Model and Data Management for Machine Learning (M2ML): Integrating Instruments, Edge and HPC for Accelerated Machine Learning

Authors: Zheng, Weijian, Sharma, Hemant, Chard, Ryan, Kenesei, Peter, Park, Jun-Sang, Schwarz, Nicholas, Miceli, Antonino, Foster, Ian T., Kettimuthu, Rajkumar

Source: 2024 IEEE International Conference on Big Data (BigData) Big Data (BigData), 2024 IEEE International Conference on. :4275-4282 Dec, 2024

Relation: 2024 IEEE International Conference on Big Data (BigData)

Tomo2Mesh: Fast Porosity Mapping and Visualization for Synchrotron Tomography

Authors: Tekawade, Aniket, Nikitin, Viktor, Satapathy, Yashas, Liu, Zhengchun, Zhang, Xuan, Kenesei, Peter, Zheng, Weijian, De Carlo, Francesco, Foster, Ian, Kettimuthu, Rajkumar

Source: 2023 IEEE 19th International Conference on e-Science (e-Science) e-Science (e-Science), 2023 IEEE 19th International Conference on. :1-10 Oct, 2023

Relation: 2023 IEEE 19th International Conference on e-Science (e-Science)

Rapid detection of rare events from in situ X-ray diffraction data using machine learning

Authors: Zheng, Weijian, Park, Jun-Sang, Kenesei, Peter, Ali, Ahsan, Liu, Zhengchun, Foster, Ian T., Schwarz, Nicholas, Kettimuthu, Rajkumar, Miceli, Antonino, Sharma, Hemant

Subject Terms: Computer Science - Machine Learning, Condensed Matter - Materials Science, Electrical Engineering and Systems Science - Image and Video Processing, Physics - Data Analysis, Statistics and Probability

Access URL: http://arxiv.org/abs/2312.03989

fairDMS: Rapid Model Training by Data and Model Reuse

Authors: Ali, Ahsan, Sharma, Hemant, Kettimuthu, Rajkumar, Kenesei, Peter, Trujillo, Dennis, Miceli, Antonino, Foster, Ian, Coffee, Ryan, Thayer, Jana, Liu, Zhengchun

Source: 2022 IEEE International Conference on Cluster Computing (CLUSTER) CLUSTER Cluster Computing (CLUSTER), 2022 IEEE International Conference on. :394-405 Sep, 2022

Relation: 2022 IEEE International Conference on Cluster Computing (CLUSTER)

Bridging Data Center AI Systems with Edge Computing for Actionable Information Retrieval

Authors: Liu, Zhengchun, Ali, Ahsan, Kenesei, Peter, Miceli, Antonino, Sharma, Hemant, Schwarz, Nicholas, Trujillo, Dennis, Yoo, Hyunseung, Coffee, Ryan, Layad, Naoufal, Thayer, Jana, Herbst, Ryan, Yoon, Chunhong, Foster, Ian

Source: 2021 3rd Annual Workshop on Extreme-scale Experiment-in-the-Loop Computing (XLOOP) XLOOP Extreme-scale Experiment-in-the-Loop Computing (XLOOP), 2021 3rd Annual Workshop on. :15-23 Nov, 2021

Relation: 2021 3rd Annual Workshop on Extreme-scale Experiment-in-the-Loop Computing (XLOOP)

3d Autoencoders For Feature Extraction In X-Ray Tomography

Authors: Tekawade, Aniket, Liu, Zhengchun, Kenesei, Peter, Bicer, Tekin, Carlo, Francesco De, Kettimuthu, Rajkumar, Foster, Ian

Source: 2021 IEEE International Conference on Image Processing (ICIP) Image Processing (ICIP), 2021 IEEE International Conference on. :3477-3481 Sep, 2021

Relation: 2021 IEEE International Conference on Image Processing (ICIP)

Full-Field Nanoscale X-ray Diffraction-Contrast Imaging using Direct Detection

Authors: Kisiel, Elliot, Poudyal, Ishwor, Kenesei, Peter, Engbretson, Mark, Last, Arndt, Basak, Rourav, Zaluzhnyy, Ivan, Goteti, Uday, Dynes, Robert, Miceli, Antonino, Frano, Alex, Islam, Zahir

Subject Terms: Physics - Instrumentation and Detectors, Condensed Matter - Mesoscale and Nanoscale Physics, Physics - Optics

Access URL: http://arxiv.org/abs/2212.07303

Temperature mapping of stacked silicon dies from x-ray diffraction intensities

Authors: Chalise, Darshan, Kenesei, Peter, Shastri, Sarvjit D., Cahill, David G.

Source: Phys. Rev. Applied 18, 014076 (2022)1-8)

Subject Terms: Physics - Applied Physics, Condensed Matter - Materials Science

Access URL: http://arxiv.org/abs/2203.12554

Synchrotron micro-computed tomography analysis of neutron-irradiated U-Mo fuel

Authors: Figueroa Bengoa, Alejandro, Thomas, Jonova, Hunter, James, Kenesei, Peter, Miller, Brandon D., Almer, Jonathan, Okuniewski, Maria A.

Source: In Journal of Nuclear Materials 15 August 2024 597

In situ measurement of three-dimensional intergranular stress localizations and grain yielding under elastoplastic axial-torsional loading

Authors: Zhang, Yaozhong, Yaghoobi, Mohammadreza, Zhang, Yueheng, Rubio-Ejchel, Daniel, Kenesei, Peter, Park, Jun-Sang, Rollett, Anthony D., Gordon, Jerard V.

Source: In Journal of Materials Research and Technology May-June 2024 30:8792-8804

Non-destructive determination of phase, size, and strain of individual grains in polycrystalline photovoltaic materials

Authors: Lucas, Mariana Mar, Ramos, Tiago, Jørgensen, Peter S., Canulescu, Stela, Kenesei, Peter, Wright, Jonathan, Poulsen, Henning F., Andreasen, Jens W.

Subject Terms: Condensed Matter - Materials Science, Physics - Applied Physics, 78A45, J.2

Access URL: http://arxiv.org/abs/2012.12598

BraggNN: Fast X-ray Bragg Peak Analysis Using Deep Learning

Authors: Liu, Zhengchun, Sharma, Hemant, Park, Jun-Sang, Kenesei, Peter, Miceli, Antonino, Almer, Jonathan, Kettimuthu, Rajkumar, Foster, Ian

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2008.08198

Direct measurement of the effective properties of an additively manufactured titanium octet truss unit cell using high energy X-ray diffraction

Authors: Johnson, Nathan S., Strantza, Maria, Matthews, Manyalibo J., Park, Jun-Sang, Kenesei, Peter, Clausen, Bjørn, Brown, Donald W., Carpenter, John S., Brice, Craig A., Stebner, Aaron P.

Source: In Materials Characterization March 2024 209

An operando synchrotron study on the effect of wire melting state on solidification microstructures of Inconel 718 in wire-laser directed energy deposition

Authors: Gao, Lin ^a, Chuang, Andrew C. ^b, Kenesei, Peter ^b, Ren, Zhongshu ^{a, c}, Balderson, Lilly ^a, Sun, Tao ^{a, c, ∗}

Source: In International Journal of Machine Tools and Manufacture January 2024 194

Understanding creep behaviors of additively manufactured 316L stainless steel via void characterization

Authors: Zhang, Xuan, Carter, Christopher P., Satapathy, Yashas, Tekawade, Aniket, Park, Jun-Sang, Kenesei, Peter, Li, Meimei

Source: Materials research letters. 11(10):806-813

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100193571165.0x000001&indx=1&recIds=ETOCvdc_100193571165.0x000001

Four-dimensional microstructurally small fatigue crack growth in cyclically loaded nickel superalloy specimen

Authors: Menasche, David B., Shade, Paul A., Kenesei, Peter, Park, Jun-Sang, Musinski, William D.

Source: In International Journal of Fatigue December 2023 177

In situ probing of interfacial roughness and transient phases during ceramic cold sintering process

Authors: Zhang, Fan, Maier, Russell A., Levin, Igor, Allen, Andrew J., Park, Jun-Sang, Kenesei, Peter, Kuzmenko, Ivan, Jemian, Peter, Ilavsky, Jan

Source: In Acta Materialia 15 October 2023 259

High-energy coherent X-ray diffraction microscopy of polycrystal grains: first steps towards a multi-scale approach

Authors: Maddali, Siddharth, Park, Jun-Sang, Sharma, Hemant, Shastri, Sarvjit, Kenesei, Peter, Almer, Jonathan, Harder, Ross, Highland, Matthew J., Nashed, Youssef S. G., Hruszkewycz, Stephan O.

Source: Phys. Rev. Applied 14, 024085 (2020)

Subject Terms: Condensed Matter - Materials Science, Physics - Applied Physics

Access URL: http://arxiv.org/abs/1903.11815

Mapping 3D grain and precipitate structure during in situ mechanical testing of open-cell metal foam using micro-computed tomography and high-energy X-ray diffraction microscopy

Authors: Johnson, Quinton C., Kenesei, Peter, Petruzza, Steve, Plumb, Jayden, Sharma, Hemant, Park, Jun-Sang, Marsden, Elliott, Matheson, Kristoffer, Czabaj, Michael W., Spear, Ashley D.

Source: In Materials Characterization January 2023 195

Phase retrieval for Bragg coherent diffraction imaging at high X-ray energies

Authors: Maddali, Siddharth, Allain, Marc, Cha, Wonsuk, Harder, Ross, Park, Jun-Sang, Kenesei, Peter, Almer, Jonathan, Nashed, Youssef, Hruszkewycz, Stephan O.

Source: Phys. Rev. A 99, 053838 (2019)

Subject Terms: Condensed Matter - Materials Science, Electrical Engineering and Systems Science - Signal Processing, Physics - Optics

Access URL: http://arxiv.org/abs/1811.06181