Kamyar Azizzadenesheli

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Katkıda bulunan yazarlar

Anima AnandkumarCalifornia Institute of Technology and NVIDIAcaltech.edu üzerinde doğrulanmış e-posta adresine sahip
Zongyi LiCaltechcaltech.edu üzerinde doğrulanmış e-posta adresine sahip
Nikola KovachkiCalifornia Institute of Technologycaltech.edu üzerinde doğrulanmış e-posta adresine sahip
Burigede LiuGranta Design Assistant Professor, University of Cambridgecam.ac.uk üzerinde doğrulanmış e-posta adresine sahip
Kaushik BhattacharyaCalifornia Institute of Technologycaltech.edu üzerinde doğrulanmış e-posta adresine sahip
Andrew M StuartComputing + Mathematical Sciences, Caltechcaltech.edu üzerinde doğrulanmış e-posta adresine sahip
Zachary C. LiptonRaj Reddy Associate Professor of Machine Learning @ Carnegie Mellon University; CTO + CSO @ Abridgecmu.edu üzerinde doğrulanmış e-posta adresine sahip
Jean KossaifiSenior Research Scientist at NVIDIAnvidia.com üzerinde doğrulanmış e-posta adresine sahip
Karthik KashinathPrincipal Scientist & Engineer, NVIDIAnvidia.com üzerinde doğrulanmış e-posta adresine sahip
Zachary E. RossCalifornia Institute of Technologycaltech.edu üzerinde doğrulanmış e-posta adresine sahip
Yisong YueCalifornia Institute of Technology; Asari AI; Latitude AIcaltech.edu üzerinde doğrulanmış e-posta adresine sahip
Jeremy BernsteinCSAIL, MITmit.edu üzerinde doğrulanmış e-posta adresine sahip
Sahin LaleCaltechcaltech.edu üzerinde doğrulanmış e-posta adresine sahip
Babak HassibiMose and Lilian S. Bohn Professor of Electrical Engineeringcaltech.edu üzerinde doğrulanmış e-posta adresine sahip
Jaideep PathakNVIDIAnvidia.com üzerinde doğrulanmış e-posta adresine sahip
Soheil EsmaeilzadehFacebook AI | Stanford Ph.D.stanford.edu üzerinde doğrulanmış e-posta adresine sahip
Peter HarringtonNERSC, Lawrence Berkeley National Laboratorylbl.gov üzerinde doğrulanmış e-posta adresine sahip
Morteza MardaniNVIDIA Research & Stanford Universitynvidia.com üzerinde doğrulanmış e-posta adresine sahip
Soon-Jo ChungBren Professor of Control and Dynamical Systems at Caltech; JPL Senior Research Scientistcaltech.edu üzerinde doğrulanmış e-posta adresine sahip
Guanya ShiAssistant Professor, Robotics Institute, Carnegie Mellon Universityandrew.cmu.edu üzerinde doğrulanmış e-posta adresine sahip

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Kamyar Azizzadenesheli

Nvidia

nvidia.com üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa

Machine Learning


Başlık Alıntılara göre sırala Yıla göre sırala Başlığa göre sırala	Alıntı yapanlar Alıntı yapanlar	Yıl
Fourier neural operator for parametric partial differential equations Z Li, N Kovachki, K Azizzadenesheli, B Liu, K Bhattacharya, A Stuart, ... arXiv preprint arXiv:2010.08895, 2020	2835	2020
signSGD: Compressed optimisation for non-convex problems J Bernstein, YX Wang, K Azizzadenesheli, A Anandkumar International Conference on Machine Learning, 560-569, 2018	1209	2018
Neural operator: Learning maps between function spaces with applications to pdes N Kovachki, Z Li, B Liu, K Azizzadenesheli, K Bhattacharya, A Stuart, ... Journal of Machine Learning Research 24 (89), 1-97, 2023	1004	2023
Fourcastnet: A global data-driven high-resolution weather model using adaptive fourier neural operators J Pathak, S Subramanian, P Harrington, S Raja, A Chattopadhyay, ... arXiv preprint arXiv:2202.11214, 2022	864*	2022
Neural operator: Graph kernel network for partial differential equations Z Li, N Kovachki, K Azizzadenesheli, B Liu, K Bhattacharya, A Stuart, ... arXiv preprint arXiv:2003.03485, 2020	756	2020
Stochastic activation pruning for robust adversarial defense GS Dhillon, K Azizzadenesheli, ZC Lipton, J Bernstein, J Kossaifi, ... International Conference on Learning Representations (ICLR) 2018, 2018	716	2018
Physics-informed neural operator for learning partial differential equations Z Li, H Zheng, N Kovachki, D Jin, H Chen, B Liu, K Azizzadenesheli, ... ACM/JMS Journal of Data Science 1 (3), 1-27, 2024	526	2024
Physics-informed machine learning: case studies for weather and climate modelling K Kashinath, M Mustafa, A Albert, JL Wu, C Jiang, S Esmaeilzadeh, ... Philosophical Transactions of the Royal Society A 379 (2194), 20200093, 2021	523	2021
Multipole Graph Neural Operator for Parametric Partial Differential Equations Z Li, N Kovachki, K Azizzadenesheli, B Liu, K Bhattacharya, A Stuart, ... Neural Information Processing Systems (Neurips) 2020, 2020	443	2020
U-FNO—An enhanced Fourier neural operator-based deep-learning model for multiphase flow G Wen, Z Li, K Azizzadenesheli, A Anandkumar, SM Benson Advances in Water Resources 163, 104180, 2022	388	2022
Neural lander: Stable drone landing control using learned dynamics G Shi, X Shi, M O’Connell, R Yu, K Azizzadenesheli, A Anandkumar, ... 2019 International Conference on Robotics and Automation (ICRA), 9784-9790, 2019	362	2019
Regularized learning for domain adaptation under label shifts K Azizzadenesheli, A Liu, F Yang, A Anandkumar arXiv preprint arXiv:1903.09734, 2019	252	2019
signSGD with Majority Vote is Communication Efficient and Fault Tolerant J Bernstein, J Zhao, K Azizzadenesheli, A Anandkumar International Conference on Learning Representations (ICLR) 2019, 2018	223	2018
Efficient Exploration through Bayesian Deep Q-Networks K Azizzadenesheli, A Anandkumar Neural Information Processing Systems (NIPS) 2017 Workshop, 2018	215	2018
Neural-fly enables rapid learning for agile flight in strong winds M O’Connell, G Shi, X Shi, K Azizzadenesheli, A Anandkumar, Y Yue, ... Science Robotics 7 (66), eabm6597, 2022	208	2022
Eikonet: Solving the eikonal equation with deep neural networks JD Smith, K Azizzadenesheli, ZE Ross IEEE Transactions on Geoscience and Remote Sensing 2020, 2020	181	2020
Reinforcement learning of POMDPs using spectral methods K Azizzadenesheli, A Lazaric, A Anandkumar 29th Annual Conference on Learning Theory (COLT) 2016, 2016	156	2016
Neural operator: Graph kernel network for partial differential equations A Anandkumar, K Azizzadenesheli, K Bhattacharya, N Kovachki, Z Li, ... ICLR 2020 Workshop on Integration of Deep Neural Models and Differential …, 2020	149	2020
Burigede liu, Kaushik Bhattacharya, Andrew Stuart, and Anima Anandkumar. Fourier neural operator for parametric partial differential equations Z Li, NB Kovachki, K Azizzadenesheli International Conference on Learning Representations 2 (3), 4, 2021	136	2021
Artificial intelligence for science in quantum, atomistic, and continuum systems X Zhang, L Wang, J Helwig, Y Luo, C Fu, Y Xie, M Liu, Y Lin, Z Xu, K Yan, ... arXiv preprint arXiv:2307.08423, 2023	134	2023

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