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ORCIDEvgeny Kusmenko
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- affiliation: RWTH Aachen University, Germany
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2020 – today
- 2023
[c24]Tristan Höfer, Mattis Hoppe, Evgeny Kusmenko, Bernhard Rumpe:
MontiSim: Agent-Based Simulation for Reinforcement Learning of Autonomous Driving. ITSC 2023: 2634-2639- [c23]Vincent Bertram, Hendrik Kausch
, Evgeny Kusmenko, Haron Nqiri, Bernhard Rumpe, Constantin Venhoff:
Leveraging Natural Language Processing for a Consistency Checking Toolchain of Automotive Requirements. RE 2023: 212-222 - 2022
- [j3]Evgeny Kusmenko:
Model-Driven Development Methodology and DomainSpecific Languages for the Design of Artificial Intelligence in Cyber-Physical Systems. Softwaretechnik-Trends 42(2): 10-11 (2022) - [c22]Evgeny Kusmenko, Maximilian Münker, Matthias Nadenau, Bernhard Rumpe:
A Model-Driven Generative Self Play-Based Toolchain for Developing Games and Players. GPCE 2022: 95-107 - [c21]Mattis Hoppe, Jörg Christian Kirchhof, Evgeny Kusmenko, Chan Yong Lee, Bernhard Rumpe:
Agent-Based Autonomous Vehicle Simulation with Hardware Emulation in the Loop. IV 2022: 16-21 - [c20]Nils Baumann, Evgeny Kusmenko, Jonas Ritz, Bernhard Rumpe, Moritz Benedikt Weber:
Dynamic data management for continuous retraining. MoDELS (Companion) 2022: 359-366 - [c19]Jörg Christian Kirchhof, Evgeny Kusmenko, Jonas Ritz, Bernhard Rumpe, Armin Moin, Atta Badii, Stephan Günnemann, Moharram Challenger:
MDE for machine learning-enabled software systems: a case study and comparison of MontiAnna & ML-Quadrat. MoDELS (Companion) 2022: 380-387 - [c18]Vincent Bertram, Miriam Boß, Evgeny Kusmenko, Imke Helene Nachmann, Bernhard Rumpe, Danilo Trotta, Louis Wachtmeister:
Neural Language Models and Few Shot Learning for Systematic Requirements Processing in MDSE. SLE 2022: 260-265 - [i2]Jörg Christian Kirchhof, Evgeny Kusmenko, Jonas Ritz, Bernhard Rumpe, Armin Moin, Atta Badii, Stephan Günnemann, Moharram Challenger:
MDE for Machine Learning-Enabled Software Systems: A Case Study and Comparison of MontiAnna & ML-Quadrat. CoRR abs/2209.07282 (2022) - [i1]Vincent Bertram, Miriam Boß, Evgeny Kusmenko, Imke Helene Nachmann, Bernhard Rumpe, Danilo Trotta, Louis Wachtmeister:
Technical Report on Neural Language Models and Few-Shot Learning for Systematic Requirements Processing in MDSE. CoRR abs/2211.09084 (2022) - 2021
- [b1]Evgeny Kusmenko:
Model-Driven Development Methodology and Domain-Specific Languages for the Design of Artificial Intelligence in Cyber-Physical Systems. RWTH Aachen University, Germany, Aachener Informatik-Berichte, Software Engineering 49, Shaker 2021, ISBN 978-3-8440-8286-9, pp. 1-340 - [c17]Abdallah Atouani, Jörg Christian Kirchhof, Evgeny Kusmenko, Bernhard Rumpe:
Artifact and reference models for generative machine learning frameworks and build systems. GPCE 2021: 55-68 - [c16]Malte Heithoff, Evgeny Kusmenko, Bernhard Rumpe:
Synchronous Execution Semantics for Component & Connector Models. MoDELS (Companion) 2021: 264-273
2010 – 2019
- 2019
- [j2]Nils Kaminski, Evgeny Kusmenko, Bernhard Rumpe:
Modeling Dynamic Architectures of Self-Adaptive Cooperative Systems. J. Object Technol. 18(2): 2:1-20 (2019) - [j1]Imke Drave, Steffen Hillemacher, Timo Greifenberg, Stefan Kriebel, Evgeny Kusmenko, Matthias Markthaler, Philipp Orth, Karin Samira Salman, Johannes Richenhagen, Bernhard Rumpe, Christoph Schulze, Michael von Wenckstern, Andreas Wortmann:
SMArDT modeling for automotive software testing. Softw. Pract. Exp. 49(2): 301-328 (2019) - [c15]Alexander David Hellwig, Stefan Kriebel, Evgeny Kusmenko, Bernhard Rumpe:
Component-based Integration of Interconnected Vehicle Architectures. IV 2019: 153-158 - [c14]Stefan Kriebel, Evgeny Kusmenko, Bernhard Rumpe, Igor Shumeiko:
Learning Error Patterns from Diagnosis Trouble Codes. IV 2019: 179-184 - [c13]Evgeny Kusmenko, Svetlana Pavlitskaya, Bernhard Rumpe, Sebastian Stüber:
On the Engineering of AI-Powered Systems. ASE Workshops 2019: 126-133 - [c12]Jörg Christian Kirchhof, Evgeny Kusmenko, Bernhard Rumpe, Hengwen Zhang:
Simulation as a Service for Cooperative Vehicles. MoDELS (Companion) 2019: 28-37 - [c11]Nicola Gatto, Evgeny Kusmenko, Bernhard Rumpe:
Modeling Deep Reinforcement Learning Based Architectures for Cyber-Physical Systems. MoDELS (Companion) 2019: 196-202 - [c10]Evgeny Kusmenko, Sebastian Nickels, Svetlana Pavlitskaya, Bernhard Rumpe, Thomas Timmermanns:
Modeling and Training of Neural Processing Systems. MoDELS 2019: 283-293 - [c9]Jörg Christian Kirchhof, Evgeny Kusmenko, Jean Meurice, Bernhard Rumpe:
Simulation of Model Execution for Embedded Systems. MoDELS (Companion) 2019: 331-338 - 2018
- [c8]Christian Frohn, Petyo Ilov, Stefan Kriebel, Evgeny Kusmenko, Bernhard Rumpe, Alexander Ryndin:
Distributed Simulation of Cooperatively Interacting Vehicles. ITSC 2018: 596-601 - [c7]Evgeny Kusmenko, Bernhard Rumpe, Ievgen Strepkov, Michael von Wenckstern:
Teaching Playground for C&C Language EmbeddedMontiArc. MoDELS (Workshops) 2018: 25-30 - [c6]Evgeny Kusmenko, Jean-Marc Ronck, Bernhard Rumpe, Michael von Wenckstern:
EmbeddedMontiArc: Textual modeling alternative to Simulink (Tool Demonstration). MoDELS (Workshops) 2018: 263-265 - [c5]Evgeny Kusmenko, Bernhard Rumpe, Sascha Schneiders, Michael von Wenckstern:
Highly-Optimizing and Multi-Target Compiler for Embedded System Models: C++ Compiler Toolchain for the Component and Connector Language EmbeddedMontiArc. MoDELS 2018: 447-457 - [c4]Steffen Hillemacher, Stefan Kriebel, Evgeny Kusmenko, Mike Lorang, Bernhard Rumpe, Albi Sema, Georg Strobl, Michael von Wenckstern:
Model-Based Development of Self-Adaptive Autonomous Vehicles using the SMARDT Methodology. MODELSWARD 2018: 163-178 - [c3]Evgeny Kusmenko, Igor Shumeiko, Bernhard Rumpe, Michael von Wenckstern:
Fast Simulation Preorder Algorithm. MODELSWARD 2018: 256-267 - 2017
- [c2]Evgeny Kusmenko, Alexander Roth, Bernhard Rumpe, Michael von Wenckstern:
Modeling Architectures of Cyber-Physical Systems. ECMFA 2017: 34-50 - [c1]Filippo Grazioli, Evgeny Kusmenko, Alexander Roth, Bernhard Rumpe, Michael von Wenckstern:
Simulation Framework for Executing Component and Connector Models of Self-Driving Vehicles. MoDELS (Satellite Events) 2017: 109-115
Coauthor Index
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