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Samsonov, Vladimir
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1

Actionable Artificial Intelligence for the Future of Produc..:

, In: Internet of Production; Interdisciplinary Excellence Accelerator Series,
Behery, Mohamed ; Brauner, Philipp ; Zhou, Hans Aoyang... - p. 91-136 , 2023
Link: https://doi.org/10.1007/..
 
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2

Human-Centric Machine Learning Approach for Injection Mold ..:

, In: Machine Learning, Optimization, and Data Science; Lecture Notes in Computer Science,
Jungnickel, Robert ; Lauwigi, Johanna ; Samsonov, Vladimir. - p. 27-31 , 2023
Link: https://doi.org/10.1007/..
 
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3

Puzzles of Surface Segregation in Binary Pt–Pd Nanoparticle..:

Samsonov, Vladimir ; Romanov, Alexander ; Talyzin, Igor...
Metals.  13 (2023)  7 - p. 1269 , 2023
Link: https://doi.org/10.3390/..
 
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4

Deep representation learning and reinforcement learning for..:

Samsonov, Vladimir ; Chrismarie, Enslin ; Köpken, Hans-Georg...
Production Engineering.  17 (2023)  6 - p. 847-859 , 2023
Link: https://doi.org/10.1007/..
 
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5

Dealloying in Pt-based nanoalloys as a way to synthesize bi..:

Savina, Kseniya ; Grigoryev, Roman ; Myasnichenko, Vladimir...
Nano-Structures & Nano-Objects.  34 (2023)  - p. 100977 , 2023
Link: https://doi.org/10.1016/..
 
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6

Improving Shop Floor-Near Production Management Through Dat..:

, In: Internet of Production; Interdisciplinary Excellence Accelerator Series,
Schmitt, Robert H. ; Kiesel, Raphael ; Buschmann, Daniel... - p. 367-390 , 2023
Link: https://doi.org/10.1007/..
 
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7

Deep reinforcement learning for a Ad-Hoc optimization on pr..:

Samsonov, Vladimir , 2022
Link: https://nbn-resolving.de..
 
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8

Molecular dynamics simulation of the formation of bimetalli..:

Bogdanov, Sergei ; Samsonov, Vladimir ; Sdobnyakov, Nickolay...
Journal of Materials Science.  57 (2022)  28 - p. 13467-13480 , 2022
Link: https://doi.org/10.1007/..
 
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9

Optimisation of a Workpiece Clamping Position with Reinforc..:

, In: Machine Learning, Optimization, and Data Science; Lecture Notes in Computer Science,
Enslin, Chrismarie ; Samsonov, Vladimir ; Köpken, Hans-Georg.. - p. 261-276 , 2022
Link: https://doi.org/10.1007/..
 
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10

ProdSim: An Open-source Python Package for Generating High-..:

Fuchs, Tom ; Enslin, Chrismarie ; Samsonov, Vladimir..
Procedia CIRP.  107 (2022)  - p. 1343-1348 , 2022
Link: https://doi.org/10.1016/..
 
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11

Reinforcement Learning in Manufacturing Control: Baselines,..:

Samsonov, Vladimir ; Ben Hicham, Karim ; Meisen, Tobias
Engineering Applications of Artificial Intelligence.  112 (2022)  - p. 104868 , 2022
Link: https://doi.org/10.1016/..
 
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12

Deep Reinforcement Learning for Robotic Control in High-Dex..:

, In: 2021 Fifth IEEE International Conference on Robotic Computing (IRC),
Leyendecker, Lars ; Schmitz, Markus ; Zhou, Hans Aoyang... - p. 35-42 , 2021
Link: https://doi.org/10.1109/..
 
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13

Neural Combinatorial Optimization for Production Scheduling..:

, In: 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC),
Gannouni, Aymen ; Samsonov, Vladimir ; Behery, Mohamed.. - p. 2640-2647 , 2020
Link: https://doi.org/10.1109/..
 
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14

More Machine Learning for Less: Comparing Data Generation S..:

, In: 2019 IEEE Symposium Series on Computational Intelligence (SSCI),
Samsonov, Vladimir ; Lipp, Johannes ; Noodt, Philipp.. - p. 799-807 , 2019
Link: https://doi.org/10.1109/..
 
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15

Evaluation and Comparison of Cross-lingual Text Processing ..:

, In: 2019 IEEE Symposium Series on Computational Intelligence (SSCI),
Jungnickel, Robert ; Pomp, Andre ; Kirmse, Andreas... - p. 417-425 , 2019
Link: https://doi.org/10.1109/..
 
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