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Ashesh Chattopadhyay

University of California System

16H指数
108论文数
2.1K被引数
收录论文 12
发表时间
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Generative forecasting with joint probability models基于联合概率模型的生成预测
errJournal of Computational Physics
IF3.8
err2026-09-30
err0
PREAI
errWyrod, Patrick; Chattopadhyay, Ashesh; Venturi, Daniele
err分享
err收藏
LUCIE: A Lightweight Uncoupled Climate Emulator With Long-Term Stability and Physical ConsistencyLUCIE：一个具有长期稳定性和物理一致性的轻量级解耦气候模拟器
errJOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS
IF4.6
err2025-11-06
err0
errOAAI
errGuan, Haiwen; Arcomano, Troy; Chattopadhyay, Ashesh; Maulik, Romit
err分享
err收藏
OceanNet: a principled neural operator-based digital twin for regional oceans
errSCIENTIFIC REPORTS
IF3.9
err2024-09-11
err1
errOAAI
errChattopadhyay, Ashesh; Gray, Michael; Wu, Tianning; Lowe, Anna B.; He, Ruoying
err分享
err收藏
Deep learning-enhanced ensemble-based data assimilation for high-dimensional nonlinear dynamical systems
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2023-03-01
err9
errOAAI
errChattopadhyay, Ashesh; Nabizadeh, Ebrahim; Bach, Eviatar; Hassanzadeh, Pedram
err分享
err收藏
Explaining the physics of transfer learning in data-driven turbulence modeling
errPNAS NEXUS
IF3.8
err2023-01-23
err27
errOAAI
errSubel, Adam; Guan, Yifei; Chattopadhyay, Ashesh; Hassanzadeh, Pedram
err分享
err收藏
Stable a posteriori LES of 2D turbulence using convolutional neural networks: Backscattering analysis and generalization to higher Re via transfer learning使用卷积神经网络的2D湍流的稳定后验LES: 通过转移学习进行反向散射分析和推广到更高的Re
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2022-06-01
err61
errOAAI
errGuan, Yifei; Chattopadhyay, Ashesh; Subel, Adam; Hassanzadeh, Pedram
err分享
err收藏
Towards physics-inspired data-driven weather forecasting: integrating data assimilation with a deep spatial-transformer-based U-NET in a case study with ERA5
errGEOSCIENTIFIC MODEL DEVELOPMENT
IF4.9
err2022-03-16
err28
errOAAI
errChattopadhyay, Ashesh; Mustafa, Mustafa; Hassanzadeh, Pedram; Bach, Eviatar; Kashinath, Karthik
err分享
err收藏
Transfer learning of deep neural networks for predicting thermoacoustic instabilities in combustion systems
errENERGY AND AI
IF9.6
err2021-09-01
err9
errOAAI
errMondal, Sudeepta; Chattopadhyay, Ashesh; Mukhopadhyay, Achintya; Ray, Asok
err分享
err收藏
Data-driven subgrid-scale modeling of forced Burgers turbulence using deep learning with generalization to higher Reynolds numbers via transfer learning
errPHYSICS OF FLUIDS
IF4.3
err2021-03-01
err65
errOAAI
errSubel, Adam; Chattopadhyay, Ashesh; Guan, Yifei; Hassanzadeh, Pedram
err分享
err收藏
Physics-informed machine learning: case studies for weather and climate modelling以物理为基础的机器学习: 天气和气候建模的案例研究
errPHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
IF3.7
err2021-02-15
err329
errOAAI
errKashinath, K.; Mustafa, M.; Albert, A.; Wu, J-L.; Jiang, C.; Esmaeilzadeh, S.; Azizzadenesheli, K.; Wang, R.; Chattopadhyay, A.; Singh, A.; Manepalli, A.; Chirila, D.; Yu, R.; Walters, R.; White, B.; Xiao, H.; Tchelepi, H. A.; Marcus, P.; Anandkumar, A.; Hassanzadeh, P.; Prabhat
err分享
err收藏
Predicting clustered weather patterns: A test case for applications of convolutional neural networks to spatio-temporal climate data
errSCIENTIFIC REPORTS
IF3.9
err2020-01-28
err124
errOAAI
errChattopadhyay, Ashesh; Hassanzadeh, Pedram; Pasha, Saba
err分享
err收藏
Spline Based Shape Prediction and Analysis of Uniformly Rotating Sessile and Pendant Droplets
errLANGMUIR
IF3.9
err2017-05-25
err11
PREAI
errJakhar, Karan; Chattopadhyay, Ashesh; Thakur, Atul; Raj, Rishi
err分享
err收藏

研究方向

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合作学者
合作期刊
H
Hamdi A. Tchelepi
H 指数: 60 · 论文数: 488
A
Anima Anandkumar
H 指数: 57 · 论文数: 453
A
Asok Ray
H 指数: 51 · 论文数: 978
R
Ruoying He
H 指数: 47 · 论文数: 208
P
Prabhat
H 指数: 37 · 论文数: 192
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