Zobrazeno 1 - 10
of 2 928
pro vyhledávání: '"P. Caruana"'
Autor:
Mueller, Andreas, Siems, Julien, Nori, Harsha, Salinas, David, Zela, Arber, Caruana, Rich, Hutter, Frank
Generalized Additive Models (GAMs) are widely recognized for their ability to create fully interpretable machine learning models for tabular data. Traditionally, training GAMs involves iterative learning algorithms, such as splines, boosted trees, or
Externí odkaz:
http://arxiv.org/abs/2410.04560
Autor:
Maizel, Rachel E., Wu, Shuang, Balakrishnan, Purnima P., Grutter, Alexander J., Kinane, Christy J., Caruana, Andrew J., Nakarmi, Prabandha, Nepal, Bhuwan, Smith, David A., Lim, Youngmin, Jones, Julia L., Thomas, Wyatt C., Zhao, Jing, Michel, F. Marc, Mewes, Tim, Emori, Satoru
Energy-efficient spintronic devices require a large spin-orbit torque (SOT) and low damping to excite magnetic precession. In conventional devices with heavy-metal/ferromagnet bilayers, reducing the ferromagnet thickness to $\sim$1 nm enhances the SO
Externí odkaz:
http://arxiv.org/abs/2406.09874
Autor:
Conselice, Christopher J., Basham, Justin T. F., Bettaney, Daniel O., Ferreira, Leonardo, Adams, Nathan, Harvey, Thomas, Ormerod, Katherine, Caruana, Joseph, Bluck, Asa F. L., Li, Qiong, Roper, William J., Trussler, James, Irodotou, Dimitrios, Austin, Duncan
We measure the broad impact of galaxy structure on galaxy formation by examining the ongoing star formation and integrated star formation history as revealed through the stellar masses of galaxies at $z < 7$ based on JWST CEERS data from the Extended
Externí odkaz:
http://arxiv.org/abs/2405.00376
Autor:
Austin, Duncan, Conselice, Christopher J., Adams, Nathan J., Harvey, Thomas, Duan, Qiao, Trussler, James, Li, Qiong, Juodzbalis, Ignas, Ormerod, Katherine, Ferreira, Leonardo, Westcott, Lewi, Harris, Honor, Wilkins, Stephen M., Bhatawdekar, Rachana, Caruana, Joseph, Coe, Dan, Cohen, Seth H., Driver, Simon P., D'Silva, Jordan C. J., Frye, Brenda, Furtak, Lukas J., Grogin, Norman A., Hathi, Nimish P., Holwerda, Benne W., Jansen, Rolf A., Koekemoer, Anton M., Marshall, Madeline A., Nonino, Mario, Ortiz III, Rafael, Pirzkal, Nor, Robotham, Aaron, Ryan Jr., Russell E., Summers, Jake, Willmer, Christopher N. A., Windhorst, Rogier A., Yan, Haojing, Zackrisson, Erik
We present an analysis of rest-frame UV continuum slopes, $\beta$, using a sample of 1011 galaxies at $6.5
Externí odkaz:
http://arxiv.org/abs/2404.10751
Autor:
Boyett, K., Bunker, A. J., Chevallard, J, Battisti, A. J., Henry, A. L., Wilkins, S., Malkan, M. A., Caruana, J., Atek, H., Baronchelli, I., Colbert, J., Dai, Y. S., Gardner, Jonathan. P., Rafelski, M., Scarlata, C., Teplitz, H. I., Wang, X.
We follow up emission line galaxies identified through the near-infrared slitless HST/WFC3 WISP survey with VLT/FORS2 optical spectroscopy. Over 4 WISP fields, we targetted 85 of 138 line emission objects at $0.4
Externí odkaz:
http://arxiv.org/abs/2404.07497
Autor:
Trussler, James, Conselice, Christopher, Adams, Nathan, Austin, Duncan, Caruana, Joseph, Harvey, Tom, Li, Qiong, Lovell, Christopher, Seeyave, Louise, Vijayan, Aswin, Wilkins, Stephen
We develop a photometric search method for identifying smouldering galaxies at $5< z < 8$, which are defined to have weak emission lines and thus generally have low specific star formation rates and may even be in a state of (temporary) quiescence. T
Externí odkaz:
http://arxiv.org/abs/2404.07163
While many have shown how Large Language Models (LLMs) can be applied to a diverse set of tasks, the critical issues of data contamination and memorization are often glossed over. In this work, we address this concern for tabular data. Specifically,
Externí odkaz:
http://arxiv.org/abs/2404.06209
It is well established that stellar discs are destabilized by sharp features in their phase space, driving recurrent spiral modes. We explore the extent to which surface-density breaks in disc galaxies - which represent sharp changes in the gradient
Externí odkaz:
http://arxiv.org/abs/2403.12233
Scalar-tensor theories have taken on a key role in attempts to confront the growing open questions in standard cosmology. It is important to understand entirely their dynamics at perturbative level including any possible spatial dependence in their g
Externí odkaz:
http://arxiv.org/abs/2403.10240
While many have shown how Large Language Models (LLMs) can be applied to a diverse set of tasks, the critical issues of data contamination and memorization are often glossed over. In this work, we address this concern for tabular data. Starting with
Externí odkaz:
http://arxiv.org/abs/2403.06644