Brandon Corbett - Publications, H-index & Citations

Physics-Informed Neural Networks for Process Systems: Handling Plant-Model Mismatch

IF4

2024-10-22

OAAI

Weir, Lauren; Mathias, Nigel; Corbett, Brandon; Mhaskar, Prashant

A practically implementable reinforcement learning control approach by leveraging offset-free model predictive control 利用无偏移模型预测控制的实际可实现的强化学习控制方法

IF3.9

2024-07-23

PREAI

Moayedi, Farshad; Chandrasekar, Aswin; Rasmussen, Sarah; Sarna, Samardeep; Corbett, Brandon; Mhaskar, Prashant

A practically implementable reinforcement learning-based process controller design 一种可实际实现的基于强化学习的过程控制器设计

IF3.9

2024-02-01

PREAI

Hassanpour, Hesam; Mhaskar, Prashant; Corbett, Brandon

Adaptable control policies for variable liquid chromatography columns using deep reinforcement learning

IF4

2023-10-07

PREAI

Hassanpour, Hesam; Wang, Xiaonian; Corbett, Brandon; Mhaskar, Prashant

SCIENTIFIC REPORTS

IF3.9

2023-07-12

OAAI

Andersson, David; Edlund, Christoffer; Corbett, Brandon; Sjogren, Rickard

Numerical simulation of the general rate model of chromatography using orthogonal collocation

Artificial Neural Network-Based Model Predictive Control Using Correlated Data

IF3.9

2023-02-01

PREAI

Andersson, David; Sjogren, Rickard; Corbett, Brandon

Artificial neural network based model predictive control: Implementing achievable set-points 基于人工神经网络的模型预测控制: 实现可实现的设定点

IF3.9

2022-02-17

PREAI

Hassanpour, Hesam; Corbett, Brandon; Mhaskar, Prashant

Model predictive control using subspace model identification 基于子空间模型辨识的模型预测控制

IF4

2021-09-27

PREAI

Hassanpour, Hesam; Corbett, Brandon; Mhaskar, Prashant

Integrating dynamic neural network models with principal component analysis for adaptive model predictive control

IF3.9

2021-06-01

PREAI

Patel, Nikesh; Corbett, Brandon; Mhaskar, Prashant

CHEMICAL ENGINEERING RESEARCH & DESIGN

IF3.9

2020-09-01

PREAI

Hassanpour, Hesam; Corbett, Brandon; Mhaskar, Prashant

Subspace based model identification for missing data

Supply Chain Monitoring Using Principal Component Analysis

IF4

2020-08-04

PREAI

Patel, Nikesh; Mhaskar, Prashant; Corbett, Brandon

High-Throughput Synthesis, Analysis, and Optimization of Injectable Hydrogels for Protein Delivery

IF3.9

2020-06-24

PREAI

Wang, Jing; Swartz, Christopher L. E.; Corbett, Brandon; Huang, Kai

BIOMACROMOLECULES

IF5.4

2019-11-05

PREAI

Xu, Fei; Corbett, Brandon; Bell, Sydney; Zhang, Chiyan; Hartono, Monika Budi; Farsangi, Zohreh Jomeh; MacGregor, John; Hoare, Todd

Narrowly Dispersed, Degradable, and Scalable Poly(oligoethylene glycol methacrylate)-Based Nanogels via Thermal Self-Assembly

Subspace-based model identification of a hydrogen plant startup dynamics

IF3.9

2018-05-14

PREAI

Simpson, Madeline J.; Corbett, Brandon; Arezina, Ana; Hoare, Todd

Injectable Anisotropic Nanocomposite Hydrogels Direct in Situ Growth and Alignment of Myotubes 可注射的各向异性纳米复合水凝胶指导肌管的原位生长和排列

IF3.9

2017-11-01

PREAI

Garg, Abhinav; Corbett, Brandon; Mhaskar, Prashant; Hu, Gangshi; Flores-Cerrillo, Jesus

NANO LETTERS

IF9.1

2017-09-29

110

PREAI

De France, Kevin J.; Yager, Kevin G.; Chan, Katelyn J. W.; Corbett, Brandon; Cranston, Emily D.; Hoare, Todd

Subspace model identification and model predictive control based cost analysis of a semicontinuous distillation process

Data-Driven Modeling and Quality Control of Variable Duration Batch Processes with Discrete Inputs

IF3.9

2017-08-01

OAAI

Meidanshahi, Vida; Corbett, Brandon; Adams, Thomas A., II; Mhaskar, Prashant