Sandeep Madireddy - Publications, H-index & Citations

Sandeep Madireddy

argonne national laboratory

15H指数

93论文数

935被引数

收录论文 15

发表时间

EAIRA: Establishing a methodology for evaluating LLMs as scientific research assistants EAIRA：建立评估LLMs作为科研助手的评价方法

International Journal of High Performance Computing Applications

IF2.5

2026-09-08

PREAI

Franck Cappello; Sandeep Madireddy; Robert Underwood; Neil Getty; Nicholas Lee-Ping Chia; Nesar Ramachandra; Tuan Dung Nguyen; Murat Keçeli; Tanwi Mallick; Zilinghan Li; Marieme Ngom; Chenhui Zhang; Angel Yanguas-Gil; Evan Antoniuk; Bhavya Kailkhura; Minyang Tian; Yufeng Du; Yuan-Sen Ting; Azton Wells; Bogdan Nicolae; Avinash Maurya; M. Mustafa Rafique; Eliu Huerta; Bo Li; Ian Foster; Rick Stevens

Spatiotemporal forecasting of the edge localized modes in tokamak plasmas using neural networks 使用神经网络对托卡马克等离子体中边缘局域模进行时空预测

machine learning science and technology

IF0

2025-08-26

OAAI

Anirban Samaddar; Qian Gong; Sandeep Madireddy; Christopher Hansen; Semin Joung; David R Smith; Yixuan Sun; Fatima Ebrahimi; Prasanna Balapraksh; Andrew Oakleigh Nelson

Spatiotemporal forecasting of the edge localized modes in tokamak plasmas using neural networks 利用神经网络对托卡马克等离子体中边缘局域模的空间-时间预测

machine learning science and technology

IF0

2025-08-26

PREAI

Anirban Samaddar; Qian Gong; Sandeep Madireddy; Christopher Hansen; Semin Joung; David R Smith; Yixuan Sun; Fatima Ebrahimi; Prasanna Balapraksh; Andrew Oakleigh Nelson

Data-Efficient Dimensionality Reduction and Surrogate Modeling of High-Dimensional Stress Fields 数据高效降维和高维应力场的代理建模

JOURNAL OF MECHANICAL DESIGN

IF3

2024-10-18

PREAI

Samaddar, Anirban; Ravi, Sandipp Krishnan; Ramachandra, Nesar; Luan, Lele; Madireddy, Sandeep; Bhaduri, Anindya; Pandita, Piyush; Sun, Changjie

Impact of various DIII-D diagnostics on the accuracy of neural network surrogates for kinetic EFIT reconstructions 各种diii-d诊断对动态EFIT重建神经网络代理准确性的影响

NUCLEAR FUSION

IF4

2024-07-15

OAAI

Sun, Xuan; Akcay, Cihan; Bechtel Amara, Torrin; Kruger, Scott E.; Lao, Lang L.; Liu, Yueqiang; Madireddy, Sandeep; Mcclenaghan, Joseph

DeepAstroUDA: semi-supervised universal domain adaptation for cross-survey galaxy morphology classification and anomaly detection

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2023-04-25

OAAI

Ciprijanovic, A.; Lewis, A.; Pedro, K.; Madireddy, S.; Nord, B.; Perdue, G. N.; Wild, S. M.

A domain-agnostic approach for characterization of lifelong learning systems

NEURAL NETWORKS

IF6.3

2023-03-01

OAAI

Baker, Megan M.; New, Alexander; Aguilar-Simon, Mario; Al-Halah, Ziad; Arnold, Sebastien M. R.; Ben-Iwhiwhu, Ese; Brna, Andrew P.; Brooks, Ethan; Brown, Ryan C.; Daniels, Zachary; Daram, Anurag; Delattre, Fabien; Dellana, Ryan; Eaton, Eric; Fu, Haotian; Grauman, Kristen; Hostetler, Jesse; Iqbal, Shariq; Kent, Cassandra; Ketz, Nicholas; Kolouri, Soheil; Konidaris, George; Kudithipudi, Dhireesha; Learned-Miller, Erik; Lee, Seungwon; Littman, Michael L.; Madireddy, Sandeep; Mendez, Jorge A.; Nguyen, Eric Q.; Piatko, Christine; Pilly, Praveen K.; Raghavan, Aswin; Rahman, Abrar; Ramakrishnan, Santhosh Kumar; Ratzlaff, Neale; Soltoggio, Andrea; Stone, Peter; Sur, Indranil; Tang, Zhipeng; Tiwari, Saket; Vedder, Kyle; Wang, Felix; Xu, Zifan; Yanguas-Gil, Angel; Yedidsion, Harel; Yu, Shangqun; Vallabha, Gautam K.

DeepAdversaries: examining the robustness of deep learning models for galaxy morphology classification

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2022-07-21

OAAI

Ciprijanovic, Aleksandra; Kafkes, Diana; Snyder, Gregory; Sanchez, F. Javier; Perdue, Gabriel Nathan; Pedro, Kevin; Nord, Brian; Madireddy, Sandeep; Wild, Stefan M.

Biological underpinnings for lifelong learning machines

NATURE MACHINE INTELLIGENCE

IF23.9

2022-03-23

PREAI

Kudithipudi, Dhireesha; Aguilar-Simon, Mario; Babb, Jonathan; Bazhenov, Maxim; Blackiston, Douglas; Bongard, Josh; Brna, Andrew P.; Raja, Suraj Chakravarthi; Cheney, Nick; Clune, Jeff; Daram, Anurag; Fusi, Stefano; Helfer, Peter; Kay, Leslie; Ketz, Nicholas; Kira, Zsolt; Kolouri, Soheil; Krichmar, Jeffrey L.; Kriegman, Sam; Levin, Michael; Madireddy, Sandeep; Manicka, Santosh; Marjaninejad, Ali; McNaughton, Bruce; Miikkulainen, Risto; Navratilova, Zaneta; Pandit, Tej; Parker, Alice; Pilly, Praveen K.; Risi, Sebastian; Sejnowski, Terrence J.; Soltoggio, Andrea; Soures, Nicholas; Tolias, Andreas S.; Urbina-Melendez, Dario; Valero-Cuevas, Francisco J.; van de Ven, Gido M.; Vogelstein, Joshua T.; Wang, Felix; Weiss, Ron; Yanguas-Gil, Angel; Zou, Xinyun; Siegelmann, Hava

DeepMerge - II. Building robust deep learning algorithms for merging galaxy identification across domains

MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

IF4.8

2021-06-11

OAAI

Ciprijanovic, A.; Kafkes, D.; Downey, K.; Jenkins, S.; Perdue, G. N.; Madireddy, S.; Johnston, T.; Snyder, G. F.; Nord, B.

In situ compression artifact removal in scientific data using deep transfer learning and experience replay

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2021-01-01

OAAI

Madireddy, Sandeep; Hwan Park, Ji; Lee, Sunwoo; Balaprakash, Prasanna; Yoo, Shinjae; Liao, Wei-keng; Hauck, Cory D.; Paul Laiu, M.; Archibald, Richard

Calibration of hyperelastic constitutive models: the role of boundary conditions, search algorithms, and experimental variability

BIOMECHANICS AND MODELING IN MECHANOBIOLOGY

IF2.7

2020-03-05

OAAI

Kenja, Krishna; Madireddy, Sandeep; Vemaganti, Kumar

Phase Segmentation in Atom-Probe Tomography Using Deep Learning-Based Edge Detection

SCIENTIFIC REPORTS

IF3.9

2019-12-27

OAAI

Madireddy, Sandeep; Chung, Ding-Wen; Loeffler, Troy; Sankaranarayanan, Subramanian K. R. S.; Seidman, David N.; Balaprakash, Prasanna; Heinonen, Olle