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Mayur Mudigonda
Mayur Mudigonda
Research Scientist, Berkeley National Lab
Verified email at berkeley.edu
Title
Cited by
Cited by
Year
Exascale deep learning for climate analytics
T Kurth, S Treichler, J Romero, M Mudigonda, N Luehr, E Phillips, ...
SC18: International conference for high performance computing, networking …, 2018
3052018
Manipulation by feel: Touch-based control with deep predictive models
S Tian, F Ebert, D Jayaraman, M Mudigonda, C Finn, R Calandra, ...
2019 International Conference on Robotics and Automation (ICRA), 818-824, 2019
1252019
Novel deep learning methods for track reconstruction
S Farrell, P Calafiura, M Mudigonda, D Anderson, JR Vlimant, S Zheng, ...
arXiv preprint arXiv:1810.06111, 2018
1192018
Hamiltonian Monte Carlo without detailed balance
J Sohl-Dickstein, M Mudigonda, M DeWeese
International Conference on Machine Learning, 719-726, 2014
832014
The HEP. TrkX Project: deep neural networks for HL-LHC online and offline tracking
S Farrell, D Anderson, P Calafiura, G Cerati, L Gray, J Kowalkowski, ...
EPJ Web of Conferences 150, 00003, 2017
582017
ClimateNet: An expert-labelled open dataset and Deep Learning architecture for enabling high-precision analyses of extreme weather
Prabhat, K Kashinath, M Mudigonda, S Kim, L Kapp-Schwoerer, ...
Geoscientific Model Development Discussions 2020, 1-28, 2020
542020
Segmenting and tracking extreme climate events using neural networks
M Mudigonda, S Kim, A Mahesh, S Kahou, K Kashinath, D Williams, ...
Deep Learning for Physical Sciences (DLPS) Workshop, held with NIPS Conference, 2017
382017
Inner engineering practices and advanced 4-day isha yoga retreat are associated with cannabimimetic effects with increased endocannabinoids and short-term and sustained …
S Sadhasivam, S Alankar, R Maturi, RV Vishnubhotla, M Mudigonda, ...
Evidence-Based Complementary and Alternative Medicine 2020, 2020
272020
The HEP. TrkX project: deep learning for particle tracking
A Tsaris, D Anderson, J Bendavid, P Calafiura, G Cerati, J Esseiva, ...
Journal of Physics: Conference Series 1085, 042023, 2018
262018
Isha yoga practices and participation in Samyama Program are associated with reduced HbA1C and systemic inflammation, improved lipid profile, and short-term and sustained …
S Sadhasivam, S Alankar, R Maturi, A Williams, RV Vishnubhotla, ...
Frontiers in Psychology 12, 659667, 2021
172021
Generalization properties of machine learning based weather model downscaling
A Manepalli, A Singh, M Mudigonda, B White, A Albert
Proceedings of the international conference on learning representations, 1-8, 2020
82020
Deep learning for extreme weather detection
M Prabhat, E Racah, J Biard, Y Liu, M Mudigonda, K Kashinath, ...
AGU Fall Meeting Abstracts 2017, IN11A-0022, 2017
72017
Deep learning for detecting extreme weather patterns
M Mudigonda, P Ram, K Kashinath, E Racah, A Mahesh, Y Liu, ...
Deep Learning for the Earth Sciences: A Comprehensive Approach to Remote …, 2021
52021
The HEP
S Farrell, D Anderson, P Calafiura, G Cerati, L Gray, J Kowalkowski, ...
TrkX Project: deep neural networks for HL-LHC online and offline tracking …, 2017
52017
Advanced meditation and vegan diet increased acylglycines and reduced lipids associated with improved health: A prospective longitudinal study
RV Vishnubhotla, PL Wood, A Verma, JE Cebak, S Hariri, M Mudigonda, ...
Journal of Integrative and Complementary Medicine 28 (8), 674-682, 2022
42022
Learning and inference in sparse coding models with Langevin dynamics
MYS Fang, M Mudigonda, R Zarcone, A Khosrowshahi, BA Olshausen
Neural Computation 34 (8), 1676-1700, 2022
42022
Investigating deep reinforcement learning for grasping objects with an anthropomorphic hand
M Mudigonda, P Agrawal, M Deweese, J Malik
42018
Assessing uncertainty in deep learning techniques that identify atmospheric rivers in climate simulations
A Mahesh, M Mudigonda, SK Kim, K Kashinath, S Kahou, V Michalski, ...
AGU Fall Meeting Abstracts 2017, IN11E-06, 2017
32017
ClimateNet: bringing the power of Deep Learning to the climate community via open datasets and architectures
M Prabhat, K Kashinath, T Kurth, M Mudigonda, A Mahesh, BA Toms, ...
AGU Fall Meeting Abstracts 2018, ED53E-0758, 2018
22018
Probabilistic detection of extreme weather using deep learning methods
A Mahesh, TA O'Brien, WD Collins, MF Wehner, M Prabhat, K Kashinath, ...
AGU Fall Meeting Abstracts 2018, U14B-12, 2018
22018
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