Mamikon A. Gulian
Affiliations:- Sandia National Labs, Livermore, CA, USA
- Sandia National Labs, Albuquerque, NM, USA
- Brown University, Providence, RI, USA (PhD 2018)
According to our database1,
Mamikon A. Gulian
authored at least 13 papers
between 2019 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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on sandia.gov
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on linkedin.com
On csauthors.net:
Bibliography
2024
Stratospheric aerosol source inversion: Noise, variability, and uncertainty quantification.
CoRR, 2024
2023
Solving High-Dimensional Inverse Problems with Auxiliary Uncertainty via Operator Learning with Limited Data.
CoRR, 2023
2022
Proceedings of the Mathematical and Scientific Machine Learning, 2022
2021
CoRR, 2021
Analysis of Anisotropic Nonlocal Diffusion Models: Well-posedness of Fractional Problems for Anomalous Transport.
CoRR, 2021
A Block Coordinate Descent Optimizer for Classification Problems Exploiting Convexity.
Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to, 2021
Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to, 2021
2020
J. Comput. Phys., 2020
A Survey of Constrained Gaussian Process Regression: Approaches and Implementation Challenges.
CoRR, 2020
CoRR, 2020
Robust Training and Initialization of Deep Neural Networks: An Adaptive Basis Viewpoint.
Proceedings of Mathematical and Scientific Machine Learning, 2020
2019
SIAM J. Sci. Comput., 2019