Niranjan Sitapure

14 papers C 7Journal 7

Year	Rank	Type	Title / Venue / Authors
2024	C	`conf`	Empowering Hybrid Models with Attention-Based Time-series Transformers: A Case Study in Batch Crystallization. ACC Niranjan Sitapure, Joseph Sang-Il Kwon
2024	C	`conf`	Integrating Machine Learning in Process Control with LSTMc: A Case Study in Batch Crystallization. ACC Niranjan Sitapure, Joseph Sang-Il Kwon
2023	J	`jnl`	CrystalGPT: Enhancing system-to-system transferability in crystallization prediction and control using time-series-transformers. Comput. Chem. Eng. Niranjan Sitapure, Joseph Sang-Il Kwon
2023	J	`jnl`	CrystalGPT: Enhancing system-to-system transferability in crystallization prediction and control using time-series-transformers. CoRR Niranjan Sitapure, Joseph Sang-Il Kwon
2023	J	`jnl`	Exploring Different Time-series-Transformer (TST) Architectures: A Case Study in Battery Life Prediction for Electric Vehicles (EVs). CoRR Niranjan Sitapure, Atharva Kulkarni
2023	J	`jnl`	Introducing Hybrid Modeling with Time-series-Transformers: A Comparative Study of Series and Parallel Approach in Batch Crystallization. CoRR Niranjan Sitapure, Joseph Sang-Il Kwon
2023	C	`conf`	Model Predictive Control of Cadmium Telluride (CdTe) Quantum Dot (QD) Crystallization. ACC Niranjan Sitapure, Joseph Sang-Il Kwon
2023	J	`jnl`	Require Process Control? LSTMc is all you need! CoRR Niranjan Sitapure, Joseph Sang-Il Kwon
2022	C	`conf`	Mitigation of intra-cycle mechano-chemical degradation-based capacity fade in Lithium-ion batteries: Application of a model predictive controller. ACC Gyuyeong Hwang, Niranjan Sitapure, Jiyoung Moon, Sungwon Hwang, Joseph Sang-Il Kwon
2022	C	`conf`	Model Predictive Control of Spray Coating of Perovskite Quantum Dots for Application in Perovskite Solar Cells. ACC Niranjan Sitapure, Joseph Sang-Il Kwon
2021	C	`conf`	Multiscale CFD modeling and optimal control of a continuous slug flow crystallizer for quantum dot production. ACC Niranjan Sitapure, Robert W. Epps, Milad Abolhasani, Joseph Sang-Il Kwon
2021	J	`jnl`	Multiscale modeling of dendrite formation in lithium-ion batteries. Comput. Chem. Eng. Hyeonggeon Lee, Niranjan Sitapure, Sungwon Hwang, Joseph Sang-Il Kwon
2020	J	`jnl`	Kinetic Monte Carlo modeling of the equilibrium-based size control of CsPbBr Comput. Chem. Eng. Niranjan Sitapure, Tian Qiao, Dong Hee Son, Joseph Sang-Il Kwon
2020	C	`conf`	Modeling and size control of CsPbBr3 perovskite quantum dots. ACC Niranjan Sitapure, Tian Qiao, Dong Hee Son, Joseph Sang-Il Kwon