From explicit to spontaneous charge order and the fate of antiferromagnetic quantum Hall state

Autor: Hafez-Torbati, Mohsen

The antiferromagnetic quantum Hall insulator (AFQHI) where one of the spin components is in the quantum Hall state and the other in the trivial state is an established phase emerging as a result of the Hubbard repulsion in spinful quantum Hall system

Externí odkaz: http://arxiv.org/abs/2410.23367

AnnoCTR: A Dataset for Detecting and Linking Entities, Tactics, and Techniques in Cyber Threat Reports

Autor: Lange, Lukas, Müller, Marc, Torbati, Ghazaleh Haratinezhad, Milchevski, Dragan, Grau, Patrick, Pujari, Subhash, Friedrich, Annemarie

Monitoring the threat landscape to be aware of actual or potential attacks is of utmost importance to cybersecurity professionals. Information about cyber threats is typically distributed using natural language reports. Natural language processing ca

Externí odkaz: http://arxiv.org/abs/2404.07765

Generalization of Heterogeneous Multi-Robot Policies via Awareness and Communication of Capabilities

Autor: Howell, Pierce, Rudolph, Max, Torbati, Reza, Fu, Kevin, Ravichandar, Harish

Recent advances in multi-agent reinforcement learning (MARL) are enabling impressive coordination in heterogeneous multi-robot teams. However, existing approaches often overlook the challenge of generalizing learned policies to teams of new compositi

Externí odkaz: http://arxiv.org/abs/2401.13127

MARBLER: An Open Platform for Standardized Evaluation of Multi-Robot Reinforcement Learning Algorithms

Autor: Torbati, Reza, Lohiya, Shubham, Singh, Shivika, Nigam, Meher Shashwat, Ravichandar, Harish

Multi-Agent Reinforcement Learning (MARL) has enjoyed significant recent progress thanks, in part, to the integration of deep learning techniques for modeling interactions in complex environments. This is naturally starting to benefit multi-robot sys

Externí odkaz: http://arxiv.org/abs/2307.03891

Loss of symmetric cell division of apical neural progenitors drives DENND5A-related developmental and epileptic encephalopathy

Autor: Emily Banks, Vincent Francis, Sheng-Jia Lin, Fares Kharfallah, Vladimir Fonov, Maxime Lévesque, Chanshuai Han, Gopinath Kulasekaran, Marius Tuznik, Armin Bayati, Reem Al-Khater, Fowzan S. Alkuraya, Loukas Argyriou, Meisam Babaei, Melanie Bahlo, Behnoosh Bakhshoodeh, Eileen Barr, Lauren Bartik, Mahmoud Bassiony, Miriam Bertrand, Dominique Braun, Rebecca Buchert, Mauro Budetta, Maxime Cadieux-Dion, Daniel G. Calame, Heidi Cope, Donna Cushing, Stephanie Efthymiou, Marwa Abd Elmaksoud, Huda G. El Said, Tawfiq Froukh, Harinder K. Gill, Joseph G. Gleeson, Laura Gogoll, Elaine S.-Y. Goh, Vykuntaraju K. Gowda, Tobias B. Haack, Mais O. Hashem, Stefan Hauser, Trevor L. Hoffman, Jacob S. Hogue, Akimoto Hosokawa, Henry Houlden, Kevin Huang, Stephanie Huynh, Ehsan G. Karimiani, Silke Kaulfuß, G. Christoph Korenke, Amy Kritzer, Hane Lee, James R. Lupski, Elysa J. Marco, Kirsty McWalter, Arakel Minassian, Berge A. Minassian, David Murphy, Juanita Neira-Fresneda, Hope Northrup, Denis M. Nyaga, Barbara Oehl-Jaschkowitz, Matthew Osmond, Richard Person, Davut Pehlivan, Cassidy Petree, Lynette G. Sadleir, Carol Saunders, Ludger Schoels, Vandana Shashi, Rebecca C. Spillmann, Varunvenkat M. Srinivasan, Paria N. Torbati, Tulay Tos, Undiagnosed Diseases Network, Maha S. Zaki, Dihong Zhou, Christiane Zweier, Jean-François Trempe, Thomas M. Durcan, Ziv Gan-Or, Massimo Avoli, Cesar Alves, Gaurav K. Varshney, Reza Maroofian, David A. Rudko, Peter S. McPherson

Publikováno v: Nature Communications, Vol 15, Iss 1, Pp 1-22 (2024)

Abstract Developmental and epileptic encephalopathies (DEEs) feature altered brain development, developmental delay and seizures, with seizures exacerbating developmental delay. Here we identify a cohort with biallelic variants in DENND5A, encoding a

Externí odkaz: https://doaj.org/article/67b9cc39749f4c32a8e5662c1d902770