WiNNbeta: Batch and drift correction method by white noise normalization for metabolomic studies

Autor: Demler, Olga, Giulianini, Franco, Liu, Yanyan, Londschien, Malte, Sjöström, Anja, Tanna, Tanmay, Luttmann-Gibson, Heike, Jeanrenaud, Antoine

We developed a method called batch and drift correction method by White Noise Normalization (WiNNbeta) to correct individual metabolites for batch effects and drifts. This method tests for white noise properties to identify metabolites in need of cor

Externí odkaz: http://arxiv.org/abs/2404.07906

Few-cycle optical vortices for strong field physics

Autor: Guer, Matthieu, Luttmann, Martin, Hergott, Jean-François, Lepetit, Fabien, Ruchon, Olivier Tcherbakoff Thierry, Géneaux, Romain

We report on the generation of optical vortices with few-cycle pulse durations, 500$\mu$J per pulse, at a repetition rate of 1 kHz. To do so, a 25 fs laser beam at 800 nm is shaped with a helical phase and coupled into a hollow core fiber filled with

Externí odkaz: http://arxiv.org/abs/2312.11087

RL4CO: an Extensive Reinforcement Learning for Combinatorial Optimization Benchmark

Autor: Berto, Federico, Hua, Chuanbo, Park, Junyoung, Luttmann, Laurin, Ma, Yining, Bu, Fanchen, Wang, Jiarui, Ye, Haoran, Kim, Minsu, Choi, Sanghyeok, Zepeda, Nayeli Gast, Hottung, André, Zhou, Jianan, Bi, Jieyi, Hu, Yu, Liu, Fei, Kim, Hyeonah, Son, Jiwoo, Kim, Haeyeon, Angioni, Davide, Kool, Wouter, Cao, Zhiguang, Zhang, Qingfu, Kim, Joungho, Zhang, Jie, Shin, Kijung, Wu, Cathy, Ahn, Sungsoo, Song, Guojie, Kwon, Changhyun, Tierney, Kevin, Xie, Lin, Park, Jinkyoo

Deep reinforcement learning (RL) has recently shown significant benefits in solving combinatorial optimization (CO) problems, reducing reliance on domain expertise, and improving computational efficiency. However, the field lacks a unified benchmark

Externí odkaz: http://arxiv.org/abs/2306.17100

Conservation of a Half-Integer Angular Momentum in Nonlinear Optics with a Polarization M\'obius Strip

Autor: Luttmann, Martin, Vimal, Mekha, Guer, Matthieu, Hergott, Jean-François, Khoury, Antonio Z., Hernández-García, Carlos, Pisanty, Emilio, Ruchon, Thierry

Symmetries and conservation laws of energy, linear momentum and angular momentum play a central role in physics, in particular in nonlinear optics. Recently, light fields with non trivial topology, such as polarization M\"obius strips or torus-knot b

Externí odkaz: http://arxiv.org/abs/2209.00454

Long-term survival for lymphoid neoplasms and national health expenditure (EUROCARE-6): a retrospective, population-based study

Autor: Hackl, Monika, Van Eycken, Elizabeth, Van Damme, Nancy, Valerianova, Zdravka, Sekerija, Mario, Scoutellas, Vasos, Demetriou, Anna, Dušek, Ladislav, Krejici, Denisa, Storm, Hans, Mägi, Margit, Innos, Kaire, Pitkäniemi, Janne, Velten, Michel, Troussard, Xavier, Bouvier, Anne-Marie, Jooste, Valerie, Guizard, Anne-Valérie, Launoy, Guy, Dabakuyo Yonli, Sandrine, Maynadié, Marc, Woronoff, Anne-Sophie, Nousbaum, Jean-Baptiste, Coureau, Gaëlle, Monnereau, Alain, Baldi, Isabelle, Hammas, Karima, Tretarre, Brigitte, Colonna, Marc, Plouvier, Sandrine, D'Almeida, Tania, Molinié, Florence, Cowppli-Bony, Anne, Bara, Simona, Debreuve, Adeline, Defossez, Gautier, Lapôtre-Ledoux, Bénédicte, Grosclaude, Pascale, Daubisse-Marliac, Laetitia, Luttmann, Sabine, Eberle, Andrea, Stabenow, Roland, Nennecke, Alice, Kieschke, Joachim, Zeissig, Sylke, Holleczek, Bernd, Katalinic, Alexander, Birgisson, Helgi, Murray, Deirdre, Walsh, Paul M, Mazzoleni, Guido, Vittadello, Fabio, Cuccaro, Francesco, Galasso, Rocco, Sampietro, Giuseppe, Rosso, Stefano, Gasparotti, Cinzia, Maifredi, Giovanni, Ferrante, Margherita, Ragusa, Rosalia, Sutera Sardo, Antonella, Gambino, Maria Letizia, Lanzoni, Monica, Ballotari, Paola, Giacomazzi, Erica, Ferretti, Stefano, Caldarella, Adele, Manneschi, Gianfranco, Gatta, Gemma, Sant, Milena, Baili, Paolo, Berrino, Franco, Botta, Laura, Trama, Annalisa, Lillini, Roberto, Bernasconi, Alice, Bonfarnuzzo, Simone, Vener, Claudia, Didonè, Fabio, Lasalvia, Paolo, Buratti, Lucia, Tagliabue, Giovanna, Serraino, Diego, Dal Maso, Luigino, Capocaccia, Riccardo, De Angelis, Roberta, Demuru, Elena, Cerza, Francesco, Di Mari, Fabrizio, Di Benedetto, Corrado, Rossi, Silvia, Santaquilani, Mariano, Venanzi, Serenella, Tallon, Marco, Boni, Luca, Iacovacci, Silvia, Gennaro, Valerio, Russo, Antonio Giampiero, Gervasi, Federico, Spagnoli, Gianbattista, Cavalieri d'Oro, Luca, Fusco, Mario, Vitale, Maria Francesca, Usala, Mario, Mazzucco, Walter, Michiara, Maria, Chiranda, Giorgio, Cascone, Giuseppe, Rollo, Concetta Patrizia, Mangone, Lucia, Falcini, Fabio, Cavallo, Rossella, Piras, Daniela, Madeddu, Anselmo, Bella, Francesca, Fanetti, Anna Clara, Minerba, Sante, Candela, Giuseppina, Scuderi, Tiziana, Rizzello, Roberto Vito, Stracci, Fabrizio, Rugge, Massimo, Brustolin, Angelita, Pildava, Santa, Smailyte, Giedre, Azzopardi, Miriam, Johannesen, Tom Børge, Didkowska, Joanna, Wojciechowska, Urszula, Bielska-Lasota, Magdalena, Pais, Ana, Bento, Maria José, Ferreira, Ana Maia, Lourenço, António, Safaei Diba, Chakameh, Zadnik, Vesna, Zagar, Tina, Sánchez-Contador Escudero, Carmen, Franch Sureda, Paula, Lopez de Munain, Arantza, De-La-Cruz, Marta, Rojas, María Dolores, Aleman, Araceli, Vizcaino, Ana, Marcos-Gragera, Rafael, Sanvisens, Arantza, Sanchez, Maria Josè, Chirlaque Lopez, Maria Dolores, Sanchez-Gil, Antonia, Guevara, Marcela, Ardanaz, Eva, Galceran, Jaume, Carulla, Maria, Bergeron, Yvan, Bouchardy, Christine, Mohsen Mousavi, Seyed, Went, Philip, Blum, Marcel, Bordoni, Andrea, Visser, Otto, Stevens, Sarah, Broggio, John, Bennett, Damien, Gavin, Anna, Morrison, David, Huws, Dyfed Wyn, Paapsi, Keiu, Mousavi, Seyed Mohsen, Sánchez, Maria-Jose

Publikováno v: In The Lancet Oncology June 2024 25(6):731-743