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Papers 21

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Obey validity limits of data-driven models through topological data analysis and one-class classification
2021 Optimization and Engineering article Mathematics Advanced Optimization Algorithms Research Open access

Artur M. Schweidtmann, Jana M. Weber, Linus Netze, Alexander Mitsos

57

citations
Deterministic global optimization with Gaussian processes embedded
2021 Mathematical Programming Computation article Mathematics Advanced Optimization Algorithms Research Open access

Artur M. Schweidtmann, Dominik Bongartz, Daniel Grothe, Tim Kerkenhoff, Xiaopeng Lin, Jaromił Najman, +1 more

47

citations
Recent advances in nonconvex semi-infinite programming: Applications and algorithms
2021 EURO Journal on Computational Optimization article Mathematics Advanced Optimization Algorithms Research Open access

Hatim Djelassi, Alexander Mitsos, Oliver T. Stein

42

citations
Linearization of McCormick relaxations and hybridization with the auxiliary variable method
2021 Journal of Global Optimization article Mathematics Advanced Optimization Algorithms Research Open access

Jaromił Najman, Dominik Bongartz, Alexander Mitsos

17

citations
Global Solution of Semi-infinite Programs with Existence Constraints
2021 Journal of Optimization Theory and Applications article Mathematics Advanced Optimization Algorithms Research Open access

Hatim Djelassi, Alexander Mitsos

14

citations
Deterministic global optimization of steam cycles using the IAPWS-IF97 model
2020 Optimization and Engineering article Mathematics Advanced Optimization Algorithms Research Open access

Dominik Bongartz, Jaromił Najman, Alexander Mitsos

9

citations
A branch-and-bound algorithm with growing datasets for large-scale parameter estimation
2024 European Journal of Operational Research article Mathematics Advanced Optimization Algorithms Research Open access

Susanne Saß, Alexander Mitsos, Dominik Bongartz, Ian H. Bell, Nikolay Ivanov Nikolov, Angelos Tsoukalas

7

citations
Can the Kuznetsov Model Replicate and Predict Cancer Growth in Humans?
2022 Bulletin of Mathematical Biology article Mathematics Mathematical Biology Tumor Growth Open access

Mohammad El Wajeh, Falco Jung, Dominik Bongartz, Chrysoula Dimitra Kappatou, Narmin Ghaffari Laleh, Alexander Mitsos, +1 more

6

citations
Global Optimization of Gaussian processes
2020 arXiv (Cornell University) preprint Mathematics Advanced Optimization Algorithms Research Open access

Artur M. Schweidtmann, Dominik Bongartz, Daniel Grothe, Tim Kerkenhoff, Xiaopeng Lin, Jaromił Najman, +1 more

5

citations
Adaptive discretization-based algorithms for semi-infinite programs with unbounded variables
2022 Mathematical Methods of Operations Research article Mathematics Advanced Optimization Algorithms Research Open access

Daniel Jungen, Hatim Djelassi, Alexander Mitsos

4

citations
Towards global parameter estimation exploiting reduced data sets
2023 Optimization methods & software article Mathematics Advanced Optimization Algorithms Research Open access

Susanne Saß, Angelos Tsoukalas, Ian H. Bell, Dominik Bongartz, Jaromił Najman, Alexander Mitsos

3

citations
Optimization with Trained Machine Learning Models Embedded
2022 Encyclopedia of Optimization reference-entry Mathematics Advanced Optimization Algorithms Research

Artur M. Schweidtmann, Dominik Bongartz, Alexander Mitsos

3

citations
Discretization algorithms for generalized semi-infinite programs with coupling equality constraints under local solution stability
2025 Journal of Global Optimization article Mathematics Advanced Optimization Algorithms Research Open access

Aron Zingler, Adrian W. Lipow, Alexander Mitsos

1

citations
Can the Kuznetsov Model Replicate and Predict Cancer Growth in Humans?
2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Mathematics Mathematical Biology Tumor Growth Open access

Mohammad El Wajeh, Falco Jung, Dominik Bongartz, Chrysoula Dimitra Kappatou, Narmin Ghaffari Laleh, Alexander Mitsos, +1 more

0

citations
Optimization with Trained Machine Learning Models Embedded
2022 arXiv (Cornell University) preprint Mathematics Advanced Optimization Algorithms Research Open access

Artur M. Schweidtmann, Dominik Bongartz, Alexander Mitsos

0

citations
An Improved Oracle Adaption for Bilevel Programs
2024 Computer-aided chemical engineering/Computer aided chemical engineering book-chapter Mathematics Advanced Optimization Algorithms Research

Daniel Jungen, Alexander Mitsos

0

citations
MUSE-BB: a decomposition algorithm for nonconvex two-stage problems using strong multisection branching
2025 Journal of Global Optimization article Mathematics Advanced Optimization Algorithms Research Open access

Marco Langiu, Manuel Dahmen, Dominik Bongartz, Alexander Mitsos

0

citations
Out-of-sample estimation for a branch-and-bound algorithm with growing datasets
2025 Journal of Global Optimization article Mathematics Advanced Optimization Algorithms Research Open access

Susanne Saß, Alexander Mitsos, Nikolay Ivanov Nikolov, Angelos Tsoukalas

0

citations
libDIPS – discretization-based semi-infinite and bilevel programming solvers
2026 Mathematical Programming Computation article Mathematics Advanced Optimization Algorithms Research Open access

Daniel Jungen, Aron Zingler, Hatim Djelassi, Alexander Mitsos

0

citations
libDIPS: An Open-Source Platform for Global Optimization of Hierarchical Optimization Problems
2026 Systems and Control Transactions conference-paper Mathematics Advanced Optimization Algorithms Research Open access

Adrian W. Lipow, Daniel Jungen, Aron Zingler, Hatim Djelassi, Alexander Mitsos

0

citations
A hybrid approximation algorithm for convex multi-parametric quadratically constrained quadratic programs
2026 Optimization and Engineering article Mathematics Advanced Optimization Algorithms Research Open access

Adrian W. Lipow, Dustin Kenefake, Elizabeth J. Abraham, Efstratios N. Pistikopoulos

0

citations

21 results