[Buchbeitrag, Fachzeitschriftenartikel]
Esteban, Isaac; Schmidt, Patrick; Desgrange, Audrey; Raiola, Morena; Temino, Susana; Meilhac, Sigolene; Kobbelt, Leif; Torres, Miguel
Pseudodynamic analysis of heart tube formation in the mouse reveals strong regional variability and early left-right asymmetry
Nature cardiovascular research, 1, 5, 504-517 (2022)
[DOI: 10.1038/s44161-022-00065-1]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Liem, Radita Tapaning Hesti; Scully-Allison, Connor; Solorzano, Ana Veroneze; Keipert, Kristopher; Ferreira da Silva, Rafael; Kesavan, Suraj; Patel, Tirthak
PERMAVOST'22 Discussion Panel: Domain Scientists vs. Performance Analysis Tools: Advancing in HPC
PERMAVOST '22: proceedings of the 2nd Workshop on Performance EngineeRing, Modelling, Analysis, and VisualizatiOn Strategy : Co-located with: HPDC 2022 / sponsored by: ACM SIGARCH ; General Chairs: Connor Scully-Allison, University of Arizona, USA, Radita Liem, RWTH Aachen University, Germany Ana Veroneze Solorzano, Northeastern University, 23-24 (2022)
[DOI: 10.1145/3526063.3536197]

[Buch, Tagungsband]
Klemm, Michael (Editor); de Supinski, Bronis R. (Editor); Klinkenberg, Jannis (Editor); Neth, Brandon (Editor)
OpenMP in a modern world : from multi-device support to meta programming : 18th International Workshop on OpenMP, IWOMP 2022, Chattanooga, TN, USA, September 27-30, 2022, proceedings
Lecture notes in computer science 13527 (2022)
[DOI: 10.1007/978-3-031-15922-0]

[Masterarbeit]
Gehrmann, Julia
Designing a data access and integration workflow for medical data science: a use case of compiling a reusable data set for primary tumor discovery at MeDIC Cologne
(2022)
[DOI: 10.18154/RWTH-2023-03583]

[Fachzeitschriftenartikel]
Schön, Carl-Friedrich; van Bergerem, Steffen; Mattes, Christian; Yadav, Aakash; Grohe, Martin; Kobbelt, Leif; Wuttig, Matthias
Classification of properties and their relation to chemical bonding : Essential steps toward the inverse design of functional materials
Science advances, 8, 47, eade0828 (2022)
[DOI: 10.1126/sciadv.ade0828]

[Fachzeitschriftenartikel]
Klimm, Florian; Jones, Nick S.; Schaub, Michael Thomas
Modularity Maximization for Graphons
SIAM journal on applied mathematics, 82, 6, 1930-1952 (2022)
[DOI: 10.1137/22M1492003]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Calmon, Lucille; Schaub, Michael Thomas; Bianconi, Ginestra
Higher-order signal processing with the Dirac operator
Conference record of the Fifty-Sixth Asilomar Conference on Signals, Systems & Computers : October 31-November 2, 2022 Pacific Grove, California / edited by: Michael B. Matthews (Northrop Grumman Innovation Systems), 925-929 (2022)
[DOI: 10.1109/IEEECONF56349.2022.10052062]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Zhu, Jiong; Jin, Junchen; Loveland, Donald; Schaub, Michael Thomas; Koutra, Danai
How does Heterophily Impact the Robustness of Graph Neural Networks?
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2637-2647 (2022)
[DOI: 10.1145/3534678.3539418]

[Preprint]
Loveland, Donald; Zhu, Jiong; Heimann, Mark; Fish, Ben; Schaub, Michael Thomas; Koutra, Danai
On Graph Neural Network Fairness in the Presence of Heterophilous Neighborhoods
8. International Workshop on Deep Learning on Graphs (2022)
[DOI: 10.48550/ARXIV.2207.04376]

[Preprint]
Neuhäuser, Leonie Lisa; Karimi, Fariba; Bachmann, Jan; Strohmaier, Markus Bernhard; Schaub, Michael Thomas
Improving the visibility of minorities through network growth interventions
(2022)
[DOI: 10.48550/arXiv.2208.03263]

[Preprint]
Stamm, Felix Ihno; Scholkemper, Michael; Strohmaier, Markus; Schaub, Michael Thomas
Neighborhood Structure Configuration Models
(2022)
[DOI: 10.48550/arXiv.2210.06843]

[Beitrag zu einem Tagungsband]
Qian, Chendi; Rattan, Gaurav; Geerts, Floris; Morris, Christopher; Nieper, Mathias
Ordered Subgraph Aggregation Networks
Thirty-Sixth Conference on Neural Information Processing Systems : NeurIPS 2022 : New Orleans, Louisiana, United States of America Nov 28 2022 (2022)

[Beitrag zu einem Tagungsband]
Morris, Christopher; Rattan, Gaurav; Kiefer, Sandra; Ravanbkash, Siamak
SpeqNets: Sparsity-aware permutation-equivariant graph networks
[International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA] (2022)

[Beitrag zu einem Tagungsband]
Barceló, Pablo; Galkin, Mikhail; Morris, Christopher; Romero Orth, Miguel A.
Weisfeiler and Leman Go Relational
[Learning on Graphs Conference, LoG 2022, 9-12 December 2022, Virtual Event] (2022)

[Preprint]
Gasse, Maxime; Cappart, Quentin; Charfreitag, Jonas; Charlin, Laurent; Chételat, Didier; Chmiela, Antonia; Dumouchelle, Justin; Gleixner, Ambros M.; Kazachkov, Aleksandr M.; Khalil, Elias B.; Lichocki, Pawel; Lodi, Andrea; Lubin, Miles; Maddison, Chris J.; Morris, Christopher; Papageorgiou, Dimitri J.; Parjadis, Augustin; Pokutta, Sebastian; Prouvost, Antoine; Scavuzzo, Lara; Zarpellon, Giulia; Yang, Linxin; Lai, Sha; Wang, Akang; Luo, Xiaodong; Zhou, Xiang; Huang, Haohan; Shao, Sheng Cheng; Zhu, Yuanming; Zhang, Dong; Quan, Tao; Cao, Zixuan; Xu, Yang; Huang, Zhewei; Zhou, Shuchang; Chen, Binbin; He, Minggui; Hao, Hao; Zhang, Zhiyu; An, Zhiwu; Mao, Kun
The Machine Learning for Combinatorial Optimization Competition (ML4CO): Results and Insights
(2022)
[DOI: 10.48550/arXiv.2203.02433]

[Fachzeitschriftenartikel]
Grohe, Martin; Günnemann, Stephan; Jegelka, Stefanie; Morris, Christopher
Graph Embeddings: Theory meets Practice
Dagstuhl Reports, 12, 3, 141-155 (2022)
[DOI: 10.4230/DagRep.12.3.141]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Von Rohr, Alexander; Solowjow, Friedrich; Trimpe, Johann Sebastian
Improving the Performance of Robust Control through Event-Triggered Learning
CDC 22 : Conference on Decision and Control, Dec. 6-9, 2022, Cancún, Mexico / publisher: IEEE, 3424-3430 (2022)
[DOI: 10.1109/CDC51059.2022.9993350]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Jammer, Tim; Hück, Alexander; Lehr, Jan-Patrick; Jenke, Joachim; Schwitanski, Simon; Bischof, Christian
Towards a Hybrid MPI Correctness Benchmark Suite
EuroMPI/USA'22: 29th European MPI Users' Group Meeting, 46-56 (2022)
[DOI: 10.1145/3555819.3555853]

[Preprint]
Von Rohr, Alexander; Solowjow, Friedrich; Trimpe, Johann Sebastian
Improving the Performance of Robust Control through Event-Triggered Learning
(2022)
[DOI: 10.48550/ARXIV.2207.14252]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Geng, Jiahui; Rehman, Ali Akbar; Mou, Yongli; Decker, Stefan Josef; Rong, Chunming
Blockchain-based Cross-organizational Workflow Platform
2022 IEEE International Conference on Cloud Computing Technology and Science (CloudCom) : 13-16 Dec. 2022, 53-59 (2022)
[DOI: 10.1109/CloudCom55334.2022.00018]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Angelidis, Emmanouil; Bender, Jan Stephen; Arreguit, Jonathan; Gleim, Lars; Wang, Wei; Axenie, Cristian; Knoll, Alois; Ijspeert, Auke
Gazebo Fluids: SPH-based simulation of fluid interaction with articulated rigid body dynamics
IROS 2022 Kyōto - IEEE/RSJ International Conference on Intelligent Robots and Systems : October 23-27, 2022, Kyōto International Conference Center, Japan / IEEE, IEEE Robotics & Automation Society, IES, RSJ, SICE, NIF - New Technology Foundation ; general chair: Shugen Ma (Ritsumeikan University, Japan) ; publications committee - chair: Zhidong Wang (Chiba Institute of Technology, Japan), co-chairs: Noriaki Ando (National Inst. of Advanced Industrial Science and Technology, Japan), Natsuki Yamanobe (National Inst. of Advanced Industrial Science and Technology, Japan), 11238-11245 (2022)
[DOI: 10.1109/IROS47612.2022.9982036]

[Konferenzbeitrag]
Slupczynski, Michal Piotr; Sanusi, Khaleel Asyraaf Mat; Klemke, Roland; Urlings, Corrie; Shingjergji, Krist
[workshop] Multimodality and AI in Online Education
16. EATEL Summer School on Technology Enhanced Learning 2022 Sani, Halkidiki 2023-05-21 - 2023-05-28 (2022)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Schwitanski, Simon; Jenke, Joachim; Tomski, Felix; Terboven, Christian; Müller, Matthias S.
On-the-Fly Data Race Detection for MPI RMA Programs with MUST
Proceedings of Correctness 2022: Sixth International Workshop on Software Correctness for HPC Applications : held in conjunction with SC22: the International Conference for High Performance Computing, Networking, Storage and Analysis, Dallas, Texas, USA, November 13-18, 2022 / IEEE Computer Society, TCHPC, ACM, SIGHPC, 27-36 (2022)
[DOI: 10.1109/Correctness56720.2022.00009]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Glebke, René; Scheiper, Jan; Lenz, Stefan Walter; Stoffers, Mirko; Wehrle, Klaus
Harnessing Cooperative Anycast Communication for Increased Resilience in Wireless Control
CDC 22 : Conference on Decision and Control, Dec. 6-9, 2022, Cancún, Mexico / publisher: IEEE, 7395-7402 (2022)
[DOI: 10.1109/CDC51059.2022.9992864]

[Doktorarbeit]
Cherek, Christian
The impact of tangible interaction techniques on higher cognitive processes
(2022)
[DOI: 10.18154/RWTH-2023-02489]

[Konferenzbeitrag, Beitrag zu einem Tagungsband]
Molinas Comet, Lina Teresa; Dimiriadis, Iraklis; Sapel, Patrick; Decker, Stefan Josef; Hopmann, Christian
Establishment of a Guideline for the Intuitive Creation of Semantic Models in the Internet of Production (IoP)
NFDI4Ing Conference 2022 - Conference Contributions / Editor(s): Hamann, Tobias; Moser, Mario; Zeng, Michael, 62 Seiten (2022)

[Konferenzbeitrag, Beitrag zu einem Tagungsband]
Kim, Soo-Yon; Hillemacher, Steffen
Implementing usability-improved data management plans in interdisciplinary engineering projects
NFDI4Ing Conference 2022 - Conference Contributions / Editor(s): Hamann, Tobias; Moser, Mario; Zeng, Michael, [1]-9 (2022)

[Konferenzbeitrag, Beitrag zu einem Tagungsband]
Logan, Kevin; Leštáková, Michaela; Heine, Ina; Stäcker, Thomas; Pelz, Peter F.
Governance and technology for open peer review in a FAIR open access journal
NFDI4Ing Conference 2022 - Conference Contributions / Editor(s): Hamann, Tobias; Moser, Mario; Zeng, Michael, 34 Seiten (2022)
[DOI: 10.18154/RWTH-2023-02361]

[Fachzeitschriftenartikel]
Böckenhauer, Hans-Joachim; Fuchs, Janosch; Unger, Walter
Exploring sparse graphs with advice
Information and computation, 289, 104950 (2022)
[DOI: 10.1016/j.ic.2022.104950]

[Fachzeitschriftenartikel]
Klamma, Ralf; Kravčík, Miloš; Pammer-Schindler, Viktoria; Popescu, Elvira
Editorial: Intelligence Support for Mentoring Processes in Higher Education (and Beyond)
Frontiers in artificial intelligence, 5, 935020 (2022)
[DOI: 10.3389/frai.2022.935020]

[Buchbeitrag]
Jansen, Nils; Junges, Sebastian; Katoen, Joost-Pieter
Parameter Synthesis in Markov Models: A Gentle Survey
Principles of systems design : essays dedicated to Thomas A. Henzinger on the occasion of his 60th birthday / Jean-Francois Raskin, Krishnendu Chatterjee, Laurent Doyen, Rupak Majumdar (eds.), 407-437 (2022)
[DOI: 10.1007/978-3-031-22337-2_20]

[Beitrag zu einem Tagungsband, Fachzeitschriftenartikel]
Ahrens, Emma; Bozga, Marius; Iosif, Radu; Katoen, Joost-Pieter
Reasoning about distributed reconfigurable systems
Proceedings of the ACM on programming languages, 6, OOPSLA2, 145-174 (2022)
[DOI: 10.1145/3563293]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Basgöze, Daniel; Volk, Matthias; Katoen, Joost-Pieter; Khan, Shahid; Stoelinga, Marielle
BDDs Strike Back: Efficient Analysis of Static and Dynamic Fault Trees
NASA Formal Methods : 14th International Symposium, NFM 2022, Pasadena, CA, USA, May 24-27, 2022, Proceedings / edited by Jyotirmoy V. Deshmukh, Klaus Havelund, Ivan Perez, 713-732 (2022)
[DOI: 10.1007/978-3-031-06773-0_38]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Li, Tian; van Zelst, Sebastiaan Johannes
Cache Enhanced Split-Point-Based Alignment Calculation
2022 4th International Conference on Process Mining (ICPM), 23-28 Oct. 2022, 120-127 (2022)
[DOI: 10.1109/ICPM57379.2022.9980633]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Foyer, Clement; Goglin, Brice; Jeannot, Emmanuel; Klinkenberg, Jannis; Kozhokanova, Anara; Terboven, Christian
H2M : Towards Heuristics for Heterogeneous Memory
2022 IEEE International Conference on Cluster Computing : Cluster 2022 : Heidelberg, Germany, 6-9 September 2022 : proceedings / publisher: IEEE, 498-499 (2022)
[DOI: 10.1109/CLUSTER51413.2022.00060]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Geiss, Sebastian; Jentzsch, Tim; Wild, Nils; Plewnia, Christian
Automatic Programming Assessment System for a Computer Science Bridge Course - An Experience Report
2022 29th Asia-Pacific Software Engineering Conference : APSEC 2022 : 6-9 December 2022, virtual event : proceedings / sponsored by the Special Interesting Group on Software Engineering, Information Processing of Japan (IPSJ/SIGSE), 527-536 (2022)
[DOI: 10.1109/APSEC57359.2022.00074]

[Doktorarbeit]
Hartmann, Tim Adrian
Facility location on graphs
(2022)
[DOI: 10.18154/RWTH-2023-01837]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Trinh, Minh; Behery, Mohamed Anwar Abdellatif; Emara, Mahmoud; Lakemeyer, Gerhard; Storms, Simon; Brecher, Christian
Dynamics Modeling of Industrial Robots Using Transformer Networks
2022 Sixth IEEE International Conference on Robotic Computing : IRC 2022 : virtual conference, 05-07 December 2022 : proceedings / honorary chairman: Jeffrey J.P. Tsai (Asia University, Taiwan) ; general co-chairs: Davide Brugali (University of Bergamo, Italy), Jean-Claude Latombe (Stanford University, USA), Phillip Sheu (University of California, Irvine, USA), 164-171 (2022)
[DOI: 10.1109/IRC55401.2022.00035]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Petersen, Marvin; Werner, Kilian; Schnorr, Andrea; Kuhlen, Torsten; Garth, Christoph
A Prototype for Pipeline-Composable Task-Based Visualization Algorithms
2022 IEEE 12th Symposium on Large Data Analysis and Visualization : LDAV 2022 : Oklahoma City, USA (hybrid), 16 October 2022 : proceedings / symposium chairs: Peer-Timo Bremer (Lawrence Livermore National Laboratory), Kristi Potter (National Renewable Energy Laboratory), Chaoli Wang (University of Notre Dame), 25-35 (2022)
[DOI: 10.1109/LDAV57265.2022.9966395]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Fiedler, Christian Martin; Scherer, Carsten W.; Trimpe, Johann Sebastian
Learning Functions and Uncertainty Sets Using Geometrically Constrained Kernel Regression
CDC 22 : Conference on Decision and Control, Dec. 6-9, 2022, Cancún, Mexico / publisher: IEEE, 2141-2146 (2022)
[DOI: 10.1109/CDC51059.2022.9993144]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Brunzema, Paul Jakob; Von Rohr, Alexander; Trimpe, Johann Sebastian
On Controller Tuning with Time-Varying Bayesian Optimization
CDC 22 : Conference on Decision and Control, Dec. 6-9, 2022, Cancún, Mexico / publisher: IEEE, 4046-4052 (2022)
[DOI: 10.1109/CDC51059.2022.9992649]

[Beitrag zu einem Tagungsband]
Fathi, Fatemeh; Zagler, Philipp; Adelberg, Björn
MyEduLife: The Blockchain as a Tool for Decentralized Storage of Individual Continuing Education Biographies
[Moving Target Digitalization 2022: Increasing the Impact of Internationalization in Higher Education, 2022-11-30 - 2022-12-02, Berlin, Germany] (2022)
[DOI: 10.13140/RG.2.2.14073.75360]

[Konferenzbeitrag]
Towara, Markus; Schmitz, Niklas; Kemlin, Gaspard
Automatic Differentiation for Quantum Electron Structure
JuliaCon 2022 Online 2022-07-27 - 2022-07-29 (2022)

[Doktorarbeit]
Barthels, Henrik
Linnea: a compiler for mapping linear algebra problems onto high-performance kernel libraries
(2022)
[DOI: 10.18154/RWTH-2023-01193]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Orland, Fabian; Brose, Kim Sebastian; Bissantz, Julian; Ferraro, Federica; Terboven, Christian; Hasse, Christian
A Case Study on Coupling OpenFOAM with Different Machine Learning Frameworks
Proceedings of AI4S: Artificial intelligence and machine learning for scientific applications : held in conjunction with SC22: the International Conference for High Performance Computing, Networking, Storage and Analysis, Dallas, Texas, USA, November 13-18, 2022 / IEEE Computer Society, TCHPC, ACM, SIGHPC, 7-12 (2022)
[DOI: 10.1109/AI4S56813.2022.00007]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Schuster, Daniel; Martini, Michael; van Zelst, Sebastiaan Johannes; van der Aalst, Wil M. P.
Control-Flow-Based Querying of Process Executions from Partially Ordered Event Data
Service-Oriented Computing : 20th International Conference, ICSOC 2022, Seville, Spain, November 29 - December 2, 2022, Proceedings / edited by Javier Troya, Brahim Medjahed, Mario Piattini, Lina Yao, Pablo Fernández, Antonio Ruiz-Cortés, 19-35 (2022)
[DOI: 10.1007/978-3-031-20984-0_2]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Gräfe, Alexander Stephan; Baumann, Dominik Oliver; Trimpe, Johann Sebastian
Towards remote fault detection by analyzing communication priorities
CDC 22 : Conference on Decision and Control, Dec. 6-9, 2022, Cancún, Mexico / publisher: IEEE, 1758-1763 (2022)
[DOI: 10.1109/CDC51059.2022.9993293]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Büsing, Christina Maria Katharina; Koster, Arie Marinus; Schmitz, Sabrina
On the complexity of robust transshipment under consistent flow constraints
Network Optimization INOC 2022 : 10th International Network Optimization Conference, Aachen, Germany, June 7-10, 2022 : Proceedings / Editors: Christina Büsing, Arie M.C.A. Koster, 57-62 (2022)
[DOI: 10.48786/inoc.2022.11]

[Bachelorarbeit]
Meiser, Dominic Sebastian; Fesefeldt, Ira Justus
Design and evaluation of a probabilistic pointer programming language using Monte-Carlo simulation
(2022)

[Bachelorarbeit]
Tugsbayar, Jan Jeremy; Fesefeldt, Ira Justus
Verification of leader election protocols for dynamic networks
(2022)