Akshay Ajagekar

14 papers A 1B 1C 3Journal 8Unranked 1

Year	Rank	Type	Title / Venue / Authors
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
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	—	`conf`	Attention Based Multi-Agent Reinforcement Learning for Demand Response in Grid-Responsive Buildings. CCTA Jiahan Xie, Akshay Ajagekar, Fengqi You
2022	C	`conf`	Deep Reinforcement Learning Based Automatic Control in Semi-Closed Greenhouse Systems. ACC Akshay Ajagekar, Fengqi You
2022	C	`conf`	Deep Reinforcement Learning based Solution Approach for Unit Commitment under Demand and Wind Power Uncertainty. ACC Akshay Ajagekar, Fengqi You
2021	A	`conf`	Quantum Machine Learning for Finance ICCAD Special Session Paper. ICCAD Marco Pistoia, Syed Farhan Ahmad, Akshay Ajagekar, Alexander Buts, Shouvanik Chakrabarti, Dylan Herman, Shaohan Hu, Andrew Jena, Pierre Minssen, Pradeep Niroula, Arthur G. Rattew, Yue Sun, Romina Yalovetzky
2021	J	`jnl`	Quantum Machine Learning for Finance. CoRR Marco Pistoia, Syed Farhan Ahmad, Akshay Ajagekar, Alexander Buts, Shouvanik Chakrabarti, Dylan Herman, Shaohan Hu, Andrew Jena, Pierre Minssen, Pradeep Niroula, Arthur G. Rattew, Yue Sun, Romina Yalovetzky
2020	B	`conf`	A Deep Learning Approach for Fault Detection and Diagnosis of Industrial Processes using Quantum Computing. SMC Akshay Ajagekar, Fengqi You
2020	J	`jnl`	Quantum Computing Assisted Deep Learning for Fault Detection and Diagnosis in Industrial Process Systems. CoRR Akshay Ajagekar, Fengqi You
2020	J	`jnl`	Quantum computing assisted deep learning for fault detection and diagnosis in industrial process systems. Comput. Chem. Eng. Akshay Ajagekar, Fengqi You
2020	J	`jnl`	Quantum computing based hybrid solution strategies for large-scale discrete-continuous optimization problems. Comput. Chem. Eng. Akshay Ajagekar, Travis S. Humble, Fengqi You
2019	J	`jnl`	Quantum Computing based Hybrid Solution Strategies for Large-scale Discrete-Continuous Optimization Problems. CoRR Akshay Ajagekar, Travis S. Humble, Fengqi You