Fani Boukouvala
Georgia Institute of Technology
H-index: 26
North America-United States
Top articles of Fani Boukouvala
Enabling global interpolation, derivative estimation and model identification from sparse multi-experiment time series data via neural ODEs
Engineering Applications of Artificial Intelligence
2024/4/1
Fani Boukouvala
H-Index: 18
Physics-Informed Machine Learning with Optimization-Based Guarantees: Applications to Ac Power Flow
Available at SSRN 4245628
2024
Fani Boukouvala
H-Index: 18
Process development and techno-economic analysis for mechanochemical recycling of poly (ethylene terephthalate)
Chemical Engineering Journal
2024/2/1
Machine learning in process systems engineering: Challenges and opportunities
2023/11/22
Optimization with Neural Network Feasibility Surrogates: Formulations and Application to Security-Constrained Optimal Power Flow
Energies
2023/8/10
Fani Boukouvala
H-Index: 18
Physics-based Penalization for Hyperparameter Estimation in Gaussian Process Regression
Computers & Chemical Engineering
2023/6/19
Fani Boukouvala
H-Index: 18
Hybrid Modeling and Multi-Fidelity Approaches for Data-Driven Branch-and-Bound Optimization
2023/1/1
Suryateja Ravutla
H-Index: 1
Fani Boukouvala
H-Index: 18
Discrete Element Simulation and Economics of Mechanochemical Grinding of Plastic Waste at an Industrial Scale
2023/1/1
Data-Driven Simultaneous Process Optimization and Adsorbent Selection for Vacuum Pressure Swing Adsorption
Chemical Engineering Research and Design
2022/12/1
Sun Hye Kim
H-Index: 4
Héctor Octavio Rubiera Landa
H-Index: 4
Suryateja Ravutla
H-Index: 1
Fani Boukouvala
H-Index: 18
Surrogate-based branch-and-bound algorithms for simulation-based black-box optimization
Optimization and Engineering
2022/9/2
Fani Boukouvala
H-Index: 18
Stages and Kinetics of Mechanochemical Depolymerization of Poly (ethylene terephthalate) with Sodium Hydroxide
ACS Sustainable Chemistry & Engineering
2022/8/17
Perspectives on the Integration between First-Principles and Data-Driven Modeling
2022/6/22
Fani Boukouvala
H-Index: 18
Training Stiff Dynamic Process Models via Neural Differential Equations
2022/1/1
Fani Boukouvala
H-Index: 18
Data-driven spatial branch-and-bound algorithms for box-constrained simulation-based optimization
Journal of Global Optimization
2021/12/2
Fani Boukouvala
H-Index: 18
Two-Stage Approach to Parameter Estimation of Differential Equations Using Neural ODEs
Industrial & Engineering Chemistry Research
2021/11/8
Fani Boukouvala
H-Index: 18
Data-driven Branch-and-bound Algorithms for Constrained Simulation-based Optimization
2021/1/1
Fani Boukouvala
H-Index: 18
Online Graduate Certificate in Data Science for the Chemical Industry
Chemical Engineering Education
2021
Fani Boukouvala
H-Index: 18
Pengfei Cheng
H-Index: 0
Sihoon Choi
H-Index: 1
Gabriel Gusmão
H-Index: 0
Suryateja Ravutla
H-Index: 1
AC-Optimal Power Flow Solutions with Security Constraints from Deep Neural Network Models
2021/1/1
Fani Boukouvala
H-Index: 18
An integrated data-driven modeling & global optimization approach for multi-period nonlinear production planning problems
Computers & Chemical Engineering
2020/10/4
Fani Boukouvala
H-Index: 18
