| Exploring the potential of time-series transformers for process modeling and control in chemical systems: an inevitable paradigm shift? N Sitapure, JSI Kwon Chemical Engineering Research and Design 194, 461-477, 2023 | 85 | 2023 |
| CrystalGPT: Enhancing system-to-system transferability in crystallization prediction and control using time-series-transformers N Sitapure, JSI Kwon Computers & Chemical Engineering 177, 108339, 2023 | 58 | 2023 |
| Model predictive control of Lithium-ion batteries: Development of optimal charging profile for reduced intracycle capacity fade using an enhanced single particle model (SPM … G Hwang, N Sitapure, J Moon, H Lee, S Hwang, JSI Kwon Chemical Engineering Journal 435, 134768, 2022 | 53 | 2022 |
| Multiscale modeling of dendrite formation in lithium-ion batteries H Lee, N Sitapure, S Hwang, JSI Kwon Computers & Chemical Engineering 153, 107415, 2021 | 52 | 2021 |
| DFT–kMC analysis for identifying novel bimetallic electrocatalysts for enhanced NRR performance by suppressing HER at ambient conditions via active-site separation CH Lee, S Pahari, N Sitapure, MA Barteau, JSI Kwon ACS Catalysis 12 (24), 15609-15617, 2022 | 49 | 2022 |
| Multiscale modeling and optimal operation of millifluidic synthesis of perovskite quantum dots: towards size-controlled continuous manufacturing N Sitapure, R Epps, M Abolhasani, JSI Kwon Chemical Engineering Journal 413, 127905, 2021 | 49 | 2021 |
| Investigating high-performance non-precious transition metal oxide catalysts for nitrogen reduction reaction: a multifaceted DFT–kMC–LSTM approach CH Lee, S Pahari, N Sitapure, MA Barteau, JSI Kwon ACS Catalysis 13 (13), 8336-8346, 2023 | 45 | 2023 |
| Nondestructive Photopatterning of Heavy‐Metal‐Free Quantum Dots J Yang, M Lee, SY Park, M Park, J Kim, N Sitapure, D Hahm, S Rhee, ... Advanced Materials 34 (43), 2205504, 2022 | 44 | 2022 |
| Introducing hybrid modeling with time-series-transformers: A comparative study of series and parallel approach in batch crystallization N Sitapure, J Sang-Il Kwon Industrial & Engineering Chemistry Research 62 (49), 21278-21291, 2023 | 37 | 2023 |
| A computational approach to characterize formation of a passivation layer in lithium metal anodes N Sitapure, H Lee, F Ospina‐Acevedo, PB Balbuena, S Hwang, JSII Kwon AIChE Journal 67 (1), e17073, 2021 | 37 | 2021 |
| Neural network-based model predictive control for thin-film chemical deposition of quantum dots using data from a multiscale simulation N Sitapure, JSI Kwon Chemical Engineering Research and Design 183, 595-607, 2022 | 33 | 2022 |
| CFD-based computational studies of quantum dot size control in slug flow crystallizers: Handling slug-to-slug variation N Sitapure, RW Epps, M Abolhasani, J Sang-Il Kwon Industrial & Engineering Chemistry Research 60 (13), 4930-4941, 2021 | 31 | 2021 |
| Kinetic Monte Carlo modeling of the equilibrium-based size control of CsPbBr3 perovskite quantum dots in strongly confined regime N Sitapure, T Qiao, DH Son, JSI Kwon Computers & Chemical Engineering 139, 106872, 2020 | 24 | 2020 |
| Chemical compatibility study of BSCF cathode materials with proton-conducting BCY/BCZY/BZY electrolytes PS Mahadik, AN Shirsat, B Saha, N Sitapure, D Tyagi, S Varma, BN Wani, ... Journal of Thermal Analysis and Calorimetry 137, 1857-1866, 2019 | 22 | 2019 |
| Machine learning meets process control: Unveiling the potential of LSTMc N Sitapure, JSI Kwon AIChE Journal, e18356, 2024 | 13* | 2024 |
| A unified approach for modeling and control of crystallization of quantum dots (QDs) N Sitapure, JSI Kwon Digital Chemical Engineering 6, 100077, 2023 | 12 | 2023 |
| Exploring the benefits of utilizing small modular device for sustainable and flexible shale gas water management K Cao, N Sitapure, JSI Kwon Journal of Cleaner Production 384, 135282, 2023 | 10 | 2023 |
| Modeling ligand crosslinking for interlocking quantum dots in thin-films N Sitapure, TH Kwon, M Lee, BS Kim, MS Kang, J Kwon Journal of Materials Chemistry C 10 (18), 7132-7140, 2022 | 10 | 2022 |
| Exploring Different Time-series-Transformer (TST) Architectures: A Case Study in Battery Life Prediction for Electric Vehicles (EVs) N Sitapure, A Kulkarni arXiv preprint arXiv:2308.03260, 2023 | 8 | 2023 |
| Multiscale CFD modeling and optimal control of a continuous slug flow crystallizer for quantum dot production N Sitapure, R Epps, M Abolhasani, JSI Kwon 2021 American Control Conference (ACC), 1016-1021, 2021 | 6 | 2021 |
Joseph Sang-Il KwonKenneth R. Hall Associate Professor, Artie McFerrin Department of Chemical Engineering, TAMUVerified email at tamu.edu