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Disambiguation of "Chattopadhyay, Ashesh"

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A test case for application of convolutional neural networks to spatio-temporal climate data: Re-identifying clustered weather patterns.

, , and . CoRR, (2018)

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Anupam Chattopadhyay

Dhrupadi Chattopadhyay

Shamita Chattopadhyay

Renate Chattopadhyay

Sibylle Chattopadhyay

 

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Deep learning-enhanced ensemble-based data assimilation for high-dimensional nonlinear dynamical systems., , , and . J. Comput. Phys., (March 2023)Analog forecasting of extreme-causing weather patterns using deep learning, , and . Journal of Advances in Modeling Earth Systems, 12 (2): e2019MS001958 (2020)Towards physically consistent data-driven weather forecasting: Integrating data assimilation with equivariance-preserving deep spatial transformers., , , , and . CoRR, (2021)Learning Closed-form Equations for Subgrid-scale Closures from High-fidelity Data: Promises and Challenges., , , , , and . CoRR, (2023)Deep learning-enhanced ensemble-based data assimilation for high-dimensional nonlinear dynamical systems., , , and . CoRR, (2022)Stable a posteriori LES of 2D turbulence using convolutional neural networks: Backscattering analysis and generalization to higher Re via transfer learning., , , and . J. Comput. Phys., (2022)OceanNet: A principled neural operator-based digital twin for regional oceans., , , , and . CoRR, (2023)Long-term stability and generalization of observationally-constrained stochastic data-driven models for geophysical turbulence., , , , and . CoRR, (2022)Analog forecasting of extreme-causing weather patterns using deep learning., , and . CoRR, (2019)A test case for application of convolutional neural networks to spatio-temporal climate data: Re-identifying clustered weather patterns., , and . CoRR, (2018)