2021
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Milena Petkovic, Thorsten Koch, Janina Zittel |
Deep learning for spatio-temporal supply and demand forecasting in natural gas transmission networks
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ZIB-Report 21-01 |
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2020
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Ryohei Yokoyama, Hiroki Kamada, Yuji Shinano, Tetsuya Wakui |
A Hierarchical Optimization Approach to Robust Design of Energy Supply Systems Based on a Mixed-Integer Linear Model
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Conference, pp. 601-613, International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems, 2020 (in press) |
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Dieter Most, Spyros Giannelos, Inci Yueksel-Erguen, Daniel Beulertz, Utz-Uwe Haus, Sandrine Charousset-Brignol, Antonio Frangioni |
A Novel Modular Optimization Framework for Modelling Investment and Operation of Energy Systems at European Level
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ZIB-Report 20-08 |
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Lovis Anderson, Mark Turner, Thorsten Koch |
A generative deep learning approach towards decisions in transient gas networks
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ZIB-Report 20-38 |
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Koch Thorsten, Ying Chen, Kian Guan Lim, Xiaofei Xu, Nazgul Zakiyeva |
A review study of functional autoregressive models with application to energy forecasting
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WIREs Computational Statistics, 2020 |
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Ansgar Rössig, Milena Petkovic |
Advances in Verification of ReLU Neural Networks
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Journal of Global Optimization, 2020 (online-first, preprint available as ) |
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Thorsten Koch, Daniel Rehfeldt, Yuji Shinano |
An exact high performance solver for Steiner tree problems in graphs and related problems
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Modeling, Simulation and Optimization of Complex Processes HPSC 2018, Springer, 2020 (accepted for publication) |
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Uwe Gotzes, Kai Hoppmann-Baum |
Bounding the final rank during a round robin tournament with integer programming
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Operational Research, Vol.1866-1505, 2020 (in press, preprint available as ) |
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Thorsten Koch, Martin Schmidt, Benjamin Hiller, Marc Pfetsch, Björn Geißler, René Henrion, Imke Joormann, Alexander Martin, Antonio Morsi, Werner Römisch, Lars Schewe, Rüdiger Schultz |
Capacity Evaluation for Large-Scale Gas Networks
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German Success Stories, 2020 (accepted for publication) |
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Felix Hennings, Lovis Anderson, Kai Hoppmann-Baum, Mark Turner, Thorsten Koch |
Controlling transient gas flow in real-world pipeline intersection areas
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2020 (epub ahead of print, preprint available as ) |
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Ying Chen, Xiuqin Xu, Thorsten Koch |
Day-ahead high-resolution forecasting of natural gas demand and supply in Germany with a hybrid model
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Applied Energy, 262(114486), 2020 |
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Ryohei Yokoyama, Kotaro Takeuchi, Yuji Shinano, Tetsuya Wakui |
Effect of Model Reduction by Time Aggregation in Multiobjective Optimal Design of Energy Supply Systems by a Hierarchical MILP Method
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Conference, pp. 627-639, International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems, 2020 (in press) |
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Ambros Gleixner, Nils-Christian Kempke, Thorsten Koch, Daniel Rehfeldt, Svenja Uslu |
First Experiments with Structure-Aware Presolving for a Parallel Interior-Point Method
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Operations Research Proceedings 2019, pp. 105-111, 2020 (preprint available as ) |
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Kai Hoppmann-Baum, Felix Hennings, Janina Zittel, Uwe Gotzes, Eva-Maria Spreckelsen, Klaus Spreckelsen, Thorsten Koch |
From Natural Gas towards Hydrogen - A Feasibility Study on Current Transport Network Infrastructure and its Technical Control
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ZIB-Report 20-27 |
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Daniel Rehfeldt, Thorsten Koch |
Implications, conflicts, and reductions for Steiner trees
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ZIB-Report 20-28 |
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Kai Hoppmann-Baum, Gioni Mexi, Oleg Burdakov, Carl Johan Casselgren, Thorsten Koch |
Length-Constrained Cycle Partition with an Application to UAV Routing
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ZIB-Report 20-30 |
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Inci Yueksel Erguen, Janina Zittel, Ying Wang, Felix Hennings, Thorsten Koch |
Lessons learned from gas network data preprocessing
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ZIB-Report 20-13 |
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Thorsten Koch, Natalia Selini Hadjidimitriou, Antonio Frangioni, Andrea Lodi |
Mathematical Optimization for Efficient and Robust Energy Networks
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Springer, 2020, ISBN: 978-3-030-57441-3 |
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Natalia Selini Hadjidimitriou, Antonio Frangioni, Andrea Lodi, Thorsten Koch |
Mathematical Optimization for Efficient and Robust Energy Networks
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Natalia Selini Hadjidimitriou, Antonio Frangioni, Andrea Lodi, Thorsten Koch (Eds.), Springer, 2020, ISBN: 978-3-030-57441-3 |
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Kai Hoppmann-Baum, Gioni Mexi, Oleg Burdakov, Carl Johan Casselgren, Thorsten Koch |
Minimum Cycle Partition with Length Requirements
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Vol.12296, Emmanuel Hebrard, Nysret Musliu (Eds.), Springer, 2020, ISBN: 978-3-030-58941-7 |
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Ying Chen, Nazgul Zakiyeva, Bangzhu Zhu, Thorsten Koch |
Modeling and Forecasting the Dynamics of the Natural Gas Transmission Network in Germany with the Demand and Supply Balance Constraint
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Applied Energy, 2020 |
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Andreas Griewank, Tom Streubel, Caren Tischendorf |
On the abs-polynomial expansion of piecewise smooth functions
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Optimization Methods and Software, 2020 (epub ahead of print, preprint available as ) |
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Daniel Rehfeldt, Thorsten Koch |
On the exact solution of prize-collecting Steiner tree problems
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ZIB-Report 20-11 |
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Daniel Rehfeldt, Henriette Franz, Thorsten Koch |
Optimal Connected Subgraphs: Formulations and Algorithms
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ZIB-Report 20-23 |
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Kai Hoppmann-Baum, Felix Hennings, Ralf Lenz, Uwe Gotzes, Nina Heinecke, Klaus Spreckelsen, Thorsten Koch |
Optimal Operation of Transient Gas Transport Networks
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Optimization and Engineering, 2020 (accepted for publication, preprint available as ) |
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Tom Streubel, Caren Tischendorf, Andreas Griewank |
Piecewise Polynomial Taylor Expansions - The Generalization of Faà di Bruno's Formula
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Modeling, Simulation and Optimization of Complex Processes HPSC 2018, pp. 63-82, 2020 (epub ahead of print, preprint available as ) |
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Felix Prause, Kai Hoppmann-Baum, Boris Defourny, Thorsten Koch |
The Maximum Diversity Assortment Selection Problem
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Mathematical Methods of Operations Research, 2020 (under review, preprint available as ZIB-Report 20-34) |
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