Niranjan Sitapure

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 12

Top Topics

Process Control

Subsequence Matching

Chaotic Time Series

Top Venues

Comput. Chem. Eng.

Publications

Niranjan Sitapure, Atharva Kulkarni
Exploring Different Time-series-Transformer (TST) Architectures: A Case Study in Battery Life Prediction for Electric Vehicles (EVs). CoRR (2023)
Niranjan Sitapure, Joseph Sang-Il Kwon
CrystalGPT: Enhancing system-to-system transferability in crystallization prediction and control using time-series-transformers. Comput. Chem. Eng. 177 (2023)
Niranjan Sitapure, Joseph Sang-Il Kwon
Introducing Hybrid Modeling with Time-series-Transformers: A Comparative Study of Series and Parallel Approach in Batch Crystallization. CoRR (2023)
Niranjan Sitapure, Joseph Sang-Il Kwon
Model Predictive Control of Cadmium Telluride (CdTe) Quantum Dot (QD) Crystallization. ACC (2023)
Niranjan Sitapure, Joseph Sang-Il Kwon
Require Process Control? LSTMc is all you need! CoRR (2023)
Niranjan Sitapure, Joseph Sang-Il Kwon
CrystalGPT: Enhancing system-to-system transferability in crystallization prediction and control using time-series-transformers. CoRR (2023)
Niranjan Sitapure, Joseph Sang-Il Kwon
Model Predictive Control of Spray Coating of Perovskite Quantum Dots for Application in Perovskite Solar Cells. ACC (2022)
Gyuyeong Hwang, Niranjan Sitapure, Jiyoung Moon, Sungwon Hwang, Joseph Sang-Il Kwon
Mitigation of intra-cycle mechano-chemical degradation-based capacity fade in Lithium-ion batteries: Application of a model predictive controller. ACC (2022)
Hyeonggeon Lee, Niranjan Sitapure, Sungwon Hwang, Joseph Sang-Il Kwon
Multiscale modeling of dendrite formation in lithium-ion batteries. Comput. Chem. Eng. 153 (2021)
Niranjan Sitapure, Robert Epps, Milad Abolhasani, Joseph Sang-Il Kwon
Multiscale CFD modeling and optimal control of a continuous slug flow crystallizer for quantum dot production. ACC (2021)
Niranjan Sitapure, Tian Qiao, Dong Hee Son, Joseph Sang-Il Kwon
Modeling and size control of CsPbBr3 perovskite quantum dots. ACC (2020)
Niranjan Sitapure, Tian Qiao, Dong Hee Son, Joseph Sang-Il Kwon
perovskite quantum dots in strongly confined regime. Comput. Chem. Eng. 139 (2020)