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Boukouvala, Fani
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1

Process development and techno-economic analysis for mechan..:

Anglou, Elisavet ; Ganesan, Arvind ; Chang, Yuchen...
Chemical Engineering Journal.  481 (2024)  - p. 148278 , 2024
Link: https://doi.org/10.1016/..
 
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2

Machine learning in process systems engineering: Challenges..:

Daoutidis, Prodromos ; Lee, Jay H. ; Rangarajan, Srinivas...
Computers & Chemical Engineering.  181 (2024)  - p. 108523 , 2024
Link: https://doi.org/10.1016/..
 
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3

Physics-informed machine learning with optimization-based g..:

Jalving, Jordan ; Eydenberg, Michael ; Blakely, Logan...
International Journal of Electrical Power & Energy Systems.  157 (2024)  - p. 109741 , 2024
Link: https://doi.org/10.1016/..
 
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4

Enabling global interpolation, derivative estimation and mo..:

Bradley, William ; Volkovinsky, Ron ; Boukouvala, Fani
Engineering Applications of Artificial Intelligence.  130 (2024)  - p. 107611 , 2024
Link: https://doi.org/10.1016/..
 
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5

Physics-based Penalization for Hyperparameter Estimation in..:

Kim, Jinhyeun ; Luettgen, Christopher ; Paynabar, Kamran.
Computers & Chemical Engineering.  178 (2023)  - p. 108320 , 2023
Link: https://doi.org/10.1016/..
 
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6

Optimization with Neural Network Feasibility Surrogates: Fo..:

Kilwein, Zachary ; Jalving, Jordan ; Eydenberg, Michael...
Energies.  16 (2023)  16 - p. 5913 , 2023
Link: https://doi.org/10.3390/..
 
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7

Stages and Kinetics of Mechanochemical Depolymerization of ..:

Tricker, Andrew W. ; Osibo, Anuoluwatobi A. ; Chang, Yuchen...
ACS Sustainable Chemistry & Engineering.  10 (2022)  34 - p. 11338-11347 , 2022
Link: https://doi.org/10.1021/..
 
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8

Data-driven simultaneous process optimization and adsorbent..:

Kim, Sun Hye ; Landa, Héctor Octavio Rubiera ; Ravutla, Suryateja..
Chemical Engineering Research and Design.  188 (2022)  - p. 1013-1028 , 2022
Link: https://doi.org/10.1016/..
 
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9

Surrogate-based branch-and-bound algorithms for simulation-..:

Zhai, Jianyuan ; Boukouvala, Fani
Optimization and Engineering.  24 (2022)  3 - p. 1463-1491 , 2022
Link: https://doi.org/10.1007/..
 
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10

Perspectives on the integration between first-principles an..:

Bradley, William ; Kim, Jinhyeun ; Kilwein, Zachary...
Computers & Chemical Engineering.  166 (2022)  - p. 107898 , 2022
Link: https://doi.org/10.1016/..
 
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11

Data-driven spatial branch-and-bound algorithms for box-con..:

Zhai, Jianyuan ; Boukouvala, Fani
Journal of Global Optimization.  82 (2021)  1 - p. 21-50 , 2021
Link: https://doi.org/10.1007/..
 
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12

Data-driven Branch-and-bound Algorithms for Constrained Sim..:

, In: 31st European Symposium on Computer Aided Process Engineering; Computer Aided Chemical Engineering,
Zhai, Jianyuan ; Shirpurkar, Sachin ; Boukouvala, Fani - p. 1067-1072 , 2021
Link: https://doi.org/10.1016/..
 
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13

AC-Optimal Power Flow Solutions with Security Constraints f..:

, In: 31st European Symposium on Computer Aided Process Engineering; Computer Aided Chemical Engineering,
Kilwein, Zachary ; Boukouvala, Fani ; Laird, Carl... - p. 919-925 , 2021
Link: https://doi.org/10.1016/..
 
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14

Two-Stage Approach to Parameter Estimation of Differential ..:

Bradley, William ; Boukouvala, Fani
Industrial & Engineering Chemistry Research.  60 (2021)  45 - p. 16330-16344 , 2021
Link: https://doi.org/10.1021/..
 
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15

An integrated data-driven modeling & global optimization ap..:

Demirhan, C. Doga ; Boukouvala, Fani ; Kim, Kyungwon...
Computers & Chemical Engineering.  141 (2020)  - p. 107007 , 2020
Link: https://doi.org/10.1016/..
 
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