Author

Akanksha Sharma

Institution: Maulana Azad National Institute of Technology

Observed institution: Maulana Azad National Institute of Technology

ORCID: 0009-0007-3560-5332

Observed ORCID: 0009-0007-3560-5332

OpenAlex ID: A5105539346

Enhancing Option Pricing Accuracy in the Indian Market: A CNN-BiLSTM Approach

2024 · Akanksha Sharma, Chandan Kumar Verma, et al. · Computational Economics · 14

Non-parametric insights in option pricing: a systematic review of theory, implementation and future directions

2025 · Akanksha Sharma, Chandan Kumar Verma · Artificial Intelligence Review · 3

Embracing the Potential of Deep Learning: An Analytical Examination of LSTM Models in S&P 500 Option Pricing

2025 · Akanksha Sharma, Chandan Kumar Verma, et al. · Algorithms for intelligent systems · 3

Learning Gold Futures Price Dynamics Using Attention-Guided Temporal Deep Learning

2026 · Akanksha Sharma, Indu Rani, et al.

Advancing Yield Curve Analysis: Integrating Deep Learning Models with Technical Indicators

2026 · Indu Rani, Chandan Kumar Verma, et al. · Algorithms for intelligent systems

Improving Gold Price Prediction Accuracy Through Variational Mode Decomposition and Bayesian-Tuned Hybrid BiLSTM-BiGRU Model

2026 · Priya Singh, Akanksha Sharma · IEEE Access

Predicting Market Volatility: An Ensemble Approach for Enhanced India VIX Prediction

2025 · Priya Singh, Akanksha Sharma, et al. · Operations Research Forum

Leveraging stacked residual LSTM for enhanced option pricing accuracy

2025 · Akanksha Sharma, Chandan Kumar Verma · Annals of Operations Research

Leveraging Wavelet Transform & Deep Learning for Option Price Prediction: Insights from the Indian Derivative Market

2025 · Akanksha Sharma, Chandan Kumar Verma · Computational Economics

Toward Sustainable Energy Strategies: An Ensemble Deep Learning Framework for Crude Oil Futures Price Forecasting

2025 · Akanksha Sharma, Tushar Babulal Nandeshwar, et al. · International Conference on Recent Advances in Information Technology for Sustainable Development (ICRAIS)

Optimizing Option Price Prediction with Attention-Augmented Temporal Convolutions

2025 · Akanksha Sharma, Chandan Kumar Verma, et al.

Works count: 11

Citation count: 20

H-index: 3

I10-index: 1