Benjamin Decardi-Nelson
According to our database1,
Benjamin Decardi-Nelson
authored at least 20 papers
between 2018 and 2025.
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Bibliography
2025
Machine learning-based hybrid dynamic modeling and economic predictive control of carbon capture process for ship decarbonization.
CoRR, February, 2025
Computing control invariant set using reinforcement learning by leveraging default value function.
Comput. Chem. Eng., 2025
Computer-aided molecular design by aligning generative diffusion models: Perspectives and challenges.
Comput. Chem. Eng., 2025
Carbon capture plant model identification through simultaneous state and parameter estimation with sensitivity analysis.
Proceedings of the 2025 American Control Conference, 2025
2024
CoRR, 2024
Comput. Chem. Eng., 2024
Multi-agent Deep Reinforcement Learning for Energy Management in Grid-Responsive Networked Greenhouses.
Proceedings of the American Control Conference, 2024
2023
Computing control invariant sets of cascade nonlinear systems: Decomposition and distributed computing.
Comput. Chem. Eng., March, 2023
Optimizing the switching operation in monoclonal antibody production: Economic MPC and reinforcement learning.
CoRR, 2023
2022
Computing control invariant sets of nonlinear systems: decomposition and distributed computing.
CoRR, 2022
Sensitivity-based dynamic performance assessment for model predictive control with Gaussian noise.
CoRR, 2022
Robust economic MPC of the absorption column in post-combustion carbon capture through zone tracking.
CoRR, 2022
An efficient implementation of graph-based invariant set algorithm for constrained nonlinear dynamical systems.
Comput. Chem. Eng., 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
A distributed control invariant set computing algorithm for nonlinear cascade systems.
Proceedings of the American Control Conference, 2022
2021
Subsystem decomposition and state estimation of nonlinear processes with implicit time-scale multiplicity.
CoRR, 2021
Computing robust control invariant sets of constrained nonlinear systems: A graph algorithm approach.
Comput. Chem. Eng., 2021
2019
Proceedings of the 2019 American Control Conference, 2019
2018
A Comparison of Economic and Tracking Model Predictive Control in a Post Combustion CO2 Capture Process.
Proceedings of the 2018 Annual American Control Conference, 2018