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08/07/2023
Optimizing the switching operation in monoclonal antibody production: Economic MPC and reinforcement learning
Monoclonal antibodies (mAbs) have emerged as indispensable assets in med...
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06/14/2023
Integrating machine learning paradigms and mixed-integer model predictive control for irrigation scheduling
The agricultural sector currently faces significant challenges in water ...
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05/24/2023
Control invariant set enhanced safe reinforcement learning: improved sampling efficiency, guaranteed stability and robustness
Reinforcement learning (RL) is an area of significant research interest,...
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05/24/2023
State estimation for one-dimensional agro-hydrological processes with model mismatch
The importance of accurate soil moisture data for the development of mod...
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04/11/2023
Control invariant set enhanced reinforcement learning for process control: improved sampling efficiency and guaranteed stability
Reinforcement learning (RL) is an area of significant research interest,...
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06/17/2022
SMPL: Simulated Industrial Manufacturing and Process Control Learning Environments
Traditional biological and pharmaceutical manufacturing plants are contr...
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04/29/2022
PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining
Large-scale vision-language pre-training has achieved promising results ...
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03/13/2022