متابعة
Eric Bradford
Eric Bradford
KPMG Switzerland
بريد إلكتروني تم التحقق منه على KPMG.com
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Machine learning meets continuous flow chemistry: Automated optimization towards the Pareto front of multiple objectives‏
AM Schweidtmann, AD Clayton, N Holmes, E Bradford, RA Bourne, ...‏
Chemical Engineering Journal 352, 277-282, 2018‏
3472018
Efficient multiobjective optimization employing Gaussian processes, spectral sampling and a genetic algorithm‏
E Bradford, AM Schweidtmann, A Lapkin‏
Journal of global optimization 71 (2), 407-438, 2018‏
2902018
Reinforcement learning for batch bioprocess optimization‏
P Petsagkourakis, IO Sandoval, E Bradford, D Zhang, ...‏
Computers & Chemical Engineering 133, 106649, 2020‏
1792020
Stochastic data-driven model predictive control using Gaussian processes‏
E Bradford, L Imsland, D Zhang, EA del Rio Chanona‏
Computers & Chemical Engineering 139, 106844, 2020‏
1182020
Mixing performance evaluation for commercially available micromixers using Villermaux–Dushman reaction scheme with the interaction by exchange with the mean model‏
JM Reckamp, A Bindels, S Duffield, YC Liu, E Bradford, E Ricci, ...‏
Organic Process Research & Development 21 (6), 816-820, 2017‏
902017
Dynamic modeling and optimization of sustainable algal production with uncertainty using multivariate Gaussian processes‏
E Bradford, AM Schweidtmann, D Zhang, K Jing, EA del Rio-Chanona‏
Computers & Chemical Engineering 118, 143-158, 2018‏
762018
Real-Time Optimization Meets Bayesian Optimization and Derivative-Free Optimization: A Tale of Modifier Adaptation‏
EA del Rio Chanona, P Petsagkourakis, E Bradford, JEA Graciano, ...‏
Computers & Chemical Engineering 147, 107249, 2021‏
672021
Review of advanced physical and data‐driven models for dynamic bioprocess simulation: Case study of algae–bacteria consortium wastewater treatment‏
EA Del Rio‐Chanona, X Cong, E Bradford, D Zhang, K Jing‏
Biotechnology and bioengineering 116 (2), 342-353, 2019‏
572019
Economic Stochastic Model Predictive Control Using the Unscented Kalman Filter⋆‏
E Bradford, L Imsland‏
IFAC-PapersOnLine 51 (18), 417-422, 2018‏
492018
Stochastic Nonlinear Model Predictive Control Using Gaussian Processes‏
E Bradford, L Imsland‏
2018 European Control Conference (ECC), 1027-1034, 2018‏
422018
Chance constrained policy optimization for process control and optimization‏
P Petsagkourakis, IO Sandoval, E Bradford, F Galvanin, D Zhang, ...‏
Journal of Process Control 111, 35-45, 2022‏
412022
Modifier-Adaptation Schemes Employing Gaussian Processes and Trust Regions for Real-Time Optimization⋆‏
E del Rio Chanona, JA Graciano, E Bradford, B Chachuat‏
IFAC-PapersOnLine 52 (1), 52-57, 2019‏
322019
Pushing nanomaterials up to the kilogram scale–An accelerated approach for synthesizing antimicrobial ZnO with high shear reactors, machine learning and high-throughput analysis‏
NA Jose, M Kovalev, E Bradford, AM Schweidtmann, HC Zeng, AA Lapkin‏
Chemical Engineering Journal 426, 131345, 2021‏
242021
Output feedback stochastic nonlinear model predictive control for batch processes‏
E Bradford, L Imsland‏
Computers & Chemical Engineering 126, 434-450, 2019‏
232019
Nonlinear model predictive control with explicit back-offs for Gaussian process state space models‏
E Bradford, L Imsland, EA del Rio-Chanona‏
2019 58th Conference on Decision and Control (CDC), 4747-4754, 2019‏
212019
Reinforcement learning for batch-to-batch bioprocess optimisation‏
P Petsagkourakis, IO Sandoval, E Bradford, D Zhang, ...‏
Computer Aided Chemical Engineering 46, 919-924, 2019‏
182019
Hybrid Gaussian Process Modeling Applied to Economic Stochastic Model Predictive Control of Batch Processes‏
E Bradford, L Imsland, M Reble, EA del Rio-Chanona‏
Recent Advances in Model Predictive Control: Theory, Algorithms, and …, 2021‏
162021
Constrained reinforcement learning for dynamic optimization under uncertainty‏
P Petsagkourakis, IO Sandoval, E Bradford, D Zhang, EAR Chanona‏
IFAC-PapersOnLine 53 (2), 11264-11270, 2020‏
152020
Economic stochastic nonlinear model predictive control of a semi-batch polymerization reaction‏
E Bradford, M Reble, A Bouaswaig, L Imsland‏
IFAC-PapersOnLine 52 (1), 667-672, 2019‏
132019
Expectation constrained stochastic nonlinear model predictive control of a batch bioreactor‏
E Bradford, L Imsland‏
Computer Aided Chemical Engineering 40, 1621-1626, 2017‏
112017
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مقالات 1–20