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Alexander Hexemer
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2020 – today
- 2024
- [i4]Zhuowen Zhao, Xiaoya Chong, Tanny Chavez, Alexander Hexemer:
Generating Realistic X-ray Scattering Images Using Stable Diffusion and Human-in-the-loop Annotations. CoRR abs/2408.12720 (2024) - 2023
- [c9]Guanhua Hao, Eric J. Roberts, Tanny Chavez, Zhuowen Zhao, Elizabeth Holman, Howard Yanxon, Adam Green, Harinarayan Krishnan
, Daniela Ushizima, Dylan McReynolds, Nicholas Schwarz, Petrus H. Zwart, Alexander Hexemer
Deploying machine learning based segmentation for scientific imaging analysis at synchrotron facilities. Image Processing: Algorithms and Systems 2023: 1-5 - [i3]Eric J. Roberts, Tanny Chavez, Alexander Hexemer, Petrus H. Zwart:
DLSIA: Deep Learning for Scientific Image Analysis. CoRR abs/2308.02559 (2023) - [i2]Howard Yanxon, Eric J. Roberts, Hannah Parraga, James Weng, Wenqian Xu, Uta Ruett, Alexander Hexemer, Petrus H. Zwart, Nicholas Schwarz:
Image Segmentation using U-Net Architecture for Powder X-ray Diffraction Images. CoRR abs/2310.16186 (2023) - 2022
- [c8]Zhuowen Zhao
MLExchange: A web-based platform enabling exchangeable machine learning workflows for scientific studies. XLOOP@SC 2022: 10-15 - [i1]Zhuowen Zhao, Tanny Chavez, Elizabeth Holman, Guanhua Hao, Adam Green, Harinarayan Krishnan, Dylan McReynolds, Ronald Pandolfi, Eric J. Roberts, Petrus H. Zwart, Howard Yanxon, Nicholas Schwarz, Subramanian Sankaranarayanan, Sergei V. Kalinin, Apurva Mehta, Stuart Campbell, Alexander Hexemer:
MLExchange: A web-based platform enabling exchangeable machine learning workflows. CoRR abs/2208.09751 (2022) - 2020
- [j3]Charles N. Melton
K-means-driven Gaussian Process data collection for angle-resolved photoemission spectroscopy. Mach. Learn. Sci. Technol. 1(4): 45015 (2020) - [c7]Nicholas Schwarz, Stuart Campbell, Alexander Hexemer
Enabling Scientific Discovery at Next-Generation Light Sources with Advanced AI and HPC. SMC 2020: 145-156
2010 – 2019
- 2018
- [j2]Flávio H. D. Araújo
Reverse image search for scientific data within and beyond the visible spectrum. Expert Syst. Appl. 109: 35-48 (2018) - 2016
- [j1]Singanallur V. Venkatakrishnan, Maryam Farmand, Young-Sang Yu, Hasti Majidi, Klaus van Benthem, Stefano Marchesini, David A. Shapiro, Alexander Hexemer
Robust X-Ray Phase Ptycho-Tomography. IEEE Signal Process. Lett. 23(7): 944-948 (2016) - [c6]Daniela Ushizima, Chao Yang, Singanallur V. Venkatakrishnan, Flávio H. D. Araújo, Romuere Rôdrigues Veloso e Silva
Convolutional neural networks at the interface of physical and digital data. AIPR 2016: 1-12 - [c5]S. V. Venkatakrishnan, K. Aditya Mohan
Making Advanced Scientific Algorithms and Big Scientific Data Management More Accessible. Computational Imaging 2016: 1-7 - 2014
- [c4]Abhinav Sarje, Xiaoye S. Li, Alexander Hexemer
High-Performance Inverse Modeling with Reverse Monte Carlo Simulations. ICPP 2014: 201-210 - [c3]Jack Deslippe, Abdelilah Essiari, Simon J. Patton, Taghrid Samak, Craig E. Tull, Alexander Hexemer
Workflow management for real-time analysis of lightsource experiments. WORKS@SC 2014: 31-40 - 2013
- [c2]Abhinav Sarje, Xiaoye S. Li, Alexander Hexemer
Tuning HipGISAXS on Multi and Many Core Supercomputers. PMBS@SC 2013: 217-238 - 2012
- [c1]Abhinav Sarje, Xiaoye S. Li, Slim Chourou, Elaine R. Chan, Alexander Hexemer
Massively parallel X-ray scattering simulations. SC 2012: 46
Coauthor Index
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