Items where Division is "18 Department of Electrical Engineering and Information Technology > Self-Organizing Systems Lab" and Year is [pin missing: value2]
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- TU Darmstadt (45)
- 18 Department of Electrical Engineering and Information Technology (45)
- Self-Organizing Systems Lab (45)
- 18 Department of Electrical Engineering and Information Technology (45)
2024
Altıntan, Derya ; Koeppl, Heinz (2024)
Hybrid master equation for jump-diffusion approximation of biomolecular reaction networks.
In: BIT Numerical Mathematics, 2020, 60 (2)
doi: 10.26083/tuprints-00027079
Article, Secondary publication, Publisher's Version
Benenson, Yaakov ; Dalchau, Neil ; Koeppl, Heinz ; Maler, Oded (2024)
Formal Methods for the Synthesis of Biomolecular Circuits.
In: Dagstuhl Reports, 2018, 8 (2)
doi: 10.26083/tuprints-00026921
Article, Secondary publication, Publisher's Version
Cui, Kai (2024)
Large-Scale Multi-Agent Reinforcement Learning via Mean Field Games.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00028568
Ph.D. Thesis, Primary publication, Publisher's Version
Cui, Kai ; Baumgärtner, Lars ; Yilmaz, Mustafa Burak ; Li, Mengguang ; Fabian, Christian ; Becker, Benjamin ; Xiang, Lin ; Bauer, Maximilian ; Koeppl, Heinz (2024)
UAV Swarms for Joint Data Ferrying and Dynamic Cell Coverage via Optimal Transport Descent and Quadratic Assignment.
2023 IEEE 48th Conference on Local Computer Networks (LCN). Daytona Beach, FL, USA (02.10.2023-05.10.2023)
doi: 10.26083/tuprints-00028857
Conference or Workshop Item, Secondary publication, Postprint
Cui, Kai ; Dayanıklı, Gökçe ; Laurière, Mathieu ; Geist, Matthieu ; Pietquin, Olivier ; Koeppl, Heinz (2024)
Learning Discrete-Time Major-Minor Mean Field Games.
38th AAAI Conference on Artificial Intelligence. Vancouver, Canada (20.02.2024 - 27.02.2024)
doi: 10.26083/tuprints-00028687
Conference or Workshop Item, Secondary publication, Postprint
Cui, Kai ; Hauck, Sascha ; Fabian, Christian ; Koeppl, Heinz (2024)
Learning Decentralized Partially Observable Mean Field Control for Artificial Collective Behavior.
International Conference on Learning Representations. Vienna, Austria (07.05.2024 - 11.05.2024)
doi: 10.26083/tuprints-00028689
Conference or Workshop Item, Secondary publication, Publisher's Version
Cui, Kai ; KhudaBukhsh, Wasiur R. ; Koeppl, Heinz (2024)
Hypergraphon mean field games.
In: Chaos: An Interdisciplinary Journal of Nonlinear Science, 2022, 32 (11)
doi: 10.26083/tuprints-00026621
Article, Secondary publication, Publisher's Version
Cui, Kai ; KhudaBukhsh, Wasiur R. ; Koeppl, Heinz (2024)
Motif-based mean-field approximation of interacting particles on clustered networks.
In: Physical Review E, 2022, 105 (4)
doi: 10.26083/tuprints-00028854
Article, Secondary publication, Publisher's Version
Cui, Kai ; Li, Mengguang ; Fabian, Christian ; Koeppl, Heinz (2024)
Scalable Task-Driven Robotic Swarm Control via Collision Avoidance and Learning Mean-Field Control.
2023 IEEE International Conference on Robotics and Automation (ICRA). London, United Kingdom (29.05.2023-02.06.2023)
doi: 10.1109/ICRA48891.2023.10161498
Conference or Workshop Item, Secondary publication, Postprint
Cui, Kai ; Tahir, Anam ; Sinzger, Mark ; Koeppl, Heinz (2024)
Discrete-Time Mean Field Control with Environment States.
2021 60th IEEE Conference on Decision and Control (CDC). Austin, TX, USA (14.12.2021-17.12.2021)
doi: 10.26083/tuprints-00028856
Conference or Workshop Item, Secondary publication, Postprint
Cui, Kai ; Yilmaz, Mustafa Burak ; Tahir, Anam ; Klein, Anja ; Koeppl, Heinz (2024)
Optimal Offloading Strategies for Edge-Computing via Mean-Field Games and Control.
GLOBECOM 2022 - 2022 IEEE Global Communications Conference. Rio de Janeiro, Brazil (04.12.2022-08.12.2022)
doi: 10.26083/tuprints-00028855
Conference or Workshop Item, Secondary publication, Postprint
Danos, Vincent ; Koeppl, Heinz (2024)
Self-assembly and Self-organization in Computer Science and Biology.
In: Dagstuhl Reports, 2016, 5 (9)
doi: 10.26083/tuprints-00026922
Article, Secondary publication, Publisher's Version
Eich, Yannick ; Alt, Bastian ; Koeppl, Heinz (2024)
Approximate Control for Continuous-Time POMDPs.
International Conference on Artificial Intelligence and Statistics. Valencia, Spain (02.05.2024 - 04.05.2024)
doi: 10.26083/tuprints-00028690
Conference or Workshop Item, Secondary publication, Publisher's Version
Ermentrout, Bard ; Zechner, Christoph ; Koeppl, Heinz (2024)
Uncoupled Analysis of Stochastic Reaction Networks in Fluctuating Environments.
In: PLoS Computational Biology, 2014, 10 (12)
doi: 10.26083/tuprints-00026931
Article, Secondary publication, Publisher's Version
Fabian, Christian ; Cui, Kai ; Koeppl, Heinz (2024)
Learning Mean Field Games on Sparse Graphs: A Hybrid Graphex Approach.
International Conference on Learning Representations. Vienna, Austria (07.05.2024 - 11.05.2024)
doi: 10.26083/tuprints-00028691
Conference or Workshop Item, Secondary publication, Postprint
Fabian, Christian ; Cui, Kai ; Koeppl, Heinz (2024)
Learning Sparse Graphon Mean Field Games.
International Conference on Artificial Intelligence and Statistics. Palau de Congressos, Valencia, Spain (25.04.2023 - 27.04.2023)
doi: 10.26083/tuprints-00028917
Conference or Workshop Item, Secondary publication, Publisher's Version
Fabian, Christian ; Cui, Kai ; Koeppl, Heinz (2024)
Mean Field Games on Weighted and Directed Graphs via Colored Digraphons.
In: IEEE Control Systems Letters, 2023, 7
doi: 10.26083/tuprints-00026543
Article, Secondary publication, Publisher's Version
Hill, Steven M. ; Heiser, Laura M. ; Cokelaer, Thomas ; Unger, Michael ; Nesser, Nicole K. ; Carlin, Daniel E. ; Zhang, Yang ; Sokolov, Artem ; Paull, Evan O. ; Wong, Chris K. ; Graim, Kiley ; Bivol, Adrian ; Wang, Haizhou ; Zhu, Fan ; Afsari, Bahman ; Danilova, Ludmila V. ; Favorov, Alexander V. ; Lee, Wai Shing ; Taylor, Dane ; Hu, Chenyue W. ; Long, Byron L. ; Noren, David P. ; Bisberg, Alexander J. ; Mills, Gordon B. ; Gray, Joe W. ; Kellen, Michael ; Norman, Thea ; Friend, Stephen ; Qutub, Amina A. ; Fertig, Elana J. ; Guan, Yuanfang ; Song, Mingzhou ; Stuart, Joshua M. ; Spellman, Paul T. ; Koeppl, Heinz ; Stolovitzky, Gustavo ; Saez-Rodriguez, Julio ; Mukherjee, Sach (2024)
Inferring causal molecular networks: empirical assessment through a community-based effort.
In: Nature Methods, 2016, 13 (4)
doi: 10.26083/tuprints-00027016
Article, Secondary publication, Publisher's Version
Ion, Ion Gabriel ; Wildner, Christian ; Loukrezis, Dimitrios ; Koeppl, Heinz ; De Gersem, Herbert (2024)
Tensor-train approximation of the chemical master equation and its application for parameter inference.
In: The Journal of Chemical Physics, 2021, 155 (3)
doi: 10.26083/tuprints-00026628
Article, Secondary publication, Publisher's Version
Kramat, Janice ; Kraus, Leon ; Gunawan, Vincent J. ; Smyej, Elias ; Froehlich, Philipp ; Weber, Tim E. ; Spiehl, Dieter ; Koeppl, Heinz ; Blaeser, Andreas ; Suess, Beatrix (2024)
Sensing Levofloxacin with an RNA Aptamer as a Bioreceptor.
In: Biosensors, 2024, 14 (1)
doi: 10.26083/tuprints-00027255
Article, Secondary publication, Publisher's Version
Kruk, Nikita ; Carrillo, José A. ; Koeppl, Heinz (2024)
A finite volume method for continuum limit equations of nonlocally interacting active chiral particles.
In: Journal of Computational Physics, 2021, 440
doi: 10.26083/tuprints-00026629
Article, Secondary publication, Publisher's Version
Kubaczka, Erik ; Gehringer, Maximilian ; Marlhens, Jérémie J. M. ; Schwarz, Tobias ; Molderings, Maik ; Engelmann, Nicolai ; Garcia, Hernan G. ; Hochberger, Christian ; Koeppl, Heinz (2024)
Energy Aware Technology Mapping of Genetic Logic Circuits.
In: ACS Synthetic Biology, 2024, 13 (10)
doi: 10.26083/tuprints-00028688
Article, Secondary publication, Publisher's Version
Ourari, Ramzi ; Cui, Kai ; Elshamanhory, Ahmed ; Koeppl, Heinz (2024)
Nearest-Neighbor-based Collision Avoidance for Quadrotors via Reinforcement Learning.
2022 IEEE International Conference on Robotics and Automation (ICRA). Philadelphia, PA, USA (23.05.2022-27.05.2022)
doi: 10.26083/tuprints-00028926
Conference or Workshop Item, Secondary publication, Postprint
Reich, Christoph ; Prangemeier, Tim ; Ozdemir, Cetin ; Koeppl, Heinz (2024)
OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data.
32nd British Machine Vision Conference. Virtual Conference (22.11.2021-25.11.2021)
doi: 10.26083/tuprints-00028914
Conference or Workshop Item, Secondary publication, Publisher's Version
Schladt, Tobias ; Engelmann, Nicolai ; Kubaczka, Erik ; Hochberger, Christian ; Koeppl, Heinz (2024)
Automated Design of Robust Genetic Circuits: Structural Variants and Parameter Uncertainty.
In: ACS Synthetic Biology, 2021, 10 (12)
doi: 10.26083/tuprints-00026627
Article, Secondary publication, Publisher's Version
Sharifian, Hoda ; Lampert, Fabienne ; Stojanovski, Klement ; Regot, Sergi ; Vaga, Stefania ; Buser, Raymond ; Lee, Sung Sik ; Koeppl, Heinz ; Posas, Francesc ; Pelet, Serge ; Peter, Matthias (2024)
Parallel feedback loops control the basal activity of the HOG MAPK signaling cascade.
In: Integrative Biology, 2015, 7 (4)
doi: 10.26083/tuprints-00026924
Article, Secondary publication, Publisher's Version
Sinzger-D'Angelo, Mark (2024)
Chemical reaction networks in random environments.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00028086
Ph.D. Thesis, Primary publication, Publisher's Version
Sreedhara, Akash Kopparam ; Padala, Deepesh ; Mahesh, Shashank ; Cui, Kai ; Li, Mengguang ; Koeppl, Heinz (2024)
Optimal Collaborative Transportation for Under-Capacitated Vehicle Routing Problems using Aerial Drone Swarms.
2024 IEEE International Conference on Robotics and Automation (ICRA). Yokohama, Japan (13.05.2024-17.05.2024)
doi: 10.26083/tuprints-00028686
Conference or Workshop Item, Secondary publication, Postprint
Sulaimanov, Nurgazy ; Koeppl, Heinz (2024)
Graph reconstruction using covariance-based methods.
In: EURASIP Journal on Bioinformatics and Systems Biology, 2016
doi: 10.26083/tuprints-00026979
Article, Secondary publication, Publisher's Version
Tahir, Anam (2024)
Scalable Planning in Large Multi-Agent Queuing Systems.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00027525
Ph.D. Thesis, Primary publication, Publisher's Version
Tahir, Anam ; Alt, Bastian ; Rizk, Amr ; Koeppl, Heinz (2024)
Load Balancing in Compute Clusters With Delayed Feedback.
In: IEEE Transactions on Computers, 2023, 72 (6)
doi: 10.26083/tuprints-00026536
Article, Secondary publication, Publisher's Version
Tahir, Anam ; Cui, Kai ; Koeppl, Heinz (2024)
Learning Mean-Field Control for Delayed Information Load Balancing in Large Queuing Systems.
51st International Conference on Parallel Processing (ICPP ’22). Bordeaux, France (29.08.2022-01.09.2022)
doi: 10.26083/tuprints-00026518
Conference or Workshop Item, Secondary publication, Publisher's Version
Šošić, Adrian ; Rueckert, Elmar ; Peters, Jan ; Zoubir, Abdelhak M. ; Koeppl, Heinz (2024)
Inverse Reinforcement Learning via Nonparametric Spatio-Temporal Subgoal Modeling.
In: Journal of Machine Learning Research, 2018, 19 (69)
doi: 10.26083/tuprints-00026700
Article, Secondary publication, Publisher's Version
2023
Köhs, Lukas (2023)
Bayesian inference and learning in switching biological systems.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00023022
Ph.D. Thesis, Primary publication, Publisher's Version
2022
Cui, Kai ; Koeppl, Heinz (2022)
Approximately Solving Mean Field Games via Entropy-Regularized Deep Reinforcement Learning.
24th International Conference on Artificial Intelligence and Statistics (AISTATS) 2021. Virtual (13.04.2021-15.04.2021)
doi: 10.26083/tuprints-00021511
Conference or Workshop Item, Secondary publication, Publisher's Version
Engelmann, Nicolai ; Linzner, Dominik ; Koeppl, Heinz (2022)
Continuous Time Bayesian Networks with Clocks.
37th International Conference on Machine Learning. Online (12.07.2020-18.07.2020)
doi: 10.26083/tuprints-00021516
Conference or Workshop Item, Secondary publication, Publisher's Version
Kar, Sounak ; Rehrmann, Robin ; Mukhopadhyay, Arpan ; Alt, Bastian ; Ciucu, Florin ; Koeppl, Heinz ; Binnig, Carsten ; Rizk, Amr (2022)
On the Throughput Optimization in Large-scale Batch-processing Systems.
In: Performance Evaluation, 2020, 144
doi: 10.26083/tuprints-00021522
Article, Secondary publication, Postprint
Khuda Bukhsh, Wasiur R. ; Kar, Sounak ; Alt, Bastian ; Rizk, Amr ; Koeppl, Heinz (2022)
Generalized Cost-Based Job Scheduling in Very Large Heterogeneous Cluster Systems.
In: IEEE Transactions on Parallel and Distributed Systems, 2020, 31 (11)
doi: 10.26083/tuprints-00021667
Article, Secondary publication, Postprint
Kruk, Nikita ; Carrillo, José A. ; Koeppl, Heinz (2022)
Traveling bands, clouds, and vortices of chiral active matter.
In: Physical Review E, 2020, 102 (2)
doi: 10.26083/tuprints-00021567
Article, Secondary publication, Publisher's Version
Kruk, Nikita ; Maistrenko, Yuriy ; Koeppl, Heinz (2022)
Solitary states in the mean-field limit.
In: Chaos: An Interdisciplinary Journal of Nonlinear Science, 2020, 30 (11)
doi: 10.26083/tuprints-00021568
Article, Secondary publication, Publisher's Version
Kumar, Sunil ; Lun, Xiao-Kang ; Bodenmiller, Bernd ; Rodríguez Martínez, María ; Koeppl, Heinz (2022)
Stabilized Reconstruction of Signaling Networks from Single-Cell Cue-Response Data.
In: Scientific Reports, 2020, (1)
doi: 10.26083/tuprints-00021513
Article, Secondary publication, Publisher's Version
Prangemeier, Tim ; Reich, Christoph ; Koeppl, Heinz (2022)
Attention-Based Transformers for Instance Segmentation of Cells in Microstructures.
IEEE International Conference on Bioinformatics and Biomedicine (IEEE BIBM 2020). virtual Conference (16.12.2020-19.12.2020)
doi: 10.26083/tuprints-00021666
Conference or Workshop Item, Secondary publication, Postprint
Prangemeier, Tim ; Wildner, Christian ; Françani, André O. ; Reich, Christoph ; Koeppl, Heinz (2022)
Multiclass Yeast Segmentation in Microstructured Environments with Deep Learning.
IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (IEEE CIBCB). Online (27.10.2020-29.10.2020)
doi: 10.26083/tuprints-00021524
Conference or Workshop Item, Secondary publication, Postprint
Wildner, Christian ; Koeppl, Heinz (2022)
Moment-Based Variational Inference for Stochastic Differential Equations.
24th International Conference on Artificial Intelligence and Statistics (AISTATS) 2021. Virtual (13.04.2021-15.04.2021)
doi: 10.26083/tuprints-00021512
Conference or Workshop Item, Secondary publication, Publisher's Version
Yang, Sikun ; Koeppl, Heinz (2022)
The Hawkes Edge Partition Model for Continuous-time Event-based Temporal Networks.
Conference on Uncertainty in Artificial Intelligence (UAI). Online (03.08.2020-06.08.2020)
doi: 10.26083/tuprints-00021515
Conference or Workshop Item, Secondary publication, Publisher's Version
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