Kochdumper, Niklas
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1

Real-Time Capable Decision Making for Autonomous Driving Us..:

, In: 2024 IEEE International Conference on Robotics and Automation (ICRA),
Kochdumper, Niklas ; Bak, Stanley - p. 14169-14176 , 2024
 
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2

Falsification using Reachability of Surrogate Koopman Model:

, In: Proceedings of the 27th ACM International Conference on Hybrid Systems: Computation and Control,
 
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3

Fully automated verification of linear time-invariant syste..:

Kochdumper, Niklas ; Bak, Stanley
Nonlinear Analysis: Hybrid Systems.  53 (2024)  - p. 101491 , 2024
 
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4

AutoKoopman: A Toolbox for Automated System Identification ..:

, In: Automated Technology for Verification and Analysis; Lecture Notes in Computer Science,
 
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5

Reachability Analysis for Linear Systems with Uncertain Par..:

, In: Proceedings of the 26th ACM International Conference on Hybrid Systems: Computation and Control,
 
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6

Fully-Automated Verification of Linear Systems Using Reacha..:

, In: Proceedings of the 26th ACM International Conference on Hybrid Systems: Computation and Control,
 
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7

Open- and Closed-Loop Neural Network Verification Using Pol..:

, In: Lecture Notes in Computer Science; NASA Formal Methods,
 
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8

Fully Automated Verification of Linear Systems Using Inner ..:

Wetzlinger, Mark ; Kochdumper, Niklas ; Bak, Stanley.
IEEE Transactions on Automatic Control.  68 (2023)  12 - p. 7771-7786 , 2023
 
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9

Constrained polynomial zonotopes:

Kochdumper, Niklas ; Althoff, Matthias
Acta Informatica.  60 (2023)  3 - p. 279-316 , 2023
 
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12

Conformant Synthesis for Koopman Operator Linearized Contro..:

, In: 2022 IEEE 61st Conference on Decision and Control (CDC),
Kochdumper, Niklas ; Bak, Stanley - p. 7327-7332 , 2022
 
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13

Formal Safety Net Control Using Backward Reachability Analy..:

Schurmann, Bastian ; Klischat, Moritz ; Kochdumper, Niklas.
IEEE Transactions on Automatic Control.  67 (2022)  11 - p. 5698-5713 , 2022
 
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15

Reachability of Koopman Linearized Systems Using Random Fou..:

, In: Computer Aided Verification; Lecture Notes in Computer Science,
Bak, Stanley ; Bogomolov, Sergiy ; Hencey, Brandon... - p. 490-510 , 2022
 
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