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Research Interests:
Algorithmic developments in data-driven modeling and optimization
Big-Data approaches for optimization of energy efficiency
Simulation-based optimization under uncertainty for CO2 sequestration
Process modeling and optimization for drug design & manufacturing
The role of computer simulations and data is continuously growing, since scientific discovery heavily relies on computer simulations, while at the same time advanced instrumentation is enabling the collection of large amounts of data. Dr. Boukouvala’s research interests lie on the interface of traditional Process Systems Engineering, mathematical programming and advanced data-analytics for the development of novel modeling and optimization tools, driven by applications in energy and pharmaceuticals.
研究兴趣
论文共 68 篇作者统计合作学者相似作者
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ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE (2024): 107611
Jordan Jalving, Michael Eydenberg,Logan Blakely,Anya Castillo,Zachary Kilwein, J. Kyle Skolfield,Fani Boukouvala,Carl Laird
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS (2024): 109741
COMPUTERS & CHEMICAL ENGINEERING (2024): 108523
Elisavet Anglou,Arvind Ganesan, Kinga M. Golabek,Yuchen Chang,Qiang Fu, William Bradley,Christopher W. Jones,Carsten Sievers,Sankar Nair,Fani Boukouvala
CHEMICAL ENGINEERING JOURNAL (2024): 148278
Computer-aided chemical engineeringpp.1313-1318, (2023)
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Computer-aided chemical engineeringpp.2405-2410, (2023)
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Chemical Engineering Research and Design (2022): 1013-1028
Joshua Haddad,Michael Bynum, Michael Eydenberg,Logan Blakely,Zachary Kilwein,Fani Boukouvala,Carl D. Laird,Jordan Jalving
Computer Aided Chemical Engineering 32nd European Symposium on Computer Aided Process Engineeringpp.583-588, (2022)
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