Niranjan Sitapure

According to our database, Niranjan Sitapure authored at least 13 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Empowering Hybrid Models with Attention-Based Time-series Transformers: A Case Study in Batch Crystallization.

Niranjan Sitapure, Joseph Sang-Il Kwon

Proceedings of the American Control Conference, 2024

Integrating Machine Learning in Process Control with LSTMc: A Case Study in Batch Crystallization.

Niranjan Sitapure, Joseph Sang-Il Kwon

Proceedings of the American Control Conference, 2024

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., September, 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

Exploring Different Time-series-Transformer (TST) Architectures: A Case Study in Battery Life Prediction for Electric Vehicles (EVs).

Niranjan Sitapure, Atharva Kulkarni

CoRR, 2023

Require Process Control? LSTMc is all you need!

Niranjan Sitapure, Joseph Sang-Il Kwon

CoRR, 2023

Model Predictive Control of Cadmium Telluride (CdTe) Quantum Dot (QD) Crystallization.

Niranjan Sitapure, Joseph Sang-Il Kwon

Proceedings of the American Control Conference, 2023

2022

Model Predictive Control of Spray Coating of Perovskite Quantum Dots for Application in Perovskite Solar Cells.

Niranjan Sitapure, Joseph Sang-Il Kwon

Proceedings of the American Control Conference, 2022

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

Proceedings of the American Control Conference, 2022

2021

Multiscale modeling of dendrite formation in lithium-ion batteries.

Hyeonggeon Lee, Niranjan Sitapure, Sungwon Hwang, Joseph Sang-Il Kwon

Comput. Chem. Eng., 2021

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

Proceedings of the 2021 American Control Conference, 2021

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

Modeling and size control of CsPbBr3 perovskite quantum dots.

Niranjan Sitapure, Tian Qiao, Dong Hee Son, Joseph Sang-Il Kwon

Proceedings of the 2020 American Control Conference, 2020