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Muhammad Israr

AI-assisted PDFP-based PINNs for heat regulation of nanofluid in industrial cooling enclosures around circular barriers
2026 · Muhammad Israr, Assad Ayub, et al. · International Communications in Heat and Mass Transfer · 8
L-BFGS optimizer based PINNs framework for magnetized Eyring-Powell flow in vertical channel: Applications to pin-fin heat sink design
2025 · Maalee Almheidat, Mohammad Alqudah, et al. · Case Studies in Thermal Engineering · 8
A preconditioned quasi-newton optimizer for efficient training of PINNs
2025 · Shahbaz Ahmad, Muhammad Israr · Machine learning for computational science and engineering · 7
Stoichiometric Modeling and Stability Analysis of Synthesis of Alkane Reactions Using PINNs with PDFP Optimization: Applications in Pharmaceutical, Rubber, and Fuel
2026 · Muhammad Israr, Muhammad Kaleem, et al. · Journal of Chemical Information and Modeling · 3
Classification of normal and abnormal heart by classifying PCG signal using MFCC coefficients and CGP-ANN classifier
2023 · Muhammad Israr, Muhammad Zia, et al. · Mehran University Research Journal of Engineering and Technology · 3
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Paraffin wax–sand nanoparticles based heat transport of nanofluid in E-Shaped structures: Physics-informed neural networks
2026 · Kashif Khurshid, Muhammad Israr, et al. · Engineering Applications of Artificial Intelligence · 2
Physics-informed neural network modeling of antipyrine reaction kinetics in chemical synthesis pathways with applications in reaction mechanism analysis and process modeling
2026 · Muhammad Israr, Aaqib Hussain Shah, et al. · Chemical Engineering Science · 1
Stoichiometry Driven cPINN Modeling of Phenol Synthesis: Application in Enzyme Mediated, Biosynthetic Pathways, Bioengineering and Pharmaceutical Sciences
2026 · Muhammad Asif, Majid Khan, et al. · International Journal of Chemical Kinetics · 1
Mean-Curvature-Regularized Deep Image Prior with Soft Attention for Image Denoising and Deblurring
2025 · Muhammad Israr, Shahbaz Ahmad, et al. · Mathematics · 1
Enhancing Deep Image Prior with Multiscale Attention, SVD Pooling, and Preconditioned Optimizers for Image Processing
2025 · Muhammad Israr, Waqar Afzal, et al. · European Journal of Pure and Applied Mathematics · 1
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Design and analysis of modular moving magnet linear oscillating actuator for compressor in refrigeration system
2022 · Mehtab Khan, Adnan Daud Khan, et al. · World Journal of Engineering · 1
Stoichiometric modeling, existence, stability, and optimal control of multi-species sodium carbonate formation using cPINNs with PDFP optimization
2026 · Muhammad Asif, Muhammad Sajjad, et al. · Chemical Engineering Science
Nonlinear kinetic modeling, stability, and optimal control of phenol synthesis using physics informed neural networks: applications in pharmaceuticals and polymer industries
2026 · Aaqib Hussain Shah, Aneela Rehman, et al. · Chemical Product and Process Modeling
Four hidden layers-based causal PINNs guided thermal engineering study of ternary nanofluid with PDFP optimizer: Multifactorial aspects
2026 · Faizan Arshid, Assad Ayub, et al. · Advances in Complex Systems
Supervised AdamW Optimizer Based Guided Physics Informed Neural Network for Sigmoid Controlled Variable Fractional System: Hyperchaos in Electrical Circuits
2026 · Muhammad Asif, Assad Ayub, et al. · Doklady Physics
PDFP-enhanced physics-informed neural networks for solving higher-order PDEs: Application to engineering beam problems
2026 · Shahbaz Ahmad, Neha Zaman, et al. · Mechanical Engineering Advances
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Speaker Verification System Based On Cartesian Genetic Programming (CGP) And Cartesian Genetic Programming Evolved ANN (CGP-E-ANN)
2022 · Faheem Ullah, Irfan Khattak, et al. · International Journal of Engineering Works
Performance and design comparison of moving-magnet linear oscillating actuators based on their mover positions
2022 · Afaq Ahmad, Zahoor Ahmad, et al. · World Journal of Engineering
Works count: 18
Citation count: 36
H-index: 3
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