עקוב אחר
Pritthijit Nath
Pritthijit Nath
MRes + PhD AI4ER CDT, University of Cambridge
כתובת אימייל מאומתת בדומיין cam.ac.uk - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Long-term time-series pollution forecast using statistical and deep learning methods‏
P Nath, P Saha, AI Middya, S Roy‏
Neural Computing and Applications 33 (19), 12551-12570, 2021‏
1002021
Forecasting tropical cyclones with cascaded diffusion models‏
P Nath, P Shukla, S Wang, C Quilodrán-Casas‏
2024 ICLR Workshop on Tackling Climate Change with Machine Learning, 2024‏
82024
Hybrid learning model for spatio-temporal forecasting of PM using aerosol optical depth‏
P Nath, B Roy, P Saha, AI Middya, S Roy‏
Neural Computing and Applications 34 (23), 21367–21386, 2022‏
72022
Empirical assessment of transformer-based neural network architecture in forecasting pollution trends‏
P Nath, AI Middya, S Roy‏
International Journal of Data Science and Analytics, 1-17, 2023‏
42023
Cloud native remote monitoring data ecosystem for aging population based on commercial AAL sensors‏
K Wang, P Nath, J Kaur, S Cao, PP Morita‏
2023 45th Annual International Conference of the IEEE Engineering in …, 2023‏
22023
Improving temporal predictions through time-series labeling using matrix profile and motifs‏
P Saha, P Nath, AI Middya, S Roy‏
Neural Computing and Applications 34 (16), 13169-13185, 2022‏
22022
Improving tropical cyclone forecasting with video diffusion models‏
Z Ren, P Nath, P Shukla‏
arXiv preprint arXiv:2501.16003, 2025‏
2025
Estimating atmospheric variables from digital typhoon satellite images via conditional denoising diffusion models‏
Z Ling, P Nath, C Quilodrán-Casas‏
2024 NeurIPS Workshop on Tackling Climate Change with Machine Learning, 2024‏
2024
RAIN: Reinforcement algorithms for improving numerical weather and climate models‏
P Nath, H Moss, E Shuckburgh, M Webb‏
2024 NeurIPS Workshop on Tackling Climate Change with Machine Learning, 2024‏
2024
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מאמרים 1–9