متابعة
Pritthijit Nath
Pritthijit Nath
MRes + PhD AI4ER CDT, University of Cambridge
بريد إلكتروني تم التحقق منه على cam.ac.uk - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
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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مقالات 1–9