Efstratios N Pistikopoulos

Affiliations

Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, TX, USA.
Texas A&M Energy Institute, Texas A&M University, College Station, TX, USA.

ORCID: 0000-0001-6220-818X

Publications (25)

DOMINO: Data-driven Optimization of bi-level Mixed-Integer NOnlinear Problems.

Journal of global optimization : an international journal dealing with theoretical and computational aspects of seeking global optima and their applications in science, management and engineering

Avec: Burcu Beykal , Styliani Avraamidou , Ioannis P E Pistikopoulos , Melis Onel ,

A Nonlinear Support Vector Machine-Based Feature Selection Approach for Fault Detection and Diagnosis: Application to the Tennessee Eastman Process.

AIChE journal. American Institute of Chemical Engineers

Avec: Melis Onel , Chris A Kieslich ,

Data-Driven Optimization of Mixed-integer Bi-level Multi-follower Integrated Planning and Scheduling Problems Under Demand Uncertainty.

Computers & chemical engineering

Avec: Burcu Beykal , Styliani Avraamidou ,

A framework to predict the price of energy for the end-users with applications to monetary and energy policies.

Nature communications

Avec: Stefanos G Baratsas , Alexander M Niziolek , Onur Onel , Logan R Matthews , Christodoulos A Floudas , Detlef R Hallermann , Sorin M Sorescu ,

Multiobjective Optimization of Mixed-Integer Linear Programming Problems: A Multiparametric Optimization Approach.

Industrial & engineering chemistry research

Avec: Iosif Pappas , Styliani Avraamidou , Justin Katz , Baris Burnak , Burcu Beykal , Metin Türkay ,

Binary Classification of the Endocrine Disrupting Chemicals by Artificial Neural Networks.

ESCAPE. European Symposium on Computer Aided Process Engineering

Avec: Zahir Aghayev , George F Walker , Funda Iseri , Moustafa Ali , Adam T Szafran , Fabio Stossi , Michael A Mancini , Burcu Beykal

Integrated Data-Driven Process Monitoring and Explicit Fault-Tolerant Multiparametric Control.

Industrial & engineering chemistry research

Avec: Melis Onel , Baris Burnak ,

Predicting the Estrogen Receptor Activity of Environmental Chemicals by Single-Cell Image Analysis and Data-driven Modeling.

ESCAPE. European Symposium on Computer Aided Process Engineering

Avec: Hari S Ganesh , Burcu Beykal , Adam T Szafran , Fabio Stossi , Lan Zhou , Michael A Mancini ,

Combining Experimental Isotherms, Minimalistic Simulations, and a Model to Understand and Predict Chemical Adsorption onto Montmorillonite Clays.

ACS omega

Avec: Asuka A Orr , Meichen Wang , Burcu Beykal , Hari S Ganesh , Sara E Hearon , Timothy D Phillips , Phanourios Tamamis

A Neural Network Based Superstructure Optimization Approach to Reverse Osmosis Desalination Plants.

Membranes

Avec: Marcello Di Martino , Styliani Avraamidou ,

Continuous-Time Surrogate Models for Data-Driven Dynamic Optimization.

ESCAPE. European Symposium on Computer Aided Process Engineering

Avec: Burcu Beykal , Nikolaos A Diangelakis ,

Energy Portfolio Assessment Tool (EPAT): Sustainable energy planning using the WEF nexus approach - Texas case.

The Science of the total environment

Avec: Ahmed M Mroue , Rabi H Mohtar , Mark T Holtzapple

A Food-Energy-Water Nexus approach for land use optimization.

The Science of the total environment

Avec: Yaling Nie , Styliani Avraamidou , Xin Xiao , Jie Li , Yujiao Zeng , Fei Song , Jie Yu , Min Zhu

Classification of estrogenic compounds by coupling high content analysis and machine learning algorithms.

PLoS computational biology

Avec: Rajib Mukherjee , Burcu Beykal , Adam T Szafran , Melis Onel , Fabio Stossi , Maureen G Mancini , Dillon Lloyd , Fred A Wright , Lan Zhou , Michael A Mancini ,

A data-driven optimization algorithm for differential algebraic equations with numerical infeasibilities.

AIChE journal. American Institute of Chemical Engineers

Avec: Burcu Beykal , Melis Onel , Onur Onel ,

A systems engineering framework for the optimization of food supply chains under circular economy considerations.

The Science of the total environment

Avec: Stefanos G Baratsas , Styliani Avraamidou

Machine Learning Methods for Endocrine Disrupting Potential Identification Based on Single-Cell Data.

Chemical engineering science

Avec: Zahir Aghayev , Adam T Szafran , Anh Tran , Hari S Ganesh , Fabio Stossi , Lan Zhou , Michael A Mancini , Burcu Beykal

Advanced Modeling and Optimization Strategies for Process Synthesis.

Annual review of chemical and biomolecular engineering

Avec: Yuhe Tian

Integrated Modeling of Transfer Learning and Intelligent Heuristic Optimization for Steam Cracking Process.

Industrial & engineering chemistry research

Avec: Kexin Bi , Burcu Beykal , Styliani Avraamidou , Iosif Pappas , Tong Qiu

Development of the Texas A&M Superfund Research Program Computational Platform for Data Integration, Visualization, and Analysis.

ESCAPE. European Symposium on Computer Aided Process Engineering

Avec: Rajib Mukherjee , Melis Onel , Burcu Beykal , Adam T Szafran , Fabio Stossi , Michael A Mancini , Lan Zhou , Fred A Wright ,

Grouping of complex substances using analytical chemistry data: A framework for quantitative evaluation and visualization.

PloS one

Avec: Melis Onel , Burcu Beykal , Kyle Ferguson , Weihsueh A Chiu , Thomas J McDonald , Lan Zhou , John S House , Fred A Wright , David A Sheen , Ivan Rusyn ,

Bi-level Mixed-Integer Data-Driven Optimization of Integrated Planning and Scheduling Problems.

ESCAPE. European Symposium on Computer Aided Process Engineering

Avec: Burcu Beykal , Styliani Avraamidou ,

A decision-making framework for the optimal design of renewable energy systems under energy-water-land nexus considerations.

The Science of the total environment

Avec: Julie Cook , Marcello Di Martino , R Cory Allen , Styliani Avraamidou

An improved algorithm for flux variability analysis.

BMC bioinformatics

Avec: Dustin Kenefake , Erick Armingol , Nathan E Lewis ,

Optimal Operation of an Industrial Dividing Wall Column through Multiparametric Programming.

Industrial & engineering chemistry research

Avec: Iosif Pappas , Rahul Bindlish , Moustafa Ali ,

Réseau de co-auteurs

Burcu Beykal 14 collaborations

Styliani Avraamidou 9 collaborations

Melis Onel 7 collaborations

Adam T Szafran 5 collaborations

Fabio Stossi 5 collaborations

Michael A Mancini 5 collaborations

Lan Zhou 5 collaborations

Iosif Pappas 3 collaborations

Hari S Ganesh 3 collaborations

Fred A Wright 3 collaborations

Stefanos G Baratsas 2 collaborations

Onur Onel 2 collaborations

Baris Burnak 2 collaborations

Zahir Aghayev 2 collaborations

Moustafa Ali 2 collaborations

Marcello Di Martino 2 collaborations

Rajib Mukherjee 2 collaborations

Ioannis P E Pistikopoulos 1 collaboration

Chris A Kieslich 1 collaboration

Alexander M Niziolek 1 collaboration

Logan R Matthews 1 collaboration

Christodoulos A Floudas 1 collaboration

Detlef R Hallermann 1 collaboration

Sorin M Sorescu 1 collaboration

Justin Katz 1 collaboration

Metin Türkay 1 collaboration

George F Walker 1 collaboration

Funda Iseri 1 collaboration

Asuka A Orr 1 collaboration

Meichen Wang 1 collaboration

Sara E Hearon 1 collaboration

Timothy D Phillips 1 collaboration

Phanourios Tamamis 1 collaboration

Nikolaos A Diangelakis 1 collaboration

Ahmed M Mroue 1 collaboration

Rabi H Mohtar 1 collaboration

Mark T Holtzapple 1 collaboration

Yaling Nie 1 collaboration

Xin Xiao 1 collaboration

Jie Li 1 collaboration

Yujiao Zeng 1 collaboration

Fei Song 1 collaboration

Jie Yu 1 collaboration

Min Zhu 1 collaboration

Maureen G Mancini 1 collaboration

Dillon Lloyd 1 collaboration

Anh Tran 1 collaboration

Yuhe Tian 1 collaboration

Kexin Bi 1 collaboration

Tong Qiu 1 collaboration

Kyle Ferguson 1 collaboration

Weihsueh A Chiu 1 collaboration

Thomas J McDonald 1 collaboration

John S House 1 collaboration

David A Sheen 1 collaboration

Ivan Rusyn 1 collaboration

Julie Cook 1 collaboration

R Cory Allen 1 collaboration

Dustin Kenefake 1 collaboration

Erick Armingol 1 collaboration

Nathan E Lewis 1 collaboration

Rahul Bindlish 1 collaboration