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Amandeep

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Open access Aug 2026

Weather forecasting using agentic ai

Traditionally, weather forecasting has been achieved by numerical weather prediction (NWP) systems built from physics-based models that numerically integrate the equations of motion for air on a supercomputer, which are accurate but expensive to run, can be in error due to chaotic dynamics in the atmosphere, and requir...

Amandeep, Dharmander Kumar, Jyoti et al. · 0 citations
Open access 2026

Predictive Analytics for Stock Market Trends: A Comparative Study of SARIMA and LSTM Architectures for NIFTY Index Forecasting

The results support the broader view that nonlinear, feature-rich deep-learning models tend to dominate linear statistical models during structural market disruption, while the confounding effects of the unequal input sets and the atypical test window are discussed explicitly as limitations.

Mansi, Amandeep · 0 citations
Open access Jul 2026

Comparative Evaluation of Machine Learning, Deep Learning, and LLM-Based Reasoning for Server Selection in 5G Multi-Access Edge Computing

The growing demand for ultra-low-latency, high-throughput services (with 5G networks) will succeed the (proliferation of 5G networks) multi-access edge computing (MEC). Thus enabling the next phase of communication systems. In a 5G MEC architecture, the choice of when to offload a computation in an Edge Cloud server or...

Amandeep, Ankit, Dharmender Kumar et al. · 0 citations
Open access 2026

Explainable Hybrid Transformer Model Based Fake News Detection System

This paper presents an extensive study of fake news detection, which involves manually curated linguistic features, classic machine learning techniques, DL, transfomer, and fusion multimodal, and examines the key multimodal benchmark, the Fakeddit dataset.

Anurag, Amandeep · 0 citations

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