زهره نقيبي

Journal Paper

1. "Transient Modeling of Nonlinear Components using Global Gated Deep Recurrent Neural Network Masked With Dropout"
   زهره نقيبي, Sayed Alireza Sadrossadat, Manuel Günther, Akash Kumar
   IEEE Transactions on Components, Packaging and Manufacturing Technology Part A, pp.1-1, 2026
2. "Exploring nonlinear correlations among transition metal nanocluster properties using deep learning: a comparative analysis with LOO-CV method and cosine similarity"
   Zahra Nasirimahd, Alireza Kokabi, Maryam Fallahzadeh, زهره نقيبي
   NANOTECHNOLOGY, 2024
3. "Parametric Investigation of Carbon Nanotube-Based Nanomechanical Mass Sensors Using Structural Mechanics and an Artificial Neural Network Approach"
   زهره نقيبي, Javad Payandehpeyman, Kambiz Moradi
   Journal of Stress Analysis, pp.1-10, 2023
4. "Linear and nonlinear machine learning correlation of transition metal cluster characteristics."
   Alireza Kokabi, زهرا نصيري مهد, زهره نقيبي
   JOURNAL OF NANOPARTICLE RESEARCH, pp.1-10, 2021
5. "Adjoint recurrent neural network technique for nonlinear electronic component modeling"
   زهره نقيبي, Sayyed Alireza Sadrossadat Sadrossadat, Saeed Safari
   INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS, pp.1-11, 2021
6. "Dynamic behavioral modeling of nonlinear circuits using a novel recurrent neural network technique"
   زهره نقيبي, alireza sadr, saeid safari
   INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS, pp.1071-1085, 2019
7. "Time-domain modeling of nonlinear circuits using deep recurrent neural network technique"
   زهره نقيبي, sadr ali, saeid safari
   AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, pp.66-74, 2019

Conference Paper

1. "Hybrid Deep Learning Model for ECG-Based Cardiac Ischemia Diagnosis: Integrating ResNet50-LSTM and CNN-GRU"
   Mahlagha Afrasiabi, Roholla Afkhaminaiier, زهره نقيبي, Zahra Aghababaei, Leili Tapak
   10th International Congress on Fuzzy and Intelligent Systems, 2025
2. "پيش بيني رفتار بايوسنسورهاي گرافني با استفاده از شبكه هاي عصبي مصنوعي استاتيك"
   Javad Payandehpeyman, زهره نقيبي, كامبيز مرادي
   6th International Conference on Electrical Engineering and Intelligent Systems, 2022
3. "محاسبه ي مشخصه هاي يك مدار ديجيتال تمام جمع كننده با استفاده از روش مبتني بر طراحي لي آوت مدار و مقايسه ي آن با روش¬هاي مبتني بر مدل IBIS و روش هاي مبتني بر مدل SPICE"
   زهره نقيبي
   6th International Conference on Electrical Engineering and Intelligent Systems, 2022
4. "بررسي مشخصه هاي بلاك ديجيتال در پروسس كرنرهاي مختلف در سطح ترانزيستور"
   زهره نقيبي
   6th National Conference on Electrical Engineering and Intelligent Systems, 2022
5. "مدل سازي رفتار ارتعاشاتي نانو لوله هاي كربني با استفاده از شبكه هاي عصبي ديناميك"
   Javad Payandehpeyman, زهره نقيبي, كامبيز مرادي
   Investigation of the effect of temperature on the performance of nanomechanical sensors using static neural networks, 2022
6. "جانمايي و مسيريابي در تراشه پردازنده MIPS و محاسبه ي زمان، توان مصرفي و مساحت آن با استفاده از ابزارSoC Encounter"
   زهره نقيبي
   Investigation of the effect of temperature on the performance of nanomechanical sensors using static neural networks, 2022
7. "بررسي اثر دما بر روي كارايي سنسورهاي نانومكانيكي با استفاده از شبكه هاي عصبي استاتيك"
   زهره نقيبي, Javad Payandehpeyman, كامبيز مرادي
   The 1st International Conference on the Application of the Engineering in the Future of Iran-Iraq Relations, 2022
8. "Integrating Parallel Computation Technique to State-Space Dynamic Neural Network Modeling of Optical Fiber"
   a s, زهره نقيبي
   International Microsystems, Packaging, Assembly and Circuits Technology Conference, 2021
9. "Parallelizing Time-Delay Recurrent Neural Network Modeling Technique on Multi-Core Architectures"
   Sayyed Alireza Sadrossadat, زهره نقيبي
   International Microsystems, Packaging, Assembly and Circuits Technology Conference, 2021
10. "بررسي همبستگي خواص خوشههاي فلزات واسطه با روشهاي يادگيري ماشين"
    Alireza Kokabi, زهرا نصيري مهد, زهره نقيبي
    International Conference of Iranian Operations Research Society, 2021
11. "پيش بيني حالت ارتعاش فركانس پايين و انرژي بستگي عناصر واسطه با شبكه هاي عصبي عميق"
    Alireza Kokabi, زهرا نصيري مهد, زهره نقيبي
    International Conference of Iranian Operations Research Society, 2021