Get started
Author

Shamala Maniam

Observed names: Maniam, Shamala, shamala maniam
ORCID: 0009-0000-0387-5003
Observed ORCID: 0009-0000-0387-5003
OpenAlex ID: A5068740271
Smart irrigation management: IoT-based RNN-LSTM model for soil moisture prediction in precision agriculture
2026 · Shamala Maniam, Yei-Kheng Tee, et al. · Smart Agricultural Technology · 8
Climate-aware hybrid 1D-CNN-LSTM model for multi-layer soil moisture prediction in tropical Cocoa plantations
2025 · Sarowar Morshed Shawon, Mukter Zaman, et al. · Climate smart agriculture. · 7
Explainable Quantile CNN-LSTM model for uncertainty-aware multi-layer soil moisture prediction in tropical cocoa plantations
2026 · Sarowar Morshed Shawon, Mukter Zaman, et al. · Scientific Reports · 2
PDF
Enhancing Agricultural Sustainability: An IoT-Based RNN-LSTM Model for Precision Sub-Surface Moisture Monitoring and Irrigation Optimisation
2026 · Shamala Maniam, Erfan Memar, et al. · Annals of Emerging Technologies in Computing · 1
PDF
Investigation on the Fabrication Process of Copper, Zinc, Tin and Sulphur on Molybdenum as Back Contact for Microwire Solar Cell
2018 · Shamala Maniam, Wan Siti Halimatul, et al. · Asian Journal of Scientific Research · 1
PDF
Explainable Hybrid CNN-LSTM Framework with IG-Based Attribution Analysis for Robust Multi-Layer Soil Moisture Prediction in Tropical Cocoa Plantations
2025 · Sarowar Morshed Shawon, Mukter Zaman, et al. · Preprints.org
PDF
Recurrent neural network based integration of multiple sensors in a universal platform for internet of things devices
2025 · Maniam, Shamala · Siti Hasmah Digital Library-MMU Institutiona Repository (Multimedia University)
Flexible Solar on Fibers as substrates coated with Molybdenum and CZTS
2018 · Shamala Maniam, HY Wong, et al. · IEEE International Conference on Photonics
Works count: 10
Citation count: 19
H-index: 2
I10-index:
Year
Topic
Type