logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
F

Fani Boukouvala

Georgia Institute of Technology

28H-index
80Paper Count
3.1KCitation Count
Published Papers 32
Publication Date
logo
Technoeconomic analysis and life cycle assessment of purification processes for captured CO2 streams
errChemical Engineering Journal
IF13.2
err2026-03-18
err0
PREAI
errElisavet Anglou; Kinga Gołąbek; Jacob DeWitt; Yunjin Lee; Patritsia Maria Stathatou; Hai-Ying Chen; Carsten Sievers; Todd J. Toops; David S. Sholl; Fani Boukouvala
errShare
errSave
A cradle-to-gate life cycle assessment of mechanochemical recycling of poly(ethylene terephthalate) waste
errChemical Engineering Journal
IF13.2
err2025-09-26
err0
PREAI
errElisavet Anglou; Fani Boukouvala; Patritsia Maria Stathatou
errShare
errSave
Effects of Surrogate Hybridization and Adaptive Sampling for Simulation-Based Optimization
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2025-04-01
err0
errOAAI
errRavutla, Suryateja; Bai, Andrew; Realff, Matthew J.; Boukouvala, Fani
errShare
errSave
Modeling Mechanochemical Depolymerization of PET in Ball-Mill Reactors Using DEM Simulations
errACS SUSTAINABLE CHEMISTRY & ENGINEERING
IF7.3
err2024-06-04
err4
errOAAI
errAnglou, Elisavet; Chang, Yuchen; Bradley, William; Sievers, Carsten; Boukouvala, Fani
errShare
errSave
Physics-informed machine learning with optimization-based guarantees: Applications to AC power flow
errINTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
IF5
err2024-06-01
err8
errOAAI
errJalving, Jordan; Eydenberg, Michael; Blakely, Logan; Castillo, Anya; Kilwein, Zachary; Skolfield, J. Kyle; Boukouvala, Fani; Laird, Carl
errShare
errSave
Process development and techno-economic analysis for mechanochemical recycling of poly(ethylene terephthalate)
errCHEMICAL ENGINEERING JOURNAL
IF13.2
err2024-02-01
err5
PREAI
errAnglou, Elisavet; Ganesan, Arvind; Golabek, Kinga M.; Chang, Yuchen; Fu, Qiang; Bradley, William; Jones, Christopher W.; Sievers, Carsten; Nair, Sankar; Boukouvala, Fani
errShare
errSave
Machine learning in process systems engineering: Challenges and opportunities
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2024-02-01
err19
errOAAI
errDaoutidis, Prodromos; Lee, Jay H.; Rangarajan, Srinivas; Chiang, Leo; Gopaluni, Bhushan; Schweidtmann, Artur M.; Harjunkoski, Iiro; Mercangoz, Mehmet; Mesbah, Ali; Boukouvala, Fani; Lima, Fernando, V; Chanona, Antonio del Rio; Georgakis, Christos
errShare
errSave
Micro-kinetic modeling of temporal analysis of products data using kinetics-informed neural networks
errDIGITAL DISCOVERY
IF5.6
err2024-01-01
err0
errOAAI
errNai, Dingqi; Gusmao, Gabriel S.; Kilwein, Zachary A.; Boukouvala, Fani; Medford, Andrew J.
errShare
errSave
Physics-based Penalization for Hyperparameter Estimation in Gaussian Process Regression
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2023-10-01
err6
errOAAI
errKim, Jinhyeun; Luettgen, Christopher; Paynabar, Kamran; Boukouvala, Fani
errShare
errSave
Data-driven simultaneous process optimization and adsorbent selection for vacuum pressure swing adsorption
errCHEMICAL ENGINEERING RESEARCH & DESIGN
IF3.9
err2022-12-01
err14
errOAAI
errKim, Sun Hye; Landa, Hector Octavio Rubiera; Ravutla, Suryateja; Realff, Matthew J.; Boukouvala, Fani
errShare
errSave
Perspectives on the integration between first-principles and data-driven modeling
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2022-10-01
err97
errOAAI
errBradley, William; Kim, Jinhyeun; Kilwein, Zachary; Blakely, Logan; Eydenberg, Michael; Jalvin, Jordan; Laird, Carl; Boukouvala, Fani
errShare
errSave
Stages and Kinetics of Mechanochemical Depolymerization of Poly(ethylene terephthalate) with Sodium Hydroxide
errACS SUSTAINABLE CHEMISTRY & ENGINEERING
IF7.3
err2022-08-17
err24
PREAI
errTricker, Andrew W.; Osibo, Anuoluwatobi A.; Chang, Yuchen; Kang, Jason X.; Ganesan, Arvind; Anglou, Elisavet; Boukouvala, Fani; Nair, Sankar; Jones, Christopher W.; Sievers, Carsten
errShare
errSave
Two-Stage Approach to Parameter Estimation of Differential Equations Using Neural ODEs
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2021-11-08
err13
PREAI
errBradley, William; Boukouvala, Fani
errShare
errSave
An integrated data-driven modeling & global optimization approach for multi-period nonlinear production planning problems
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2020-10-01
err18
PREAI
errDemirhan, C. Doga; Boukouvala, Fani; Kim, Kyungwon; Song, Hyeju; Tso, William W.; Floudas, Christodoulos A.; Pistikopoulos, Efstratios N.
errShare
errSave
Surrogate-based optimization for mixed-integer nonlinear problems
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2020-09-01
err60
errOAAI
errKim, Sun Hye; Boukouvala, Fani
errShare
errSave
Managing uncertainty in data-driven simulation-based optimization
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2020-05-01
err47
errOAAI
errHullen, Gordon; Zhai, Jianyuan; Kim, Sun Hye; Sinha, Anshuman; Realff, Matthew J.; Boukouvala, Fani
errShare
errSave
Nonlinear variable selection algorithms for surrogate modeling
errAICHE JOURNAL
IF4
err2019-05-07
err8
PREAI
errZhai, Jianyuan; Boukouvala, Fani
errShare
errSave
Preface for Special Issue on Frameworks for Process and Modularization
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2019-04-17
err0
PREAI
errBaldea, Michael; Hasan, M. M. Faruque; Boukouvala, Fani
errShare
errSave
Optimal design of energy systems using constrained grey-box multi-objective optimization
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2018-08-01
err63
errOAAI
errBeykal, Burcu; Boukouvala, Fani; Floudas, Christodoulos A.; Pistikopoulos, Efstratios N.
errShare
errSave
Global optimization of grey-box computational systems using surrogate functions and application to highly constrained oil-field operations
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2018-06-01
err71
PREAI
errBeykal, Burcu; Boukouvala, Fani; Floudas, Christodoulos A.; Sorek, Nadav; Zalavadia, Hardikkumar; Gildin, Eduardo
errShare
errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
C
Christodoulos A. Floudas
H-index: 101 · Papers: 764
D
David S. Sholl
H-index: 99 · Papers: 615
C
Christopher W. Jones
H-index: 99 · Papers: 716
E
Efstratios N. Pistikopoulos
H-index: 71 · Papers: 671
M
Marianthi Ierapetritou
H-index: 69 · Papers: 449
View more