Sushil Punia

Forecasting and planning during a pandemic: COVID-19 growth rates, supply chain disruptions, and governmental decisions

Sushil Punia, Andreas Schäfers, Christos Tsinopoulos et al. · European Journal of Operational Research · 2020 · 485 citations · Full text

Policy Analysis, Covid-19 Growth Rates, Engineering +14

Deep learning with long short-term memory networks and random forests for demand forecasting in multi-channel retail

Sushil Punia, Surya Prakash Singh, Jitender Madaan et al. · International Journal of Production Research · 2020 · 180 citations

Forecasting Methodology, Engineering, Machine Learning +17

Predictive analytics for demand forecasting: A deep learning-based decision support system

Sushil Punia, Sonali Shankar · Knowledge-Based Systems · 2022 · 89 citations

Forecasting Methodology, Engineering, Machine Learning +7

Forecasting container throughput with long short-term memory networks

Sonali Shankar, P. Vigneswara Ilavarasan, Sushil Punia et al. · Industrial Management & Data Systems · 2019 · 74 citations

Forecasting Methodology, Engineering, Machine Learning +16

A cross-temporal hierarchical framework and deep learning for supply chain forecasting

Sushil Punia, Surya Prakash Singh, Jitender Madaan · Computers & Industrial Engineering · 2020 · 70 citations

Forecasting Methodology, Engineering, Machine Learning +14