Res. Asst. MUHAMMED MALKOÇ

Publication Network

Articles 5

1. Data-driven optimization of calcination parameters for low-grade clays in LC³ production: Integrating experimental characterization, explainable machine learning, and multi-criteria decision analysis

DEMİRAL N. Ç., KARAKURT C., MALKOÇ M.

Construction and Building Materials , vol.539, 2026 (SCI-Expanded, Scopus)

2. Robust Phase Synthesis of X-Band Transmissive Metasurface Unit Cells Using Unit-Circle Surrogates and Loxo-X₃ Validation

Malkoç M., Turhal Ü. Ç.

JOURNAL OF ELECTRICAL ENGINEERING AND TECHNOLOGY , vol.21, pp.1-17, 2026 (SCI-Expanded, Scopus)

3. İleti dizi birim hücre tasarımı için karınca aslanı optimizasyonu ile geliştirilmiş çok katmanlı algılayıcı modeli eğitimi

KARASU S., ÜNALDI S., MALKOÇ M.

PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI , vol.32, no.4, pp.685-695, 2026 (ESCI, TRDizin)

4. Design of a transmitarray with enhanced gain bandwidth using spatially weighted optimization

Malkoç M., Ünaldı S., Çimen S.

AEU - INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS , vol.212, pp.1-11, 2026 (SCI-Expanded, Scopus)

5. Low-Cost Transmitarray Design with High Gain Bandwidth and Suppressed SLL

Malkoç M., Ünaldı S., Çimen S.

ELECTRONICS (Basel) , vol.14, no.20, pp.1-10, 2025 (SCI-Expanded, Scopus)

Papers Presented at Peer-Reviewed Scientific Conferences 9

1. A KNOWLEDGE-INFORMED RESIDUAL-TREND APPROACH FOR CROSS-BATTERY MULTIHORIZON SOH ESTIMATION

TURAK C., MALKOÇ M., TURHAL Ü. Ç.

9. BİLSEL INTERNATIONAL GORDİON SCIENCE RESEARCH CONGRESS, Ankara, Turkey, 5 - 06 August 2026, (Full Text)

2. THE EFFECT OF EVALUATION PROTOCOL ON BEARING FAULT CLASSIFICATION: A COMPARATIVE ANALYSIS OF NAIVE AND BEARING-BASED SPLITTING STRATEGIES

TURAK C., MALKOÇ M., TURHAL Ü. Ç.

9. BİLSEL INTERNATIONAL GORDİON SCIENCE RESEARCH CONGRESS, Ankara, Turkey, 5 - 06 August 2026, pp.444-454, (Full Text)

3. SHORT-TERM MISSING DATA COMPLETION IN PHOTOVOLTAIC SYSTEMS: METHOD COMPARISON IN RANDOM AND BLOCK MISSING SCENARIOS

Avcıyaman G., MALKOÇ M., TURHAL Ü. Ç.

4. BİLSEL INTERNATIONAL SAFRANBOLU SCIENTIFIC RESEARCH CONGRESS, Karabük, Turkey, 25 - 26 July 2026, pp.435-446, (Full Text)

4. SHORT-TERM ELECTRICITY PRICE FORECASTING IN THE TURKISH MARKET: A COMPARATIVE ANALYSIS OF CLASSICAL, DEEP LEARNING, AND BIDIRECTIONAL GRUATTENTION HYBRID RESIDUAL MODELING

Sarıoğlu M. E., MALKOÇ M., TURHAL Ü. Ç.

4. BİLSEL INTERNATIONAL SAFRANBOLU SCIENTIFIC RESEARCH CONGRESS, Karabük, Turkey, 25 - 26 July 2026, pp.425-434, (Full Text)

5. MACHINE-LEARNING ASSISTED ANGULAR RESPONSE PREDICTION OF A REFLECTIONSUPPRESSED TERAHERTZ TRANSMISSIVE METASURFACE UNIT CELL

MALKOÇ M., Ergin E. S., TURHAL Ü. Ç.

8. BİLSEL INTERNATIONAL SUMELA SCIENTIFIC RESEARCHES CONGRESS, Trabzon, Turkey, 6 - 07 June 2026, (Full Text)

6. A TCN-ATTENTION AND ADAPTER-BASED TRANSFER LEARNING APPROACH FOR SOH ESTIMATION IN LITHIUM-ION BATTERIES

Ergin E. S., MALKOÇ M., TURHAL Ü. Ç.

8. BİLSEL INTERNATIONAL SUMELA SCIENTIFIC RESEARCHES CONGRESS, Trabzon, Turkey, 6 - 07 June 2026, (Full Text)

7. COMPACT M-FSS-BASED TRANSMITARRAY IN THE TERAHERTZ REGIME

Malkoç M.

7. BİLSEL INTERNATIONAL GORDİON SCIENCE RESEARCHES CONGRESS, Ankara, Turkey, 25 - 26 October 2025, pp.88-95, (Full Text)

8. LOW PROFILE MM-WAVE TRANSMITARRAY DESIGN FOR 5G APPLICATIONS

MALKOÇ M., ÜNALDI S., ÇİMEN S.

5th. International Congress on Contemporary Scientific Research, Kayseri, Turkey, 21 - 22 April 2024, (Full Text)

9. Design of a Miniaturized Frequency Selective Surface Based Rasorber

MALKOÇ M., ÜNALDI S.

International Conference on Engineering Technologies (ICENTE'21), Konya, Turkey, 18 - 20 November 2021, pp.255-257, (Full Text)

Books 4

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Res. Asst. MUHAMMED MALKOÇ

Publications & Works

1. Data-driven optimization of calcination parameters for low-grade clays in LC³ production: Integrating experimental characterization, explainable machine learning, and multi-criteria decision analysis

2. Robust Phase Synthesis of X-Band Transmissive Metasurface Unit Cells Using Unit-Circle Surrogates and Loxo-X₃ Validation

3. İleti dizi birim hücre tasarımı için karınca aslanı optimizasyonu ile geliştirilmiş çok katmanlı algılayıcı modeli eğitimi

4. Design of a transmitarray with enhanced gain bandwidth using spatially weighted optimization

5. Low-Cost Transmitarray Design with High Gain Bandwidth and Suppressed SLL

1. A KNOWLEDGE-INFORMED RESIDUAL-TREND APPROACH FOR CROSS-BATTERY MULTIHORIZON SOH ESTIMATION

2. THE EFFECT OF EVALUATION PROTOCOL ON BEARING FAULT CLASSIFICATION: A COMPARATIVE ANALYSIS OF NAIVE AND BEARING-BASED SPLITTING STRATEGIES

3. SHORT-TERM MISSING DATA COMPLETION IN PHOTOVOLTAIC SYSTEMS: METHOD COMPARISON IN RANDOM AND BLOCK MISSING SCENARIOS

4. SHORT-TERM ELECTRICITY PRICE FORECASTING IN THE TURKISH MARKET: A COMPARATIVE ANALYSIS OF CLASSICAL, DEEP LEARNING, AND BIDIRECTIONAL GRUATTENTION HYBRID RESIDUAL MODELING

5. MACHINE-LEARNING ASSISTED ANGULAR RESPONSE PREDICTION OF A REFLECTIONSUPPRESSED TERAHERTZ TRANSMISSIVE METASURFACE UNIT CELL

6. A TCN-ATTENTION AND ADAPTER-BASED TRANSFER LEARNING APPROACH FOR SOH ESTIMATION IN LITHIUM-ION BATTERIES

7. COMPACT M-FSS-BASED TRANSMITARRAY IN THE TERAHERTZ REGIME

8. LOW PROFILE MM-WAVE TRANSMITARRAY DESIGN FOR 5G APPLICATIONS

9. Design of a Miniaturized Frequency Selective Surface Based Rasorber

1. İleti Dizi Anten Tasarımlarında Makine Öğrenmesi Kullanımı

2. Elektromanyetik Kalkanlamada Yapı Malzemeleri Araştırmaları

3. RF ve Mikrodalga Sistemlerinde Metayüzey Tabanlı Yaklaşımlar: Tasarım İlkeleri ve Güncel Eğilimler

4. Mühendislikte Sürdürülebilirlik: Yapı ve Elektromanyetik Alanında Yenilikler

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