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

Journal of global optimization, 2020-09, Vol.78 (1), p.1-36

2020

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Process design and technoeconomic analysis for zero liquid discharge desalination via LiBr absorption chiller integrated HDH-MEE-MVR system

Desalination, 2023-07, Vol.558, p.116643, Article 116643

2023

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

PloS one, 2019-10, Vol.14 (10), p.e0223517

2019

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

PLoS computational biology, 2020-09, Vol.16 (9), p.e1008191

2020

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

ACS omega, 2021-06, Vol.6 (22), p.14090-14103

2021

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Comparative life cycle assessment of single-use cardiopulmonary bypass devices

Journal of cleaner production, 2023-11, Vol.425, p.138815, Article 138815

2023

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Data-driven optimization of mixed-integer bi-level multi-follower integrated planning and scheduling problems under demand uncertainty

Computers & chemical engineering, 2022-01, Vol.156 (C), p.107551, Article 107551

2022

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Physics-informed genetic programming for discovery of partial differential equations from scarce and noisy data

Journal of computational physics, 2024-10, Vol.514, p.113261, Article 113261

2024

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Optimal design of energy systems using constrained grey-box multi-objective optimization

Computers & chemical engineering, 2018-08, Vol.116, p.488-502

2018

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Global optimization of grey-box computational systems using surrogate functions and application to highly constrained oil-field operations

Computers & chemical engineering, 2018-06, Vol.114, p.99-110

2018

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A mechanistic review on machine learning-supported detection and analysis of volatile organic compounds for food quality and safety

Trends in food science & technology, 2024-01, Vol.143, p.104297, Article 104297

2024

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

AIChE journal, 2020-10, Vol.66 (10), p.n/a

2020

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

Industrial & engineering chemistry research, 2020-09, Vol.59 (37), p.16357-16367

2020

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Challenges and opportunities of recovering lithium from seawater, produced water, geothermal brines, and salt lakes using conventional and emerging technologies

Chemical engineering journal (Lausanne, Switzerland : 1996), 2024-08, p.155349, Article 155349

2024

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In vitro and in vivo remediation of per- and polyfluoroalkyl substances by processed and amended clays and activated carbon in soil

Applied soil ecology : a section of Agriculture, ecosystems & environment, 2024-04, Vol.196, p.105285, Article 105285

2024

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Influence of surface charge on the rate, extent, and structure of adsorbed Bovine Serum Albumin to gold electrodes

Journal of colloid and interface science, 2015-12, Vol.460, p.321-328

2015

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Cumin and eucalyptus essential oil standardization using fractional distillation: Data-driven optimization and techno-economic analysis

Food and bioproducts processing, 2024-01, Vol.143, p.90-101

2024

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Machine learning supported ground beef freshness monitoring based on near‐infrared and paper chromogenic array

Food frontiers, 2024-06

2024

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Toxicity of representative organophosphate, organochlorine, phenylurea, dinitroaniline, carbamate, and viologen pesticides to the growth and survival of H. vulgaris, L. minor, and C. elegans

Environmental science and pollution research international, 2024-03, Vol.31 (14), p.21781-21796

2024

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

Computer Aided Chemical Engineering, 2021, Vol.50, p.1707-1713

2021

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

Industrial & engineering chemistry research, 2021-06, Vol.60 (23), p.8493-8503

2021

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Using L. minor and C. elegans to assess the ecotoxicity of real-life contaminated soil samples and their remediation by clay- and carbon-based sorbents

Environmental pollution (1987), 2024-04, Vol.347, p.123762-123762, Article 123762

2024

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Machine learning methods for endocrine disrupting potential identification based on single-cell data

Chemical engineering science, 2023-11, Vol.281, p.119086, Article 119086

2023

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Dimensionality reduction for production optimization using polynomial approximations

Computational geosciences, 2017-04, Vol.21 (2), p.247-266

2017

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Advances in Data-Driven Modeling and Global Optimization of Constrained Grey-Box Computational Systems

Beykal, Burcu

2020

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

Process design and technoeconomic analysis for zero liquid discharge desalination via LiBr absorption chiller integrated HDH-MEE-MVR system

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

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

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

Comparative life cycle assessment of single-use cardiopulmonary bypass devices

Data-driven optimization of mixed-integer bi-level multi-follower integrated planning and scheduling problems under demand uncertainty

Physics-informed genetic programming for discovery of partial differential equations from scarce and noisy data

Optimal design of energy systems using constrained grey-box multi-objective optimization

Global optimization of grey-box computational systems using surrogate functions and application to highly constrained oil-field operations

A mechanistic review on machine learning-supported detection and analysis of volatile organic compounds for food quality and safety

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

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

Challenges and opportunities of recovering lithium from seawater, produced water, geothermal brines, and salt lakes using conventional and emerging technologies

In vitro and in vivo remediation of per- and polyfluoroalkyl substances by processed and amended clays and activated carbon in soil

Influence of surface charge on the rate, extent, and structure of adsorbed Bovine Serum Albumin to gold electrodes

Cumin and eucalyptus essential oil standardization using fractional distillation: Data-driven optimization and techno-economic analysis

Machine learning supported ground beef freshness monitoring based on near‐infrared and paper chromogenic array

Toxicity of representative organophosphate, organochlorine, phenylurea, dinitroaniline, carbamate, and viologen pesticides to the growth and survival of H. vulgaris, L. minor, and C. elegans

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

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

Using L. minor and C. elegans to assess the ecotoxicity of real-life contaminated soil samples and their remediation by clay- and carbon-based sorbents

Machine learning methods for endocrine disrupting potential identification based on single-cell data

Dimensionality reduction for production optimization using polynomial approximations

Advances in Data-Driven Modeling and Global Optimization of Constrained Grey-Box Computational Systems

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