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Niranjan Sitapure

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2024
[c7]
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Niranjan Sitapure, Joseph Sang-Il Kwon:
Integrating Machine Learning in Process Control with LSTMc: A Case Study in Batch Crystallization. ACC 2024: 39-44
[c6]
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Niranjan Sitapure, Joseph Sang-Il Kwon:
Empowering Hybrid Models with Attention-Based Time-series Transformers: A Case Study in Batch Crystallization. ACC 2024: 62-67
2023
[j3]
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  - journals/cce/SitapureK23
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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: 108339 (2023)
[c5]
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Niranjan Sitapure, Joseph Sang-Il Kwon:
Model Predictive Control of Cadmium Telluride (CdTe) Quantum Dot (QD) Crystallization. ACC 2023: 3251-3256
[i4]
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  - journals/corr/abs-2306-03099
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Niranjan Sitapure, Joseph Sang-Il Kwon:
CrystalGPT: Enhancing system-to-system transferability in crystallization prediction and control using time-series-transformers. CoRR abs/2306.03099 (2023)
[i3]
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  - journals/corr/abs-2306-07510
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Niranjan Sitapure, Joseph Sang-Il Kwon:
Require Process Control? LSTMc is all you need! CoRR abs/2306.07510 (2023)
[i2]
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  - journals/corr/abs-2308-03260
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Niranjan Sitapure, Atharva Kulkarni:
Exploring Different Time-series-Transformer (TST) Architectures: A Case Study in Battery Life Prediction for Electric Vehicles (EVs). CoRR abs/2308.03260 (2023)
[i1]
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  - journals/corr/abs-2308-05749
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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 abs/2308.05749 (2023)
2022
[c4]
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  - conf/amcc/HwangSMHK22
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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: 5282-5287
[c3]
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Niranjan Sitapure, Joseph Sang-Il Kwon:
Model Predictive Control of Spray Coating of Perovskite Quantum Dots for Application in Perovskite Solar Cells. ACC 2022: 5334-5339
2021
[j2]
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  - journals/cce/LeeSHK21
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Hyeonggeon Lee, Niranjan Sitapure, Sungwon Hwang, Joseph Sang-Il Kwon:
Multiscale modeling of dendrite formation in lithium-ion batteries. Comput. Chem. Eng. 153: 107415 (2021)
[c2]
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  - conf/amcc/SitapureEAK21
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Niranjan Sitapure, Robert W. 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: 1016-1021
2020
[j1]
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  - journals/cce/SitapureQSK20
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Niranjan Sitapure, Tian Qiao, Dong Hee Son, Joseph Sang-Il Kwon:
Kinetic Monte Carlo modeling of the equilibrium-based size control of CsPbBr₃ perovskite quantum dots in strongly confined regime. Comput. Chem. Eng. 139: 106872 (2020)
[c1]
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Niranjan Sitapure, Tian Qiao, Dong Hee Son, Joseph Sang-Il Kwon:
Modeling and size control of CsPbBr3 perovskite quantum dots. ACC 2020: 4331-4336

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