Recent Publications
Hao, G., E.J. Roberts, T. Chavez, Z. Zhao, E.A. Holman, H. Yanxon, A. Green, H. Krishnan, D. Ushizima, D. McReynolds, N. Schwarz, P.H. Zwart, A. Hexemer, and D. Parkinson, “Deploying machine learning based segmentation for scientific imaging analysis at synchrotron facilities,” Electronic Imaging 35, 290-1 (2023), doi:10.2352/EI.2023.35.9.IPAS-290.
Zhao, Z., T. Chavez, E.A. Holman, G. Hao, A. Green, H. Krishnan, D. McReynolds, R.J. Pandolfi, E.J. Roberts, and P.H. Zwart, “MLExchange: A web-based platform enabling exchangeable machine learning workflows for scientific studies,” 4th Annual Workshop on Extreme-scale Experiment-in-the-Loop Computing (XLOOP) (2022), doi:10.1109/xloop56614.2022.00007 (November 2022).
Chavez, T., E.J. Roberts, P. Zwart, and A. Hexemer, “A comparison of deep-learning-based inpainting techniques for experimental X-ray scattering,” Journal of Applied Crystallography 55, 710 (2022), doi:10.1107/s1600576722007105 (October 1, 2022).
Sochor, B., S. Schraad, L.F. Huber, A. Hexemer, T. Laarmann, S.K. Vayalil, P. Müller-Buschbaum, and S.V. Roth, “Effect of layer thickness on the thermoelectric properties of fully sprayed poly(3-hexylthiophene-2,5-diyl) thin films doped with chloroauric acid,” Surface Coatings International Part B: Coatings Transactions (2024), doi:10.1007/s11998-024-01008-0 (November 2024).
Zhang, Q., K. Andrle, W. Chao, Z. Peng, W. Holcomb, R. Miyakawa, D. Kumar, A. Hexemer, P. Naulleau, and B. La Fontaine, “Characterization of latent image of electron beam resist via critical-dimension resonant soft X-ray scattering,” Journal of Micro/Nanopatterning, Materials, and Metrology 23, 044003 (2024), doi:10.1117/1.jmm.23.4.044003 (October 1, 2024).
Zhao, Z., X. Chong, T. Chavez, and A. Hexemer, “Generating Realistic X-ray Scattering Images Using Stable Diffusion and Human-in-the-loop Annotations,” (2024).
Parkinson, D., T. Chavez, M. Choudhary, D. English, G. Hao, T. Hellert, S.C. Leemann, S. Nemsak, E. Rotenberg, and A.L. Taylor, “AI@ALS Workshop Report: Machine Learning Needs at the Advanced Light Source,” Synchrotron Radiation News (2024), doi:10.1080/08940886.2024.2391258 (July 3, 2024).
Tuchband, M.R., M. Shuai, K.A. Graber, D. Chen, C. Zhu, L. Radzihovsky, A. Klittnick, L. Foley, A. Scarbrough, and J.H. Porada, “Double-Helical Tiled Chain Structure of the Twist-Bend Liquid Crystal Phase in CB7CB,” Crystals 14, 70583 (2024), doi:10.3390/cryst14070583 (July 1, 2024).
Roberts, E.J., T. Chavez, A. Hexemer, and P. Zwart, “DLSIA: Deep Learning for Scientific Image Analysis,” Journal of Applied Crystallography 57, 1390 (2024), doi:10.1107/s1600576724001390 (April 1, 2024).
Sethian, J.A., J. Donatelli, A. Hexemer, M. Noack, D.M. Pelt, D. Ushizima, and P.H. Zwart, “Artificial Intelligence (AI) and Machine Learning (ML) at Experimental Facilities,” (2023), doi:10.1142/9789811265679_0008 (April 2023).
Banik, S., T. Loefller, S. Manna, H. Chan, S. Srinivasan, P. Darancet, A. Hexemer, and S.K.R.S. Sankaranarayanan, “A Continuous Action Space Tree search for INverse desiGn (CASTING) framework for materials discovery,” npj Computational Materials 9, 1128 (2023), doi:10.1038/s41524-023-01128-y (January 1, 2023).
Tanyag, R.M.P., C. Bacellar, W. Pang, C. Bernando, L.F. Gomez, C.F. Jones, K.R. Ferguson, J. Kwok, D. Anielski, A. Belkacem, et al., “Sizes of pure and doped helium droplets from single shot X-ray imaging,” The Journal of Chemical Physics 156, 80342 (2022), doi:10.1063/5.0080342 (January 28, 2022).
Greve, C.R., M. Kuhn, F. Eller, M.A. Buchhorn, D. Kumar, A. Hexemer, G. Freychet, L. Wiegart, and E.M. Herzig, “Grazing-incidence small-angle X-ray photon-correlation spectroscopy: limitations and opportunities,” Acta Crystallographica Section A: Foundations and Advances (2021).
McReynolds, D., Y. Chen, C. Chen, I. Hwang, M.J. Davis, W. Yang, C. Sun, G.-H. Lee, D. Allan, J. Marulanda Arias, S.P. Ong, and M.K.Y. Chan, “Robust machine learning inference from X-ray absorption near edge spectra through featurization,” Chemistry of Materials 36, 2304 (2024), doi:10.1021/acs.chemmater.3c03914 (March 1, 2024).
Reinhardt, J., D. McReynolds, H. Krishnan, D. Shapiro, B. Enders, P. Jemian, D. Ching, J. Deng, T. Bicer, N. Schwarz, A. Barbour, W. Hu, D. Allan, D. Gavrilov, and A. Hexemer, “Collaborative software solutions and data standards for ptychographic Imaging,” Acta Cryst 77, C182 (2021).
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