AI for Extreme Event Modeling and Understanding: Methodologies and Challenges

Autor: Camps-Valls, Gustau, Fernández-Torres, Miguel-Ángel, Cohrs, Kai-Hendrik, Höhl, Adrian, Castelletti, Andrea, Pacal, Aytac, Robin, Claire, Martinuzzi, Francesco, Papoutsis, Ioannis, Prapas, Ioannis, Pérez-Aracil, Jorge, Weigel, Katja, Gonzalez-Calabuig, Maria, Reichstein, Markus, Rabel, Martin, Giuliani, Matteo, Mahecha, Miguel, Popescu, Oana-Iuliana, Pellicer-Valero, Oscar J., Ouala, Said, Salcedo-Sanz, Sancho, Sippel, Sebastian, Kondylatos, Spyros, Happé, Tamara, Williams, Tristan

In recent years, artificial intelligence (AI) has deeply impacted various fields, including Earth system sciences. Here, AI improved weather forecasting, model emulation, parameter estimation, and the prediction of extreme events. However, the latter

Externí odkaz: http://arxiv.org/abs/2406.20080

Human Factors in Model-Driven Engineering: Future Research Goals and Initiatives for MDE

Autor: Liebel, Grischa, Klünder, Jil, Hebig, Regina, Lazik, Christopher, Nunes, Inês, Graßl, Isabella, Steghöfer, Jan-Philipp, Exelmans, Joeri, Oertel, Julian, Marquardt, Kai, Juhnke, Katharina, Schneider, Kurt, Gren, Lucas, Happe, Lucia, Herrmann, Marc, Wyrich, Marvin, Tichy, Matthias, Goulão, Miguel, Wohlrab, Rebekka, Kalantari, Reyhaneh, Heinrich, Robert, Greiner, Sandra, Rukmono, Satrio Adi, Chakraborty, Shalini, Abrahão, Silvia, Amaral, Vasco

Purpose: Software modelling and Model-Driven Engineering (MDE) is traditionally studied from a technical perspective. However, one of the core motivations behind the use of software models is inherently human-centred. Models aim to enable practitione

Externí odkaz: http://arxiv.org/abs/2404.18682

HighNESS Conceptual Design Report: Volume I

Autor: Santoro, V., Kheir, O. Abou El, Acharya, D., Akhyani, M., Andersen, K. H., Barrow, J., Bentley, P., Bernasconi, M., Bertelsen, M., Bessler, Y., Bianchi, A., Brooijmans, G., Broussard, L., Brys, T., Busi, M., Campi, D., Chambon, A., Chen, J., Czamler, V., Deen, P., DiJulio, D. D., Dian, E., Draskovits, L., Dunne, K., Barbari, M. El, Ferreira, M. J., Fierlinger, P., Fröst, V. T., Folsom, B. T., Friman-Gayer, U., Gaye, A., Gorini, G., Gustafsson, A., Gutberlet, T., Happe, C., Han, X., Hartl, M., Holl, M., Jackson, A., Kemp, E., Kamyshkov, Y., Kittelmann, T., Klinkby, E. B., Kolevatov, R., Laporte, S. I., Lauritzen, B., Lejon, W., Linander, R., Lindroos, M., Marko, M., Damián, J. I. Márquez, McClanahan, T. C., Meirose, B., Mezei, F., Michel, K., Milstead, D., Muhrer, G., Nepomuceno, A., Neshvizhevsky, V., Nilsson, T., Odén, U., Plivelic, T., Ramic, K., Rataj, B., Remec, I., Rizzi, N., Rogers, J., Rosenthal, E., Rosta, L., Rücker, U., Samothrakitis, S., Schreyer, A., Selknaes, J. R., Shuai, H., Silverstein, S., Snow, W. M., Strobl, M., Strothmann, M., Takibayev, A., Wagner, R., Willendrup, P., Xu, S., Yiu, S. C., Yngwe, L., Young, A. R., Wolke, M., Zakalek, P., Zavorka, L., Zanini, L., Zimmer, O.

The European Spallation Source, currently under construction in Lund, Sweden, is a multidisciplinary international laboratory. Once completed to full specifications, it will operate the world's most powerful pulsed neutron source. Supported by a 3 mi

Externí odkaz: http://arxiv.org/abs/2309.17333

Getting pwn'd by AI: Penetration Testing with Large Language Models

Autor: Happe, Andreas, Cito, Jürgen

The field of software security testing, more specifically penetration testing, is an activity that requires high levels of expertise and involves many manual testing and analysis steps. This paper explores the potential usage of large-language models

Externí odkaz: http://arxiv.org/abs/2308.00121

Targeted DNA-seq and RNA-seq of Reference Samples with Short-read and Long-read Sequencing

Autor: Binsheng Gong, Dan Li, Paweł P. Łabaj, Bohu Pan, Natalia Novoradovskaya, Danielle Thierry-Mieg, Jean Thierry-Mieg, Guangchun Chen, Anne Bergstrom Lucas, Jennifer S. LoCoco, Todd A. Richmond, Elizabeth Tseng, Rebecca Kusko, Scott Happe, Timothy R. Mercer, Carlos Pabón-Peña, Michael Salmans, Hagen U. Tilgner, Wenzhong Xiao, Donald J. Johann, Wendell Jones, Weida Tong, Christopher E. Mason, David P. Kreil, Joshua Xu

Publikováno v: Scientific Data, Vol 11, Iss 1, Pp 1-13 (2024)

Abstract Next-generation sequencing (NGS) has revolutionized genomic research by enabling high-throughput, cost-effective genome and transcriptome sequencing accelerating personalized medicine for complex diseases, including cancer. Whole genome/tran

Externí odkaz: https://doaj.org/article/73cc5c3ee70441e7acfa9bce7c026093