Publications

18 papers in physics-informed machine learning, aerial wind sensing, wind-field reconstruction, energy forecasting, climate-risk intelligence, and embedded deployment.

18 total
2026

Prototype-Routed Exponential-Gated Residual Learning for Multi-Horizon Regional Electricity-Load Forecasting

Computers and Electrical Engineering

Izaz Ul Haq, Fang Liu, Denis Sidorov, Jiran Zhu, Suzhen Huang, Laeeq Aslam

Affordable and Clean Energy (SDG 7) Affordable and Clean Energy (SDG 7)
2026 Featured

Physics-Informed Multi-Gated Convolutional Recurrent Network for Extreme Wind Speed Prediction

Applied Energy

Laeeq Aslam, Runmin Zou, Yaohui Huang, Gang Li, Fatima Yaqoob, Sara Mouafik, Saad Yousaf

Affordable and Clean Energy (SDG 7) Affordable and Clean Energy (SDG 7) Climate Action (SDG 13) Climate Action (SDG 13)
2026

M²FMoE: Multi-Resolution Multi-View Frequency Mixture-of-Experts for Extreme-Adaptive Time Series Forecasting

AAAI Conference on Artificial Intelligence (AAAI)

Yaohui Huang, Runmin Zou, Yun Wang, Laeeq Aslam, Ruipeng Dong

2026

Regime-Conditioned Horizon-Aware Mixture-of-Experts for Spatio-Temporal Wind Forecasting

IEEE Access

Bowen Zou, Ming Li, and Laeeq Aslam

Affordable and Clean Energy (SDG 7) Affordable and Clean Energy (SDG 7) Climate Action (SDG 13) Climate Action (SDG 13)
2025 Featured

Physics-Informed Ensemble Learning for City-Center Grid Cell Temperature Prediction During Thermal Extremes

Urban Climate

Laeeq Aslam, Runmin Zou, Gang Li, Ebrahim Shahzad Awan, Sara Mouafik

Sustainable Cities and Communities (SDG 11) Sustainable Cities and Communities (SDG 11) Climate Action (SDG 13) Climate Action (SDG 13)
2025 Featured

Physics-Informed Spatio-Temporal Network with Trainable Adaptive Feature Selection for Short-Term Wind Speed Prediction

Computers & Electrical Engineering

Laeeq Aslam, Runmin Zou, Yaohui Huang, Ebrahim Shahzad Awan, Sharjeel Abid Butt, and Qian Zhou

Affordable and Clean Energy (SDG 7) Affordable and Clean Energy (SDG 7) Climate Action (SDG 13) Climate Action (SDG 13)
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2025

A Shallow Hybrid Model with Dynamic Bayesian Optimisation for Wind Speed Prediction on Memory-Constrained Devices

Computers & Electrical Engineering

Laeeq Aslam, Runmin Zou, Yaohui Huang, Fatima Yaqoob, Sharjeel Abid Butt, and Qian Zhou

Affordable and Clean Energy (SDG 7) Affordable and Clean Energy (SDG 7) Climate Action (SDG 13) Climate Action (SDG 13)
2025

Dynamic Optimization of Recurrent Networks for Wind Prediction on Edge Devices

IEEE Access

Laeeq Aslam, Runmin Zou, Ebrahim Shahzad Awan, Sayyed Shahid Hussain, Muhammad Asim, and Samia Allaoua Chelloug

Affordable and Clean Energy (SDG 7) Affordable and Clean Energy (SDG 7) Climate Action (SDG 13) Climate Action (SDG 13)
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2025

Hardware-Centric Exploration of the Discrete Design Space in Transformer–LSTM Models for Wind Speed Prediction on Memory-Constrained Devices

Energies

Laeeq Aslam, Runmin Zou, Ebrahim Shahzad Awan, Sayyed Shahid Hussain, Kashish Ara Shakil, Mudasir Ahmad Wani, and Muhammad Asim

Affordable and Clean Energy (SDG 7) Affordable and Clean Energy (SDG 7) Climate Action (SDG 13) Climate Action (SDG 13)
PDF
2025

A New Paradigm for Improved Image Steganography by Using Adaptive Number of Dominant Discrete Cosine Transform Coefficients

Preprint

Laeeq Aslam Sandhu, Ebrahim Shahzad, Fatima Yaqoob, Sharjeel Abid Butt, Wasim Khan, and I. M. Qureshi

PDF
2025

Enhanced Glacier Segmentation Using Physics-Informed Cascaded Swin-UNet (PICSw-UNet) Model

Preprints.org

Muhammad Y.S. Dasti, Fatima Yaqoob, Laeeq Aslam, Yushan Zhou, Akram Syed, and Yunsheng Zhang

Climate Action (SDG 13) Climate Action (SDG 13)
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2024

Integrating Physics-Informed Vectors for Improved Wind Speed Forecasting with Neural Networks

Asian Control Conference (ASCC)

Laeeq Aslam, Runmin Zou, Ebrahim Awan, and Sharjeel Abid Butt

Affordable and Clean Energy (SDG 7) Affordable and Clean Energy (SDG 7) Climate Action (SDG 13) Climate Action (SDG 13)
PDF
2024

Towards Efficient SOH Estimation for Lithium-ion Batteries via Structural Re-parameterization

IEEE Conference on Energy Internet and Energy System Integration (EI2)

Qian Zhou, Yun Wang, Guang Wu, and Laeeq Aslam

Affordable and Clean Energy (SDG 7) Affordable and Clean Energy (SDG 7)
PDF
2024

Exploring New Frontiers in Facial Expression Recognition: Dual DenseNet-201 and Landmark Distance Analytics in the Wild

IEEE Conference on Data Driven Control and Learning Systems (DDCLS)

Abdullahi Mohamed Hassan, Laeeq Aslam, and others

2020

Novel Image Steganography Based on Preprocessing of Secrete Messages to Attain Enhanced Data Security and Improved Payload Capacity

Traitement du Signal

Laeeq Aslam*, Ahmad Saeed, Ijaz Mansoor Qureshi, Muhammad Amir, and Waseem Khan

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2020

A New Computing Paradigm for Off-Grid Direction of Arrival Estimation Using Compressive Sensing

Wireless Communications and Mobile Computing

Hamid Ali Mirza, Laeeq Aslam, Muhammad Asif Zahoor Raja, Naveed Ishtiaq Chaudhary, Ijaz Mansoor Qureshi, and Aqdas Naveed Malik

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2020

Effect of Faulty Sensors on Estimation of Direction of Arrival and Other Parameters

Journal of Mechanics of Continua and Mathematical Sciences

Laeeq Aslam, Fawad Ahmad, Sohail Akhtar, Ebrahim Shahzad Awan, and Fatima Yaqoob

2017

Compressed Sensing Based Image Steganography System for Secure Transmission of Audio Message with Enhanced Security

International Journal of Computer Science and Network Security (IJCSNS)

Muhammad Zaheer, I. M. Qureshi, Zeeshan Muzaffar, and Laeeq Aslam

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