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F

Fani Boukouvala

Georgia Institute of Technology

28H指数
80论文数
3.1K被引数
收录论文 32
发表时间
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Technoeconomic analysis and life cycle assessment of purification processes for captured CO2 streams技术经济分析与生命周期评估：针对捕获CO2流体的净化过程
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
err分享
err收藏
A cradle-to-gate life cycle assessment of mechanochemical recycling of poly(ethylene terephthalate) waste聚对苯二甲酸乙二醇酯废料的机械化学回收的摇篮到大门生命周期评估
errChemical Engineering Journal
IF13.2
err2025-09-26
err0
PREAI
errElisavet Anglou; Fani Boukouvala; Patritsia Maria Stathatou
err分享
err收藏
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
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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
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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
err分享
err收藏
Process development and techno-economic analysis for mechanochemical recycling of poly(ethylene terephthalate)机械化学回收聚对苯二甲酸乙二醇酯的工艺开发和技术经济分析
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
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Machine learning in process systems engineering: Challenges and opportunities过程系统工程中的机器学习: 挑战与机遇
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
err分享
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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.
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Physics-based Penalization for Hyperparameter Estimation in Gaussian Process Regression高斯过程回归中超参数估计的物理惩罚
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2023-10-01
err6
errOAAI
errKim, Jinhyeun; Luettgen, Christopher; Paynabar, Kamran; Boukouvala, Fani
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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
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Perspectives on the integration between first-principles and data-driven modeling关于第一性原理与数据驱动建模之间集成的观点
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
err分享
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Stages and Kinetics of Mechanochemical Depolymerization of Poly(ethylene terephthalate) with Sodium Hydroxide聚对苯二甲酸乙二醇酯与氢氧化钠的机械化学解聚的阶段和动力学
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
err分享
err收藏
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
err分享
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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.
err分享
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Surrogate-based optimization for mixed-integer nonlinear problems
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2020-09-01
err60
errOAAI
errKim, Sun Hye; Boukouvala, Fani
err分享
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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
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Nonlinear variable selection algorithms for surrogate modeling代理建模的非线性变量选择算法
errAICHE JOURNAL
IF4
err2019-05-07
err8
PREAI
errZhai, Jianyuan; Boukouvala, Fani
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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
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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.
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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
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研究方向

暂时未获取到该数据
合作学者
合作期刊
C
Christodoulos A. Floudas
H 指数: 101 · 论文数: 764
D
David S. Sholl
H 指数: 99 · 论文数: 615
C
Christopher W. Jones
H 指数: 99 · 论文数: 716
E
Efstratios N. Pistikopoulos
H 指数: 71 · 论文数: 671
M
Marianthi Ierapetritou
H 指数: 69 · 论文数: 449
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