The VMC Survey : LI. Classifying extragalactic sources using a probabilistic random forest supervised machine learning algorithm

Authors: Pennock, Clara M., van Loon, Jacco Th., Cioni, Maria-Rosa L., Maitra, Chandreyee, Oliveira, Joana M., Craig, Jessica E. M., Ivanov, Valentin D., Aird, James, Anih, Joy. O., Cross, Nicholas J. G., Dresbach, Francesca, de Grijs, Richard, Groenewegen, Martin A. T.

Subject Terms: Astrophysics - Astrophysics of Galaxies

Access URL: http://arxiv.org/abs/2501.08196

Active learning for regression in engineering populations: A risk-informed approach

Authors: Clarkson, Daniel R., Bull, Lawrence A., Wickramarachchi, Chandula T., Cross, Elizabeth J., Rogers, Timothy J., Worden, Keith, Dervilis, Nikolaos, Hughes, Aidan J.

Source: DCE 6 (2025) e16

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2409.04328

The VISTA Variables in the V\'ia L\'actea eXtended (VVVX) ESO public survey: Completion of the observations and legacy

Authors: Saito, R. K., Hempel, M., Alonso-García, J., Lucas, P. W., Minniti, D., Alonso, S., Baravalle, L., Borissova, J., Caceres, C., Chené, A. N., Cross, N. J. G., Duplancic, F., Garro, E. R., Gómez, M., Ivanov, V. D., Kurtev, R., Luna, A., Majaess, D., Navarro, M. G., Pullen, J. B., Rejkuba, M., Sanders, J. L., Smith, L. C., Albino, P. H. C., Alonso, M. V., Amôres, E. B., Angeloni, R., Arias, J. I., Arnaboldi, M., Barbuy, B., Bayo, A., Beamin, J. C., Bedin, L. R., Bellini, A., Benjamin, R. A., Bica, E., Bonatto, C. J., Botan, E., Braga, V. F., Brown, D. A., Cabral, J. B., Camargo, D., Garatti, A. Caratti o, Carballo-Bello, J. A., Catelan, M., Chavero, C., Chijani, M. A., Clariá, J. J., Coldwell, G. V., Peña, C. Contreras, Ramos, R. Contreras, Corral-Santana, J. M., Cortés, C. C., Cortés-Contreras, M., Cruz, P., Daza-Perilla, I. V., Debattista, V. P., Dias, B., Donoso, L., D'Souza, R., Emerson, J. P., Federle, S., Fermiano, V., Fernandez, J., Fernández-Trincado, J. G., Ferreira, T., Lopes, C. E. Ferreira, Firpo, V., Flores-Quintana, C., Fraga, L., Froebrich, D., Galdeano, D., Gavignaud, I., Geisler, D., Gerhard, O. E., Gieren, W., Gonzalez, O. A., Gramajo, L. V., Gran, F., Granitto, P. M., Griggio, M., Guo, Z., Gurovich, S., Hilker, M., Jones, H. R. A., Kammers, R., Kuhn, M. A., Kumar, M. S . N., Kundu, R., Lares, M., Libralato, M., Lima, E., Maccarone, T. J., Cortés, P. Marchant, Martin, E. L., Masetti, N., Matsunaga, N., Mauro, F., McDonald, I., Mejías, A., Mesa, V., Milla-Castro, F. P., Minniti, J. H., Bidin, C. Moni, Montenegro, K., Morris, C., Motta, V., Navarete, F., Molina, C. Navarro, Nikzat, F., Castellón, J. L. Nilo, Obasi, C., Ortigoza-Urdaneta, M., Palma, T., Parisi, C., Ramírez, K. Pena, Pereyra, L., Perez, N., Petralia, I., Pichel, A., Pignata, G., Alegría, S. Ramírez, Rojas, A. F., Rojas, D., Roman-Lopes, A., Rovero, A. C., Saroon, S., Schmidt, E. O., Schröder, A. C., Schultheis, M., Sgró, M. A., Solano, E., Soto, M., Stecklum, B., Steeghs, D., Tamura, M., Tissera, P., Valcarce, A. A. R., Valotto, C. A., Vasquez, S., Villalon, C., Villanova, S., Cádiz, F. Vivanco, Bacigalupo, R. Zelada, Zijlstra, A., Zoccali, M.

Source: A&A 689, A148 (2024)

Subject Terms: Astrophysics - Astrophysics of Galaxies, Astrophysics - Solar and Stellar Astrophysics

Access URL: http://arxiv.org/abs/2406.16646

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On the monotonicity of $Q^2$ spectral element method for Laplacian on quasi-uniform rectangular meshes

Authors: Cross, Logan J., Zhang, Xiangxiong

Subject Terms: Mathematics - Numerical Analysis, 65N30, 65N06, 65N12

Access URL: http://arxiv.org/abs/2310.15341

Population-based wind farm monitoring based on a spatial autoregressive approach

Authors: Lin, W., Worden, K., Cross, E. J.

Subject Terms: Computer Science - Machine Learning, Physics - Fluid Dynamics

Access URL: http://arxiv.org/abs/2310.10555

Sharing Information Between Machine Tools to Improve Surface Finish Forecasting

Authors: Clarkson, Daniel R., Bull, Lawrence A., Dardeno, Tina A., Wickramarachchi, Chandula T., Cross, Elizabeth J., Rogers, Timothy J., Worden, Keith, Dervilis, Nikolaos, Hughes, Aidan J.

Subject Terms: Computer Science - Machine Learning, Computer Science - Computational Engineering, Finance, and Science

Access URL: http://arxiv.org/abs/2310.05807

A spectrum of physics-informed Gaussian processes for regression in engineering

Authors: Cross, Elizabeth J, Rogers, Timothy J, Pitchforth, Daniel J, Gibson, Samuel J, Jones, Matthew R

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2309.10656

Meta-models for transfer learning in source localisation

Authors: Bull, Lawrence A., Jones, Matthew R., Cross, Elizabeth J., Duncan, Andrew, Girolami, Mark

Subject Terms: Statistics - Machine Learning, Computer Science - Machine Learning, Statistics - Applications

Access URL: http://arxiv.org/abs/2305.08657

A probabilistic approach for acoustic emission based monitoring techniques: with application to structural health monitoring

Authors: Lindley, C. A., Jones, M. R., Rogers, T. J., Cross, E. J., Dwyer-Joyce, R. S., Dervilis, N., Worden, K.

Source: Mechanical Systems and Signal Processing 208:110958-110958 2024

Subject Terms: Statistics - Applications

Access URL: http://arxiv.org/abs/2304.13457

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Foundations of population-based SHM, Part V: Network, framework and database

Authors: Brennan, Daniel S. ^⁎, Gosliga, Julian, Cross, Elizabeth J., Worden, Keith

Source: In Mechanical Systems and Signal Processing 15 January 2025 223

Canonical-correlation-based fast feature selection for structural health monitoring

Authors: Zhang, Sikai ^b, Wang, Tingna ^{a, c, ⁎}, Worden, Keith ^b, Sun, Limin ^{a, c, d}, Cross, Elizabeth J. ^b

Source: In Mechanical Systems and Signal Processing 15 January 2025 223

A modified sport medicine Australia extreme heat policy and web tool

Authors: Tartarini, Federico ^{a, 1}, Smallcombe, James W. ^{a, 1}, Lynch, Grant P. ^a, Cross, Troy J. ^a, Broderick, Carolyn ^b, Jay, Ollie ^{a, ⁎}

Source: In Journal of Science and Medicine in Sport March 2025

Prevalence of strong anticholinergic use in residents with and without cognitive impairment and frailty: Analysis from 106 nursing homes in 12 Asia-Pacific and European countries

Authors: Cross, Amanda J., Villani, Emanuele R., Jadczak, Agathe D., Pitkälä, Kaisu, Hamada, Shota, Zhao, Meng, Gutiérrez-Valencia, Marta, Aalto, Ulla, Dowd, Laura A., Li, Li, Liau, Shin J., Liperoti, Rosa, Martínez-Velilla, Nicolás, Ooi, Choon Ean, Onder, Graziano, Petrie, Kate, Roitto, Hanna M., Roncal-Belzunce, Victoria, Saarela, Riitta, Sakata, Nobuo, Visvanathan, Renuka, Zhang, Tiange G., Bell, J. Simon

Source: In Archives of Gerontology and Geriatrics January 2025 128

Missed Opportunity for Diversity in Engineering: Black Women and Undergraduate Engineering Degree Attainment

Authors: Fletcher, Trina L. (ORCID 0000-0002-1765-5957), Jefferson, Jay P. (ORCID 0000-0001-5368-204X), Boyd, Brittany N., Cross, Kelly J.

Source: Journal of College Student Retention: Research, Theory & Practice. Aug 2023 25(2):350-377.

Peer Reviewed: Y

Page Count: 28

Descriptors: Equal Education, Diversity, Engineering Education, African American Students, Females, Undergraduate Students, Educational Attainment, Educational Trends, Trend Analysis, Enrollment, School Holding Power, Bachelors Degrees

The Assessment Dilemma: Examining our practices through the lens of equity and fairness

Authors: Douglas, Kerrie A., Cross, Kelly J., Purzer, Senay

Source: 2022 IEEE Frontiers in Education Conference (FIE) Frontiers in Education Conference (FIE), 2022 IEEE. :1-2 Oct, 2022

Relation: 2022 IEEE Frontiers in Education Conference (FIE)

Physics-informed machine learning for Structural Health Monitoring

Authors: Cross, Elizabeth J, Gibson, Samuel J, Jones, Matthew R, Pitchforth, Daniel J, Zhang, Sikai, Rogers, Timothy J

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2206.15303

Constraining Gaussian processes for physics-informed acoustic emission mapping

Authors: Jones, Matthew R, Rogers, Timothy J, Cross, Elizabeth J

Subject Terms: Computer Science - Machine Learning, Computer Science - Sound, Electrical Engineering and Systems Science - Audio and Speech Processing

Access URL: http://arxiv.org/abs/2206.01495

Administrative Burdens and Economic Insecurity Among Black, Latino, and White Families

Authors: PAROLIN, ZACHARY, CROSS, CHRISTINA J., O’BRIEN, ROURKE

Source: RSF: The Russell Sage Foundation Journal of the Social Sciences, 2023 Sep 01. 9(5), 56-75.

Access URL: https://www.jstor.org/stable/48738494