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Jianfeng Liu
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Global solution strategies for the network-constrained unit commitment problem with AC transmission constraints
J Liu, CD Laird, JK Scott, JP Watson, A Castillo
IEEE Transactions on Power Systems 34 (2), 1139-1150, 2018
562018
Data reconciliation in the Quality-by-Design (QbD) implementation of pharmaceutical continuous tablet manufacturing
Q Su, Y Bommireddy, Y Shah, S Ganesh, M Moreno, J Liu, M Gonzalez, ...
International journal of pharmaceutics 563, 259-272, 2019
362019
Tuning BARON using derivative-free optimization algorithms
J Liu, N Ploskas, NV Sahinidis
Journal of Global Optimization 74, 611-637, 2019
342019
Robust state estimation of feeding–blending systems in continuous pharmaceutical manufacturing
J Liu, Q Su, M Moreno, C Laird, Z Nagy, G Reklaitis
Chemical Engineering Research and Design 134, 140-153, 2018
282018
A multitree approach for global solution of ACOPF problems using piecewise outer approximations
J Liu, M Bynum, A Castillo, JP Watson, CD Laird
Computers & Chemical Engineering 114, 145-157, 2018
242018
Steady-state data reconciliation framework for a direct continuous tableting line
M Moreno, J Liu, Q Su, C Leach, A Giridhar, N Yazdanpanah, T O’Connor, ...
Journal of pharmaceutical innovation 14, 221-238, 2019
112019
Sensor network for continuous tablet manufacturing
S Ganesh, M Moreno, J Liu, M Gonzalez, Z Nagy, G Reklaitis
Computer Aided Chemical Engineering 44, 2149-2154, 2018
102018
A global stochastic programming approach for the optimal placement of gas detectors with nonuniform unavailabilities
J Liu, CD Laird
Journal of Loss Prevention in the Process Industries 51, 29-35, 2018
72018
Steady-state data reconciliation of a direct compression tableting line
M Moreno, J Liu, S Ganesh, Q Su, N Yazdanpanah, OC Thomas, C Laird, ...
2017 AIChE Annual Meeting, 2017
42017
Large language models for preventing medication direction errors in online pharmacies
C Pais, J Liu, R Voigt, V Gupta, E Wade, M Bayati
Nature Medicine, 1-9, 2024
2024
Deep Learning-Based Approximation of Model Predictive Control Laws Using Mixture Networks
M Okamoto, J Ren, Q Mao, J Liu, Y Cao
IEEE Transactions on Automation Science and Engineering, 2024
2024
A Generalizable Method for Capacity Estimation and RUL Prediction in Lithium-Ion Batteries
Y Wang, J Zhu, L Cao, J Liu, P You, B Gopaluni, Y Cao
Industrial & Engineering Chemistry Research 63 (1), 345-357, 2023
2023
Mixed-Integer Nonlinear Programming Applications: Pyomo Tools and Tailored Strategies.
CD Laird, ML Bynum, AR Castillo, JP Watson, J Liu
Sandia National Lab.(SNL-NM), Albuquerque, NM (United States); Sandia …, 2019
2019
Global Optimization of Gas and Fire Detector Placement Considering Sensor Failures.
ML Bynum, J Liu, T Zhen, KA Klise, CD Laird
Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2019
2019
Global Solution of AC Optimal Power Flow Problems.
ML Bynum, CD Laird, AR Castillo, J Liu, JP Watson
Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2018
2018
A Fault-Tolerant Control Design for Real-Time Release in Continuous Manufacturing of Solid Dose Using Direct Compaction
Q Su, M Moreno, J Liu, S Ganesh, Y Bommiready, M Gonzalez, ...
2017 AIChE Annual Meeting, 2017
2017
Robust State Estimation of Feeder and Blender Systems in Continuous Pharmaceutical Manufacturing Systems
J Liu, Q Su, M Moreno, C Laird, Z Nagy, G Reklaitis
2017 AIChE Annual Meeting, 2017
2017
Global Optimization of Large-Scale Complex Nonlinear Systems: Algorithms and Applications
J Liu
Purdue University, 2017
2017
Estimating Nonlinear Infectious Disease Models with both Discrete and Continuous Parameters
J Liu, C Laird
PSE2015 ESCAPE25, 241, 2015
2015
Formulation and Solution of Contingency Constrained ACOPF Problem with Pyomo
SD Winarto, J Liu, CD Laird
2014
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Articles 1–20