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Understanding LSTM Networks for Weather Forecasting
A hands-on walkthrough of building an LSTM-based time-series weather classifier achieving 95.57% accuracy — covers architecture, data preprocessing, training strategy, and key lessons learned.
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Bias Correction in NWP Temperature Models using LSTM
Deep dive into correcting systematic biases in Numerical Weather Prediction models using LSTM. Based on our IEEE ICRITO 2025 paper — 13% accuracy improvement and R² of 0.9408.
Deep Learning for Automated Mosquito Species Identification
How ensemble deep learning (VGG16 + ResNet50 + EfficientNet) identifies Zika virus mosquito vectors from wing morphology images. IEEE ICIPTM 2026.
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