Modeling and size control of CsPbBr3 perovskite quantum dots. - Niranjan Sitapure; Tian Qiao; Dong Hee Son; Joseph Sang-Il Kwon (ACC, 2020)

Kinetic Monte Carlo modeling of the equilibrium-based size control of CsPbBr3 perovskite quantum dots in strongly confined regime. - Niranjan Sitapure; Tian Qiao; Dong Hee Son; Joseph Sang-Il Kwon (Comput. Chem. Eng., 2020)

Multiscale CFD modeling and optimal control of a continuous slug flow crystallizer for quantum dot production. - Niranjan Sitapure; Robert W. Epps; Milad Abolhasani; Joseph Sang-Il Kwon (ACC, 2021)

Multiscale modeling of dendrite formation in lithium-ion batteries. - Hyeonggeon Lee; Niranjan Sitapure; Sungwon Hwang; Joseph Sang-Il Kwon (Comput. Chem. Eng., 2021)

Mitigation of intra-cycle mechano-chemical degradation-based capacity fade in Lithium-ion batteries: Application of a model predictive controller. - Gyuyeong Hwang; Niranjan Sitapure; Jiyoung Moon; Sungwon Hwang; Joseph Sang-Il Kwon (ACC, 2022)

Model Predictive Control of Spray Coating of Perovskite Quantum Dots for Application in Perovskite Solar Cells. - Niranjan Sitapure; Joseph Sang-Il Kwon (ACC, 2022)

Model Predictive Control of Cadmium Telluride (CdTe) Quantum Dot (QD) Crystallization. - Niranjan Sitapure; Joseph Sang-Il Kwon (ACC, 2023)

Require Process Control? LSTMc is all you need! - Niranjan Sitapure; Joseph Sang-Il Kwon (CoRR, 2023)

Exploring Different Time-series-Transformer (TST) Architectures: A Case Study in Battery Life Prediction for Electric Vehicles (EVs). - Niranjan Sitapure; Atharva Kulkarni (CoRR, 2023)

Introducing Hybrid Modeling with Time-series-Transformers: A Comparative Study of Series and Parallel Approach in Batch Crystallization. - Niranjan Sitapure; Joseph Sang-Il Kwon (CoRR, 2023)

CrystalGPT: Enhancing system-to-system transferability in crystallization prediction and control using time-series-transformers. - Niranjan Sitapure; Joseph Sang-Il Kwon (Comput. Chem. Eng., 2023)

Integrating Machine Learning in Process Control with LSTMc: A Case Study in Batch Crystallization. - Niranjan Sitapure; Joseph Sang-Il Kwon (ACC, 2024)

Empowering Hybrid Models with Attention-Based Time-series Transformers: A Case Study in Batch Crystallization. - Niranjan Sitapure; Joseph Sang-Il Kwon (ACC, 2024)