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ORCIDPradeep Ramuhalli
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- affiliation: Pacific Northwest National Laboratory, Richland, WA, USA
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2020 – today
- 2024
[j5]Kishansingh Rajput
, Malachi Schram, Willem Blokland, Yasir Alanazi, Pradeep Ramuhalli, Alexander Zhukov, Charles Peters, Ricardo Vilalta:
Robust errant beam prognostics with conditional modeling for particle accelerators. Mach. Learn. Sci. Technol. 5(1): 15044 (2024)- [c7]Agniva Chowdhury, Pradeep Ramuhalli:
A Provably Accurate Randomized Sampling Algorithm for Logistic Regression. AAAI 2024: 11597-11605 - [c6]Bryan P. Maldonado, Frank Liu, Nolan Goth, Pradeep Ramuhalli, Matthew Howell, Ryuji Maekawa, Brian D. Degraff, Sarah Cousineau:
Transient Optimization of the Cryogenic Moderator System Controller at the Spallation Neutron Source for Improved Performance. CCTA 2024: 446-451 - [i5]Agniva Chowdhury, Pradeep Ramuhalli:
A Provably Accurate Randomized Sampling Algorithm for Logistic Regression. CoRR abs/2402.16326 (2024) - 2023
- [c5]Katarzyna Borowiec, Dan Lu, Vikas Chandan, Samrat Chatterjee, Pradeep Ramuhalli, Ramakrishna Tipireddy, Mahantesh Halappanavar, Frank Liu:
Accelerating Scientific Simulations with Bi-Fidelity Weighted Transfer Learning. ICMLA 2023: 994-999 - [i4]Yasir Alanazi, Malachi Schram, Kishansingh Rajput, Steven Goldenberg, Lasitha Vidyaratne, Chris Pappas, Majdi I. Radaideh, Dan Lu, Pradeep Ramuhalli, Sarah Cousineau:
Multi-module based CVAE to predict HVCM faults in the SNS accelerator. CoRR abs/2304.10639 (2023) - [i3]Kishansingh Rajput, Malachi Schram, Willem Blokland, Yasir Alanazi, Pradeep Ramuhalli, Alexander Zhukov, Charles Peters, Ricardo Vilalta:
Robust Errant Beam Prognostics with Conditional Modeling for Particle Accelerators. CoRR abs/2312.10040 (2023) - 2022
- [i2]Majdi I. Radaideh, Chris Pappas, Mark Wezensky, Pradeep Ramuhalli, Sarah Cousineau:
Fault Prognosis in Particle Accelerator Power Electronics Using Ensemble Learning. CoRR abs/2209.15570 (2022) - 2021
- [i1]Willem Blokland, Pradeep Ramuhalli, Charles Peters, Yigit A. Yucesan, Alexander Zhukov, Malachi Schram, Kishansingh Rajput, Torri Jeske:
Uncertainty aware anomaly detection to predict errant beam pulses in the SNS accelerator. CoRR abs/2110.12006 (2021)
2010 – 2019
- 2015
- [c4]Surajit Roy, Gerges Dib, Pradeep Ramuhalli, Evelyn H. Hirt, Matthew S. Prowant, Lorenzo Luzi, Allan F. Pardini, Stan G. Pitman:
Progress towards prognostic health management of passive components in advanced reactors - Model selection and evaluation. ICPHM 2015: 1-8 - 2013
- [j4]Jamie Coble, Pradeep Ramuhalli, Ryan Meyer, Hash Hashemian:
Online sensor calibration assessment in nuclear power systems. IEEE Instrum. Meas. Mag. 16(3): 32-37 (2013) - 2011
- [j3]Tariq Khan, Pradeep Ramuhalli, Sarat C. Dass:
Particle-Filter-Based Multisensor Fusion for Solving Low-Frequency Electromagnetic NDE Inverse Problems. IEEE Trans. Instrum. Meas. 60(6): 2142-2153 (2011) - 2010
- [j2]Zheng Liu, Hiroyuki Ukida, Pradeep Ramuhalli, David S. Forsyth:
Integrated imaging and vision techniques for industrial inspection: a special issue on machine vision and applications. Mach. Vis. Appl. 21(5): 597-599 (2010)
2000 – 2009
- 2005
- [j1]Pradeep Ramuhalli, Lalita Udpa, Satish S. Udpa:
Finite-element neural networks for solving differential equations. IEEE Trans. Neural Networks 16(6): 1381-1392 (2005) - [c3]Mrityunjay Kumar, Pradeep Ramuhalli:
Dynamic Programming Based Multichannel Image Restoration. ICASSP (2) 2005: 609-612 - 2000
- [c2]Pradeep Ramuhalli, Robi Polikar, Lalita Udpa, Satish S. Udpa:
Fuzzy ARTMAP network with evolutionary learning. ICASSP 2000: 3466-3469
1990 – 1999
- 1999
- [c1]Pradeep Ramuhalli, Lalita Udpa, Satish S. Udpa:
Use of reliability measures to improve the performance of fuzzy ARTMAP networks. IJCNN 1999: 4015-4020
Coauthor Index
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