Publications

Kumar, G.D., Pradhan, K.C. Assessing the district-level flood vulnerability in Bihar, eastern India: an integrated socioeconomic and environmental approach. Environ Monit Assess 196, 799 (2024). https://doi.org/10.1007/s10661-024-12952-0

[Conference Paper]

Kumar, G. D., Pradhan, K. C., & Tyagi, S. (2024). Deep Learning Forecasting: An LSTM Neural Architecture based Approach to Rainfall and Flood Impact Predictions in Bihar. Procedia Computer Science, 235, 1455-1466.

[Book Chapter]

Kumar, G. D., Tyagi, S., & Pradhan, K. C. (2024). Predictive ML analysis: Rainfall & flood vulnerability in Bihar, India. In Artificial Intelligence and Information Technologies (pp. 447-453). CRC Press. PDF Version