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Niki Triantafyllou
Observed names:
N. Triantafyllou,
Triantafyllou, Niki
Institution:
Imperial College London
Observed institution:
Imperial College London
ORCID:
0000-0002-0751-3728
Observed ORCID:
0000-0002-0751-3728
OpenAlex ID:
A5012646561
Deep learning enhanced mixed integer optimization: Learning to reduce model dimensionality
2024
·
Niki Triantafyllou
, Maria M. Papathanasiou
·
Computers & Chemical Engineering
·
15
A digital platform for the design of patient-centric supply chains
2022
·
Niki Triantafyllou
, Andrea Bernardi
, et al.
·
Scientific Reports
·
15
PDF
A sustainability analysis for a circular power-to-liquid process for diesel production
2024
·
Grazia Leonzio
, Niki Triantafyllou
, et al.
·
Sustainable Production and Consumption
·
7
Comparative assessment of simulation-based and surrogate-based approaches to flowsheet optimization using dimensionality reduction
2024
·
Niki Triantafyllou
, Ben Lyons
, et al.
·
Computers & Chemical Engineering
·
7
Uncertainty quantification for gene delivery methods: A roadmap for pDNA manufacturing from phase I clinical trials to commercialization
2023
·
Niki Triantafyllou
, Miriam Sarkis
, et al.
·
Biotechnology Journal
·
7
PDF
Machine learning-based decomposition for complex supply chains
2023
·
Niki Triantafyllou
, Stavros Papaiakovou
, et al.
·
Computer-aided chemical engineering/Computer aided chemical engineering
·
6
Assessment of intermediate storage and distribution nodes in personalised medicine
2021
·
Andrea Bernardi
, Miriam Sarkis
, et al.
·
Computers & Chemical Engineering
·
6
A bi-level decomposition approach for CAR-T cell therapies supply chain optimisation
2022
·
Niki Triantafyllou
, Andrea Bernardi
, et al.
·
Computer-aided chemical engineering/Computer aided chemical engineering
·
4
Adaptive Design Of Coastal Flooding Defences: A Coupled Experimental And Numerical Approach
2024
·
I. Karmpadakis
, T. Dukker
, et al.
·
3
Combined Bayesian optimization and global sensitivity analysis for the optimization of simulation-based pharmaceutical processes
2023
·
Niki Triantafyllou
, Nilay Shah
, et al.
·
Computer-aided chemical engineering/Computer aided chemical engineering
·
3
Integrated Process and Supply Chain Design and Optimization
2023
·
Niki Triantafyllou
, Miriam Sarkis
, et al.
·
Cell engineering
·
2
Fresh vs frozen: assessing the impact of cryopreservation in personalised medicine
2022
·
Niki Triantafyllou
, Andrea Bernardi
, et al.
·
Computer-aided chemical engineering/Computer aided chemical engineering
·
2
EnerGNN: Learning Optimization-Compatible Energy Functions for Exact Constrained Combinatorial Inference
2026
·
Triantafyllou, Niki
, Papathanasiou, Maria M.
·
arXiv (Cornell University)
PDF
Reduced-Space Multi-Fidelity Bayesian Optimization of Process Simulation Models
2026
·
Triantafyllou, Niki
, Bernardi, Andrea
, et al.
·
arXiv (Cornell University)
PDF
Optimisation-compatible learning for structured decision-making
2026
·
Triantafyllou, Niki
·
Imperial College Research Computing Service Data Repository
Improved Deep Learning Architectures for the Decomposition of Mixed Integer Optimization Problems
2024
·
Niki Triantafyllou
, Maria M. Papathanasiou
·
Computer-aided chemical engineering/Computer aided chemical engineering
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Works count:
17
Citation count:
77
H-index:
6
I10-index:
2
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