logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
P

Pedram Hassanzadeh

university of chicago

24H-index
190Paper Count
3.1KCitation Count
Published Papers 31
Publication Date
logo
Benchmarking Regional Thermodynamic Trends in an AI Emulator, ACE2, and a Hybrid Model, NeuralGCM
errGeophysical Research Letters
IF4.6
err2026-05-14
err0
errOAAI
errKatharine Rucker; Ian Baxter; Pedram Hassanzadeh; Tiffany A. Shaw; Hamid A. Pahlavan
errShare
errSave
Benchmarking Atmospheric Circulation Variability in an AI Emulator, ACE2, and a Hybrid Model, NeuralGCM
errGeophysical Research Letters
IF4.6
err2026-02-15
err0
errOAAI
errI. Baxter; H. A. Pahlavan; P. Hassanzadeh; K. Rucker; T. A. Shaw
errShare
errSave
Machine Learning for Climate Physics and Simulations
errANNUAL REVIEW OF CONDENSED MATTER PHYSICS
IF30.7
err2024-11-26
err2
errOAAI
errLai, Ching-Yao; Hassanzadeh, Pedram; Sheshadri, Aditi; Sonnewald, Maike; Ferrari, Raffaele; Balaji, Venkatramani
errShare
errSave
Volatile atmospheres of lava worlds
errASTRONOMY & ASTROPHYSICS
IF5.8
err2024-08-01
err3
errOAAI
errMaurice, M.; Dasgupta, R.; Hassanzadeh, P.
errShare
errSave
An eddy-zonal flow feedback model for propagating annular modes (vol 78, pg 249, 2021)
erradvances in atmospheric sciences
IF2.8
err2023-04-01
err0
PREAI
errLubis, Sandro W.; Hassanzadeh, Pedram
errShare
errSave
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
errShare
errSave
Redox Evolution of the Crystallizing Terrestrial Magma Ocean and Its Influence on the Outgassed Atmosphere
errPLANETARY SCIENCE JOURNAL
IF4.3
err2023-02-13
err8
errOAAI
errMaurice, Maxime; Dasgupta, Rajdeep; Hassanzadeh, Pedram
errShare
errSave
Kolmogorov n-width and Lagrangian physics-informed neural networks: A causality-conforming manifold for convection-dominated PDEs
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-02-01
err22
errOAAI
errMojgani, Rambod; Balajewicz, Maciej; Hassanzadeh, Pedram
errShare
errSave
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
errShare
errSave
Stable a posteriori LES of 2D turbulence using convolutional neural networks: Backscattering analysis and generalization to higher Re via transfer learning
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2022-06-01
err61
errOAAI
errGuan, Yifei; Chattopadhyay, Ashesh; Subel, Adam; Hassanzadeh, Pedram
errShare
errSave
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
errShare
errSave
The 3D Structure of Northern Hemisphere Blocking Events: Climatology, Role of Moisture, and Response to Climate Change
errJOURNAL OF CLIMATE
IF4
err2021-09-27
err19
errOAAI
errNabizadeh, Ebrahim; Lubis, Sandro W.; Hassanzadeh, Pedram
errShare
errSave
A data-driven, physics-informed framework for forecasting the spatiotemporal evolution of chaotic dynamics with nonlinearities modeled as exogenous forcings
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2021-09-01
err10
errOAAI
errKhodkar, M. A.; Hassanzadeh, Pedram
errShare
errSave
Eddy-Length-Scale Response to Static Stability Change in an Idealized Dry Atmosphere: A Linear Response Function Approach
erradvances in atmospheric sciences
IF2.8
err2021-05-27
err1
errOAAI
errChan, Pak Wah; Hassanzadeh, Pedram; Kuang, Zhiming
errShare
errSave
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
errShare
errSave
Physics-informed machine learning: case studies for weather and climate modelling
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
errShare
errSave
An Eddy-Zonal Flow Feedback Model for Propagating Annular Modes
erradvances in atmospheric sciences
IF2.8
err2021-01-01
err10
errOAAI
errLubis, Sandro W.; Hassanzadeh, Pedram
errShare
errSave
Effects of climate change on the movement of future landfalling Texas tropical cyclones
errNATURE COMMUNICATIONS
IF15.7
err2020-07-03
err31
errOAAI
errHassanzadeh, Pedram; Lee, Chia-Ying; Nabizadeh, Ebrahim; Camargo, Suzana J.; Ma, Ding; Yeung, Laurence Y.
errShare
errSave
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
errShare
errSave
Quantifying the Annular Mode Dynamics in an Idealized Atmosphere
erradvances in atmospheric sciences
IF2.8
err2019-04-22
err13
errOAAI
errHassanzadeh, Pedram; Kuang, Zhiming
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
S
Suzana J. Camargo
H-index: 71 · Papers: 368
E
Elizabeth A. Barnes
H-index: 61 · Papers: 402
H
Hamdi A. Tchelepi
H-index: 60 · Papers: 486
A
Anima Anandkumar
H-index: 57 · Papers: 453
R
Rajdeep Dasgupta
H-index: 57 · Papers: 295
View more