Benjamin Decardi-Nelson

24 papers A* 1C 5Journal 18

Year	Rank	Type	Title / Venue / Authors
2025	C	`conf`	Carbon capture plant model identification through simultaneous state and parameter estimation with sensitivity analysis. ACC Song Bo, Sarupa Debnath, Benjamin Decardi-Nelson, Jinfeng Liu
2025	J	`jnl`	Computer-aided molecular design by aligning generative diffusion models: Perspectives and challenges. Comput. Chem. Eng. Akshay Ajagekar, Benjamin Decardi-Nelson, Chao Shang, Fengqi You
2025	J	`jnl`	Computing control invariant set using reinforcement learning by leveraging default value function. Comput. Chem. Eng. Song Bo, Bernard T. Agyeman, Benjamin Decardi-Nelson, Haihan Wang, Jinfeng Liu
2025	J	`jnl`	Machine learning-based hybrid dynamic modeling and economic predictive control of carbon capture process for ship decarbonization. CoRR Xuewen Zhang, Kuniadi Wandy Huang, Dat-Nguyen Vo, Minghao Han, Benjamin Decardi-Nelson, Xunyuan Yin
2024	J	`jnl`	A semi-centralized multi-agent RL framework for efficient irrigation scheduling. CoRR Bernard T. Agyeman, Benjamin Decardi-Nelson, Jinfeng Liu, Sirish L. Shah
2024	J	`jnl`	Generative AI and Process Systems Engineering: The Next Frontier. CoRR Benjamin Decardi-Nelson, Abdulelah S. Alshehri, Akshay Ajagekar, Fengqi You
2024	J	`jnl`	Generative AI and process systems engineering: The next frontier. Comput. Chem. Eng. Benjamin Decardi-Nelson, Abdulelah S. Alshehri, Akshay Ajagekar, Fengqi You
2024	C	`conf`	Multi-agent Deep Reinforcement Learning for Energy Management in Grid-Responsive Networked Greenhouses. ACC Benjamin Decardi-Nelson, Akshay Ajagekar, Fengqi You
2023	J	`jnl`	Computing control invariant sets of cascade nonlinear systems: Decomposition and distributed computing. Comput. Chem. Eng. Benjamin Decardi-Nelson, Jinfeng Liu
2023	J	`jnl`	Optimizing the switching operation in monoclonal antibody production: Economic MPC and reinforcement learning. CoRR Sandra A. Obiri, Song Bo, Bernard T. Agyeman, Benjamin Decardi-Nelson, Jinfeng Liu
2022	C	`conf`	A distributed control invariant set computing algorithm for nonlinear cascade systems. ACC Benjamin Decardi-Nelson, Jinfeng Liu
2022	J	`jnl`	An efficient implementation of graph-based invariant set algorithm for constrained nonlinear dynamical systems. Comput. Chem. Eng. Benjamin Decardi-Nelson, Jinfeng Liu
2022	J	`jnl`	An efficient implementation of graph-based invariant set algorithm for constrained nonlinear dynamical systems. CoRR Benjamin Decardi-Nelson, Jinfeng Liu
2022	J	`jnl`	Computing control invariant sets of nonlinear systems: decomposition and distributed computing. CoRR Benjamin Decardi-Nelson, Jinfeng Liu
2022	J	`jnl`	Robust economic MPC of the absorption column in post-combustion carbon capture through zone tracking. CoRR Benjamin Decardi-Nelson, Jinfeng Liu
2022	A*	`conf`	SMPL: Simulated Industrial Manufacturing and Process Control Learning Environments. NeurIPS Mohan Zhang, Xiaozhou Wang, Benjamin Decardi-Nelson, Song Bo, An Zhang, Jinfeng Liu, Sile Tao, Jiayi Cheng, Xiaohong Liu, Dengdeng Yu, Matthew Poon, Animesh Garg
2022	J	`jnl`	SMPL: Simulated Industrial Manufacturing and Process Control Learning Environments. CoRR Mohan Zhang, Xiaozhou Wang, Benjamin Decardi-Nelson, Song Bo, An Zhang, Jinfeng Liu, Sile Tao, Jiayi Cheng, Xiaohong Liu, Dengdeng Yu, Matthew Poon, Animesh Garg
2022	J	`jnl`	Sensitivity-based dynamic performance assessment for model predictive control with Gaussian noise. CoRR Jianbang Liu, Song Bo, Benjamin Decardi-Nelson, Jinfeng Liu, Jingtao Hu, Tao Zou
2021	J	`jnl`	Computing robust control invariant sets of constrained nonlinear systems: A graph algorithm approach. Comput. Chem. Eng. Benjamin Decardi-Nelson, Jinfeng Liu
2021	J	`jnl`	Robust economic model predictive control with zone tracking. CoRR Benjamin Decardi-Nelson, Jinfeng Liu
2021	J	`jnl`	Subsystem decomposition and state estimation of nonlinear processes with implicit time-scale multiplicity. CoRR Sarupa Debnath, Soumya Ranjan Sahoo, Benjamin Decardi-Nelson, Jinfeng Liu
2020	J	`jnl`	Computing robust control invariant sets of constrained nonlinear systems: A graph algorithm approach. CoRR Benjamin Decardi-Nelson, Jinfeng Liu
2019	C	`conf`	Min-max economic MPC of networked control systems with transmission delays. ACC Yawen Mao, Su Liu, Benjamin Decardi-Nelson, Jinfeng Liu
2018	C	`conf`	A Comparison of Economic and Tracking Model Predictive Control in a Post Combustion CO2 Capture Process. ACC Benjamin Decardi-Nelson, Su Liu, Jinfeng Liu