EP

Eduard Petlenkov

0000-0003-2167-6280

cs.SYeess.SYIndustry 4.0machine learningadvanced controlAlgorithmsArtificial Intelligencebeam-based feedbackbuildingscompression method evaluation

On Valency

published · living versions

Modal-Augmented Chebyshev Physics-Informed Kolmogorov-Arnold Networks for Power Systems

with Komeil Nosrati, Majid Ghorbani, Aleksei Tepljakov, Juri Belikov

1 version

W_mjq9tmhqv1 · current

Preprints & journals

9 papers in the corpus · 2015–2026

When control meets large language models: From words to dynamics

Komeil Nosrati, Aleksei Tepljakov, Juri Belikov et al.

3 citations

2602.03433v12026Engineering Applications of Artificial Intelligence 178(2), 115119 (2026)

Regularized Model Predictive Control

Komeil Nosrati, Juri Belikov, Aleksei Tepljakov et al.

0 citations

2505.12977v32025arXiv

A Systematic Review of Cutting-Edge Radar Technologies: Applications for Unmanned Ground Vehicles (UGVs).

Ersü, Can, Petlenkov, Eduard, Janson, Karl

31 citations

396863442025Sensors (Basel, Switzerland). 2024;24(23)

Explainability and Transparency of Classifiers for Air-Handling Unit Faults Using Explainable Artificial Intelligence (XAI).

Meas, Molika, Machlev, Ram, Kose, Ahmet et al.

31 citations

360807952022Sensors (Basel, Switzerland). 2022;22(17)

Real-Time Regulation of Beam-Based Feedback: Implementing an FPGA Solution for a Continuous Wave Linear Accelerator.

Maalberg, Andrei, Kuntzsch, Michael, Petlenkov, Eduard

3 citations

360159952022Sensors (Basel, Switzerland). 2022;22(16)

Bridging the Gap in Technology Transfer for Advanced Process Control with Industrial Applications.

Vansovits, Vitali, Petlenkov, Eduard, Tepljakov, Aleksei et al.

6 citations

356847702022Sensors (Basel, Switzerland). 2022;22(11)

An Evolutionary Field Theorem: Evolutionary Field Optimization in Training of Power-Weighted Multiplicative Neurons for Nitrogen Oxides-Sensitive Electronic Nose Applications.

Alagoz, Baris Baykant, Simsek, Ozlem Imik, Ari, Davut et al.

15 citations

356322452022Sensors (Basel, Switzerland). 2022;22(10)

Evaluation of Deep Neural Network Compression Methods for Edge Devices Using Weighted Score-Based Ranking Scheme.

Ademola, Olutosin Ajibola, Leier, Mairo, Petlenkov, Eduard

12 citations

348336102021Sensors (Basel, Switzerland). 2021;21(22)

Incorporation of fractional-order dynamics into an existing PI/PID DC motor control loop.

Tepljakov, Aleksei, Gonzalez, Emmanuel A, Petlenkov, Eduard et al.

108 citations

266390532016ISA transactions. 2016;60:262-273

Career total: 308 works. 9 are in this corpus.

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