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A Sensitivity-Based Data Augmentation Framework for Model Predictive Control Policy Approximation

IEEE transactions on automatic control, 2022-11, Vol.67 (11), p.6090-6097

Krishnamoorthy, Dinesh

2022

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The diagnostic utility of D-dimer and other clinical variables in pregnant and post-partum patients with suspected acute pulmonary embolism

International journal of emergency medicine, 2018-03, Vol.11 (1), p.1-6, Article 10

2018

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A distributed feedback-based online process optimization framework for optimal resource sharing

Journal of process control, 2021-01, Vol.97, p.72-83

Krishnamoorthy, Dinesh

2021

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Real-Time optimization as a feedback control problem – A review

Computers & chemical engineering, 2022-05, Vol.161, p.107723, Article 107723

2022

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Online Process Optimization with Active Constraint Set Changes using Simple Control Structures

Industrial & engineering chemistry research, 2019-07, Vol.58 (30), p.13555-13567

2019

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An Improved Data Augmentation Scheme for Model Predictive Control Policy Approximation

IEEE control systems letters, 2023, Vol.7, p.1867-1872

Krishnamoorthy, Dinesh

2023

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IEEE_Xplore

Systematic design of active constraint switching using selectors

Computers & chemical engineering, 2020-12, Vol.143, p.107106, Article 107106

2020

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Sensitivity, affine transforms and quantum communication complexity

Theoretical computer science, 2020-10, Vol.838, p.68-80

2020

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Steady-state real-time optimization using transient measurements

Computers & chemical engineering, 2018-07, Vol.115, p.34-45

2018

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Alternation, sparsity and sensitivity: Bounds and exponential gaps

Theoretical computer science, 2019-06, Vol.771, p.71-82

2019

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Feedback Real-Time Optimization Strategy Using a Novel Steady-state Gradient Estimate and Transient Measurements

Industrial & engineering chemistry research, 2019-01, Vol.58 (1), p.207-216

2019

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On pure space vs catalytic space

Theoretical computer science, 2022-06, Vol.921, p.112-126

2022

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On combining self-optimizing control and extremum-seeking control – Applied to an ammonia reactor case study

Journal of process control, 2019-06, Vol.78, p.78-87

2019

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Optimal operation of oil and gas production using simple feedback control structures

Control engineering practice, 2019-10, Vol.91, p.104107, Article 104107

2019

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New bounds for energy complexity of Boolean functions

Theoretical computer science, 2020-12, Vol.845, p.59-75

2020

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Model‐free real‐time optimization of process systems using safe Bayesian optimization

AIChE journal, 2023-04, Vol.69 (4), p.n/a

2023

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A Primal decomposition algorithm for distributed multistage scenario model predictive control

Journal of process control, 2019-09, Vol.81, p.162-171

2019

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Stability properties of the adaptive horizon multi-stage MPC

Journal of process control, 2023-08, Vol.128, p.103002, Article 103002

2023

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Experimental validation of distributed feedback-based real-time optimization in a gas-lifted oil well rig

Control engineering practice, 2022-09, Vol.126, p.105253, Article 105253

2022

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Safe Bayesian Optimization Using Interior-Point Methods-Applied to Personalized Insulin Dose Guidance

IEEE control systems letters, 2022, Vol.6, p.2834-2839

2022

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Adaptive horizon economic nonlinear model predictive control

Journal of process control, 2020-08, Vol.92, p.108-118

2020

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Real-Time Optimization under Uncertainty Applied to a Gas Lifted Well Network

Processes, 2016-12, Vol.4 (4), p.52-52

2016

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Safe and Personalized Meal Bolus Calculator for Type-1 Diabetes using Bayesian Optimization

IEEE transactions on biomedical engineering, 2023-05, Vol.70 (5), p.1-12

2023

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IEEE_Xplore

On Tuning Parameterized Control Policies Online for Safety-Critical Systems -Applied to Biomedical Systems

IFAC-PapersOnLine, 2023-01, Vol.56 (2), p.5781-5786

Krishnamoorthy, Dinesh

2023

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Optimizing Surplus Heat Recovery using Fast Fourier Transform-based Extremum Seeking Control

IFAC-PapersOnLine, 2023-01, Vol.56 (2), p.7178-7183

Krishnamoorthy, Dinesh

2023

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A Sensitivity-Based Data Augmentation Framework for Model Predictive Control Policy Approximation

The diagnostic utility of D-dimer and other clinical variables in pregnant and post-partum patients with suspected acute pulmonary embolism

A distributed feedback-based online process optimization framework for optimal resource sharing

Real-Time optimization as a feedback control problem – A review

Online Process Optimization with Active Constraint Set Changes using Simple Control Structures

An Improved Data Augmentation Scheme for Model Predictive Control Policy Approximation

Systematic design of active constraint switching using selectors

Sensitivity, affine transforms and quantum communication complexity

Steady-state real-time optimization using transient measurements

Alternation, sparsity and sensitivity: Bounds and exponential gaps

Feedback Real-Time Optimization Strategy Using a Novel Steady-state Gradient Estimate and Transient Measurements

On pure space vs catalytic space

On combining self-optimizing control and extremum-seeking control – Applied to an ammonia reactor case study

Optimal operation of oil and gas production using simple feedback control structures

New bounds for energy complexity of Boolean functions

Model‐free real‐time optimization of process systems using safe Bayesian optimization

A Primal decomposition algorithm for distributed multistage scenario model predictive control

Stability properties of the adaptive horizon multi-stage MPC

Experimental validation of distributed feedback-based real-time optimization in a gas-lifted oil well rig

Safe Bayesian Optimization Using Interior-Point Methods-Applied to Personalized Insulin Dose Guidance

Adaptive horizon economic nonlinear model predictive control

Real-Time Optimization under Uncertainty Applied to a Gas Lifted Well Network

Safe and Personalized Meal Bolus Calculator for Type-1 Diabetes using Bayesian Optimization

On Tuning Parameterized Control Policies Online for Safety-Critical Systems -Applied to Biomedical Systems

Optimizing Surplus Heat Recovery using Fast Fourier Transform-based Extremum Seeking Control

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