sensor placement in soil water estimation: A real-case study E Orouskhani, S Sahoo, B Agyeman, S Bo, J Liu Irrigation Science 41 (3), 395-411, 2023 | 9 | 2023 |
| Simultaneous estimation of soil moisture and hydraulic parameters for precision agriculture. part b: Application to a real field BT Agyeman, E Orouskhani, J Liu 2022 IEEE International Symposium on Advanced Control of Industrial …, 2022 | 8 | 2022 |
| Knowledge-based optimal irrigation scheduling of three-dimensional agro-hydrological systems SR Sahoo, BT Agyeman, S Debnath, J Liu IFAC-PapersOnLine 55 (7), 441-446, 2022 | 7 | 2022 |
| Simultaneous estimation of soil moisture and hydraulic parameters for precision agriculture. part a: Methodology E Orouskhani, BT Agyeman, J Liu 2022 IEEE International Symposium on Advanced Control of Industrial …, 2022 | 6 | 2022 |
| LSTM-based model predictive control with discrete inputs for irrigation scheduling BT Agyeman, SR Sahoo, J Liu, SL Shah arXiv preprint arXiv:2112.06352, 2021 | 6 | 2021 |
| Input-output selection for lstm-based reduced-order state estimator design S Debnath, SR Sahoo, BT Agyeman, J Liu Mathematics 11 (2), 400, 2023 | 5 | 2023 |
| Irrigation management zone delineation and optimal irrigation scheduling for center pivot irrigation systems BT Agyeman, M Naouri, W Appels, J Liu IFAC-PapersOnLine 56 (2), 9906-9911, 2023 | 5 | 2023 |
| Optimizing the switching operation in monoclonal antibody production: Economic MPC and reinforcement learning SA Obiri, S Bo, BT Agyeman, S Debnath, B Decardi-Nelson, J Liu Chemical Engineering Research and Design 199, 61-73, 2023 | 4 | 2023 |
| Soil moisture map construction using microwave remote sensors and sequential data assimilation BT Agyeman, S Bo, SR Sahoo, X Yin, J Liu, SL Shah arXiv preprint arXiv:2010.07037, 2020 | 4 | 2020 |
| Sensor Selection and State Estimation of Continuous mAb Production Processes SA Obiri, BT Agyeman, S Debnath, S Liu, J Liu Mathematics 11 (18), 3860, 2023 | 3 | 2023 |
| Maximizing soil moisture estimation accuracy through simultaneous hydraulic parameter estimation using microwave remote sensing: Methodology and application BT Agyeman, E Orouskhani, M Naouri, W Appels, M Wolleben, J Liu, ... arXiv preprint arXiv:2305.15549, 2023 | 3 | 2023 |
| Semi-centralized multi-agent RL for irrigation scheduling BT Agyeman, J Liu, SL Shah IFAC-PapersOnLine 58 (14), 145-150, 2024 | 2 | 2024 |
| An error-triggered adaptive model reduction and soil moisture estimation for agro-hydrological system S Debnath, SR Sahoo, BT Agyeman, X Yin, J Liu 2023 62nd IEEE Conference on Decision and Control (CDC), 7586-7591, 2023 | 2 | 2023 |
| Control invariant set enhanced safe reinforcement learning: improved sampling efficiency, guaranteed stability and robustness S Bo, BT Agyeman, X Yin, J Liu Computers & Chemical Engineering 179, 108413, 2023 | 2 | 2023 |
| Integrating machine learning paradigms and mixed-integer model predictive control for irrigation scheduling BT Agyeman, M Naouri, W Appels, J Liu, SL Shah arXiv preprint arXiv:2306.08715, 2023 | 2 | 2023 |