| Dimensionality reduction for visualizing industrial chemical process data M Joswiak, Y Peng, I Castillo, LH Chiang Control Engineering Practice 93, 104189, 2019 | 46 | 2019 |
| Gypsum crystallization during phosphoric acid production: modeling and experiments using the mixed-solvent-electrolyte thermodynamic model Y Peng, Z Zhu, RD Braatz, AS Myerson Industrial & Engineering Chemistry Research 54 (32), 7914-7924, 2015 | 36 | 2015 |
| Crystallization of calcium sulphate during phosphoric acid production: modeling particle shape and size distribution Z Zhu, Y Peng, TA Hatton, K Samrane, AS Myerson, RD Braatz Procedia Engineering 138, 390-402, 2016 | 24 | 2016 |
| Data science challenges in chemical manufacturing B Braun, I Castillo, M Joswiak, Y Peng, R Rendall, A Schmidt, Z Wang, ... IFAC preprints, 2020 | 17 | 2020 |
| Physics-Enhanced neural ordinary differential equations: Application to industrial chemical reaction systems F Sorourifar, Y Peng, I Castillo, L Bui, J Venegas, JA Paulson Industrial & Engineering Chemistry Research 62 (38), 15563-15577, 2023 | 11 | 2023 |
| Contamination classification for pellet quality inspection using deep learning Y Peng, B Braun, C McAlpin, M Broadway, B Colegrove, L Chiang Computers & Chemical Engineering 163, 107836, 2022 | 5 | 2022 |
| Multi-source Heterogeneous Data Fusion for Toxin Level Quantification E Strelet, Z Wang, Y Peng, I Castillo, R Rendall, B Braun, M Joswiak, ... IFAC-PapersOnLine 54 (3), 67-72, 2021 | 5 | 2021 |
| Methodology to screen vendors for predictive maintenance in the chemical industry B Braun, M Dessauer, K Henderson, Y Peng, MB Seasholtz Journal of Advanced Manufacturing and Processing 4 (1), e10109, 2022 | 3 | 2022 |
| Multi-source and multimodal data fusion for improved management of a wastewater treatment plant E Strelet, Y Peng, I Castillo, R Rendall, Z Wang, M Joswiak, B Braun, ... Journal of Environmental Chemical Engineering 11 (6), 111530, 2023 | 1 | 2023 |
| From Open Loop to Real-time Recipe Optimization for Complex Industrial Batch Processes* L Kong, I Castillo, Y Peng, R Rendall, Z Wang, D Trahan, D Bentley 2023 American Control Conference (ACC), 750-755, 2023 | 1 | 2023 |
| C-HACK: A Data Science Tutorial and Hackathon for Undergraduate Students in Chemical Engineering. EA Komp, B Pelkie, N Janulaitis, M Abel, I Castillo, LH Chiang, Y Peng, ... Chemical Engineering Education 57 (1), 17-26, 2023 | 1 | 2023 |
| Extracting Meaningful Features from Industrial Text Data E Strelet, I Castillo, Y Peng, R Rendall, ST Chin, M Reis 2023 AIChE Annual Meeting, 2023 | | 2023 |
| Continuous assessment of data sources quality for improving the resilience of multisource fusion platforms E Strelet, Z Wang, Y Peng, I Castillo, R Rendall, B Braun, L Chiang, ... 2022 American Control Conference (ACC), 4323-4328, 2022 | | 2022 |
| A New Modeling Framework for Batch Process Optimization L Kong, I Castillo, Y Peng, R Rendall, Z Wang, DW Trahan 2022 Spring Meeting & 18th Global Congress on Process Safety, 2022 | | 2022 |
| Regularized Bayesian Fusion for Toxin Concentration Estimation in an Industrial Wastewater Treatment Plant E Strelet, Z Wang, Y Peng, I Castillo, R Rendall, B Braun, M Joswiak, ... 2021 AIChE Annual Meeting, 2021 | | 2021 |
| Machine learning and AI Applications in Chemical Industry Y Peng, I Castillo, R Rendall, Z Wang, B Braun, L Chiang 2021 AIChE Annual Meeting, 2021 | | 2021 |
| Hybrid Modeling Approach for Industrial Batch Process Y Peng, I Castillo, R Rendall, L Kong, Z Wang, D Trahan, L Chiang INFORMS, 2021 | | 2021 |
| Applying Reinforcement Learning for Batch Trajectory Optimization in a Chemical Industrial Application R Rendall, Y Ma, I Castillo, Z Wang, Y Peng, D Bentley, L Chiang 2021 AIChE Spring Meeting & 16th Global Congress on Process Safety, 2021 | | 2021 |
| Image classification to automate at-line pellet inspection in plastics production Y Peng, B Braun, M Broadway, C McAlpin, B Colegrove, L Chiang 12th AIChE Southwest Process Technology Conference, Virtual, 2020 | | 2020 |
| Sensor Fusion Applications in Industrial Chemical Process Monitoring Z Wang, Y Peng, I Castillo, R Rendall, LH Chiang 2020 Spring Meeting & 16th Global Congress on Process Safety, 2020 | | 2020 |
