עקוב אחר
Anirban Samaddar
Anirban Samaddar
Argonne National Laboratory
כתובת אימייל מאומתת בדומיין anl.gov - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Fine mapping and accurate prediction of complex traits using Bayesian Variable Selection models applied to biobank-size data‏
G de Los Campos, A Grueneberg, S Funkhouser, P Pérez-Rodríguez, ...‏
European Journal of Human Genetics 31 (3), 313-320, 2023‏
152023
Bayesian hierarchical hypothesis testing in large-scale genome-wide association analysis‏
A Samaddar, T Maiti, G de Los Campos‏
Genetics 228 (4), iyae164, 2024‏
22024
EFIT-Prime: Probabilistic and physics-constrained reduced-order neural network model for equilibrium reconstruction in DIII-D‏
S Madireddy, C Akçay, SE Kruger, TB Amara, X Sun, J McClenaghan, ...‏
Physics of Plasmas 31 (9), 2024‏
22024
Thinking Bayesian for plasma physicists‏
SE Kruger, J Leddy, EC Howell, S Madireddy, C Akcay, T Bechtel Amara, ...‏
Physics of Plasmas 31 (5), 2024‏
22024
Sparsity-Inducing Categorical Prior Improves Robustness of the Information Bottleneck‏
A Samaddar, S Madireddy, P Balaprakash, T Maiti, G de los Campos, ...‏
Proceedings of The 26th International Conference on Artificial Intelligence …, 2023‏
22023
REMEDI: Corrective Transformations for Improved Neural Entropy Estimation‏
V Nilsson, A Samaddar, S Madireddy, P Nyquist‏
arXiv preprint arXiv:2402.05718, 2024‏
12024
Data-Efficient Dimensionality Reduction and Surrogate Modeling of High-Dimensional Stress Fields‏
A Samaddar, SK Ravi, N Ramachandra, L Luan, S Madireddy, A Bhaduri, ...‏
Journal of Mechanical Design 147 (3), 2025‏
2025
Spatiotemporal forecasting of the tokamak edge instability using neural networks‏
A Samaddar, Q Gong, S Madireddy, C Hansen, S Joung, D Smith, ...‏
Bulletin of the American Physical Society, 2024‏
2024
Improved Surrogate Models for DIII-D Equilibrium Reconstruction and Tools for Uncertainty Analysis Delivered by EFIT-AI for the Theory and Simulation Performance Target‏
T Amara, C Akcay, X Sun, J McClenaghan, S Madireddy, A Samaddar, ...‏
Bulletin of the American Physical Society, 2024‏
2024
BPNAS: Bayesian Progressive Neural Architecture Search‏
H Chang, A Samaddar, S Madireddy‏
ICML 2024 Workshop on Differentiable Almost Everything: Differentiable …, 2024‏
2024
Machine Learning Methods for Feature Selection and Prediction Applied to Large Scale Genetics Data‏
A Samaddar‏
Michigan State University ProQuest Dissertations Publishing, 2023‏
2023
EFIT-AI neural network surrogates for magnetic, MSE, and kinetic equilibrium reconstruction‏
C Akcay, S Madireddy, X Sun, T Bechtel, J McClenaghan, A Samaddar, ...‏
APS Division of Plasma Physics Meeting Abstracts 2023, TI01. 006, 2023‏
2023
A Forward algorithm to identify credible sets in Bayesian variable selection models‏
G de los Campos, A Samaddar, B Valente, CY Chen, W Herring, ...‏
Proceedings of 12th World Congress on Genetics Applied to Livestock …, 2022‏
2022
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מאמרים 1–13