Selen Cremaschi

发表

Optimum Facility Location and Plant Scheduling for Biofuel Production

Chen Li, Selen Cremaschi, 2015 .

CFD-Based Optimization of a Flooded Bed Bioreactor for Algae Production

Justin D. Smith, Selen Cremaschi, Daniel W. Crunkleton, 2012 .

Multistage Stochastic Models for Shale Gas Artificial Lift Infrastructure Planning

Selen Cremaschi, Zuo Zeng, 2018 .

A Relaxed Knapsack-Problem Based Decomposition Heuristic for Large-Scale Multistage Stochastic Programs

Selen Cremaschi, Zuo Zeng, 2018 .

A prototype simulation-based optimization approach to model feedstock development for chemical process industry

Selen Cremaschi, Ismail Fahmi, 2013 .

A Generalized Knapsack-Problem Based Decomposition Heuristic for Solving Multistage Stochastic Programs with Endogenous and/or Exogenous Uncertainties

Selen Cremaschi, Brianna Christian, Zuo Zeng, 2018 .

Estimation of percentiles using the Kriging method for uncertainty propagation

Cem Sarica, Selen Cremaschi, Hariprasad J. Subramani, 2016, Comput. Chem. Eng..

A perspective on process synthesis: Challenges and prospects

Selen Cremaschi, 2014 .

A model ranking and uncertainty propagation approach for improving confidence in solids transport model predictions

Selen Cremaschi, Cem Sarica, Hariprasad J. Subramani, 2017 .

Data clustering for model-prediction discrepancy reduction - A case study of solids transport in oil/gas pipelines

Selen Cremaschi, Hariprasad J. Subramani, Jisup Shin, 2015, Comput. Chem. Eng..

An algorithm to determine sample sizes for optimization with artificial neural networks

Selen Cremaschi, Aroonsri Nuchitprasittichai, S. Cremaschi, 2013 .

Efficient Surrogate Model Development: Optimum Model Form Based on Input Function Characteristics

Mario R. Eden, Selen Cremaschi, Sarah E. Davis, 2017 .

A new representation for modeling biomass to commodity chemicals development for chemical process industry

Selen Cremaschi, Ismail Fahmi, Aroonsri Nuchitprasittichai, 2014, Comput. Chem. Eng..

Model parameter fine-tuning and ranking methodology to improve the accuracy of threshold velocity predictions for solid particle transport

Selen Cremaschi, Cem Sarica, Hariprasad J. Subramani, 2013 .

Adaptive sequential sampling for surrogate model generation with artificial neural networks

Selen Cremaschi, John P. Eason, John Eason, 2014, Comput. Chem. Eng..

A New Lagrangian Relaxation Approach for Multistage Stochastic Programs under Endogenous Uncertainties

Selen Cremaschi, Zuo Zeng, 2020 .

Derivative-free optimization of combinatorial problems - A case study in colorectal cancer screening

Selen Cremaschi, David Young, Wyatt Haney, 2020, Comput. Chem. Eng..

Heuristic solution approaches to the pharmaceutical R&D pipeline management problem

Selen Cremaschi, Brianna Christian, S. Cremaschi, 2015, Comput. Chem. Eng..

A bi-objective optimization approach to reducing uncertainty in pipeline erosion predictions

Wei Dai, Selen Cremaschi, Hariprasad J. Subramani, 2019, Comput. Chem. Eng..

A general primal bounding framework for large-scale multistage stochastic programs under endogenous uncertainties

Selen Cremaschi, Zuo Zeng, S. Cremaschi, 2019, Chemical Engineering Research and Design.

A primal bounding approach for multistage stochastic programs of resource-constrained planning and scheduling with stochastic task success

Selen Cremaschi, Zuo Zeng, 2019 .

Planning pharmaceutical clinical trials under outcome uncertainty

Selen Cremaschi, Brianna Christian, S. Cremaschi, 2018 .

Variants to a knapsack decomposition heuristic for solving R&D pipeline management problems

Selen Cremaschi, Brianna Christian, 2017, Comput. Chem. Eng..

Quantifying Model Uncertainty in Scarce Data Regions – A Case Study of Particle Erosion in Pipelines

Selen Cremaschi, Wei Dai, 2015 .

Data Clustering for Uncertainty Reduction – A Case Study of Solids Transport in Oil/Gas Pipelines

Selen Cremaschi, Jisup Shin, 2014 .

International Programming Committee

Prodromos Daoutidis, Urmila M. Diwekar, Thomas A. Adams, 2014 .

Prediction of Human Induced Pluripotent Stem Cell Cardiac Differentiation Outcome by Multifactorial Process Modeling

Selen Cremaschi, Robert Zweigerdt, Elizabeth Lipke, 2020, Frontiers in Bioengineering and Biotechnology.

Computational Experiments on Sampling Methods for Uncertainty Propagation and the Implications for Simulation-Based Optimization

Selen Cremaschi, Ismail Fahmi, 2016 .

Modeling Next Generation Feedstock Development for Chemical Process Industry

Selen Cremaschi, 2011 .

A Quick Knapsack Heuristic Solution for Pharmaceutical R&D Pipeline Management Problems

Selen Cremaschi, Brianna Christian, 2014 .

A Multi-Agent Approach to Modeling of the Indiana CRC Care System

Selen Cremaschi, 2008 .

Optimization of CO2 capture process with aqueous amines using response surface methodology

Selen Cremaschi, Aroonsri Nuchitprasittichai, S. Cremaschi, 2011, Comput. Chem. Eng..

Solution Approaches to Stochastic Programming Problems under Endogenous and/or Exogenous Uncertainties

John Daniel Siirola, Selen Cremaschi, 2018 .

A New Framework to Primal Bounding Multistage Stochastic Programs Under Endogenous and Exogenous Uncertainties

Selen Cremaschi, Zuo Zeng, 2019 .

A Prototype Simulation-based Optimization Approach to Model Feedstock Development for Chemical Process Industry

Selen Cremaschi, Ismail Fahmi, 2012 .

Process synthesis of biodiesel production plant using artificial neural networks as the surrogate models

Selen Cremaschi, Ismail Fahmi, S. Cremaschi, 2012, Comput. Chem. Eng..

A Two-stage Stochastic Programming Model to Determine the Optimal Screening Strategy for Colorectal Cancer

Selen Cremaschi, David Young, S. Cremaschi, 2020, Computer Aided Chemical Engineering.

A perspective on process synthesis: Challenges and prospects

Selen Cremaschi, 2015, Comput. Chem. Eng..

Novel Tool for Selecting Surrogate Modeling Techniques for Surface Approximation

Selen Cremaschi, Bianca Williams, S. Cremaschi, 2021, 31st European Symposium on Computer Aided Process Engineering.

Simulation-based Derivative-free Optimization for Hybrid Separation Design

Anjan K. Tula, Mario R. Eden, Selen Cremaschi, 2021, 31st European Symposium on Computer Aided Process Engineering.

Selection of surrogate modeling techniques for surface approximation and surrogate-based optimization

Selen Cremaschi, Bianca Williams, S. Cremaschi, 2021, Chemical Engineering Research and Design.

A hybrid modeling framework using dimensional analysis for erosion predictions

Selen Cremaschi, Wei Dai, Samira Mohammadi, 2021, Computers & Chemical Engineering.

A Hybrid Modeling Approach for Liquid Entrainment Fraction Predictions

Mario R. Eden, Selen Cremaschi, Carlos Avila, 2021, 31st European Symposium on Computer Aided Process Engineering.

Sensitivity of amine-based CO2 capture cost: The influences of CO2 concentration in flue gas and utility cost fluctuations

Selen Cremaschi, Aroonsri Nuchitprasittichai, S. Cremaschi, 2013 .

CFD-Based Optimization of a Flooded Bed Algae Bioreactor

Selen Cremaschi, Daniel W. Crunkleton, Justin D. Smith, 2013 .

Experimental study of low concentration sand transport in wet gas flow regime in horizontal pipes

Selen Cremaschi, Siamack A. Shirazi, Brenton S. McLaury, 2015 .

Efficient Surrogate Model Development: Impact of Sample Size and Underlying Model Dimensions

Mario R. Eden, Selen Cremaschi, M. Eden, 2018 .

A branch and bound algorithm to solve large‐scale multistage stochastic programs with endogenous uncertainty

Selen Cremaschi, Brianna Christian, 2018 .

Optimization of CO2 Capture Process with Aqueous Amines—A Comparison of Two Simulation–Optimization Approaches

Selen Cremaschi, Aroonsri Nuchitprasittichai, S. Cremaschi, 2013 .

Uncertainty quantification in erosion predictions using data mining methods

Selen Cremaschi, Hariprasad J. Subramani, Haijing Gao, 2018, Wear.