Zobrazeno 1 - 10
of 676
pro vyhledávání: '"P. Daniel-Thomas"'
We characterize the connectivity structure of feed-forward, deep neural networks (DNNs) using network motif theory. To address whether a particular motif distribution is characteristic of the training task, or function of the DNN, we compare the conn
Externí odkaz:
http://arxiv.org/abs/2403.00974
Autor:
Huang, Andris, Melkani, Yash, Calafiura, Paolo, Lazar, Alina, Murnane, Daniel Thomas, Pham, Minh-Tuan, Ju, Xiangyang
Particle tracking is crucial for almost all physics analysis programs at the Large Hadron Collider. Deep learning models are pervasively used in particle tracking related tasks. However, the current practice is to design and train one deep learning m
Externí odkaz:
http://arxiv.org/abs/2402.10239
Autor:
Boyacıoğlu, Burak, Babaei, Mahnoush, Mamo, Amanuel H., Bergbreiter, Sarah, Daniel, Thomas L., Morgansen, Kristi A.
Systems in nature are stochastic as well as nonlinear. In traditional applications, engineered filters aim to minimize the stochastic effects caused by process and measurement noise. Conversely, a previous study showed that the process noise can reve
Externí odkaz:
http://arxiv.org/abs/2310.00127
Autor:
Thomas Theurer, Dmitri Mauquoy, Rory Hadden, David Muirhead, Zakary Campbell-Lochrie, Sergio Vargas Córdoba, Clemens von Scheffer, Daniel Thomas Coathup
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-13 (2024)
Abstract Escalations in wildfire activity are of significant global concern, particularly within vulnerable wetland ecosystems integral to natural carbon sequestration and climate change mitigation. Our understanding and management of future wildfire
Externí odkaz:
https://doaj.org/article/85420209349b4cd6a4a012f5b4d1543b
We investigate a new production mechanism of axion-like particle (ALP) from $B$ meson annihilation decays and its observation potential at the Belle and Belle II experiments. This mechanism allows for the production of ALP from $B$ meson decays in as
Externí odkaz:
http://arxiv.org/abs/2306.03464
Autor:
Liu, Ryan, Calafiura, Paolo, Farrell, Steven, Ju, Xiangyang, Murnane, Daniel Thomas, Pham, Tuan Minh
We introduce a novel variant of GNN for particle tracking called Hierarchical Graph Neural Network (HGNN). The architecture creates a set of higher-level representations which correspond to tracks and assigns spacepoints to these tracks, allowing dis
Externí odkaz:
http://arxiv.org/abs/2303.01640
Autor:
Mihir D. Wechalekar, Lin-Pierre Zhao, Monika M. Kutyna, Lih En Hong, Joule Li, Kevin Hung, Hamish S. Scott, Anna Brown, Christopher C. Hahn, Karin Kassahn, Dariusz Ladon, David T. Yeung, Daniel Thomas, Mrinal Patnaik, Susanna Proudman, Lionel Ades, Mithun V. Shah, Chung H. Kok, Devendra K. Hiwase
Publikováno v:
Blood Cancer Journal, Vol 14, Iss 1, Pp 1-5 (2024)
Externí odkaz:
https://doaj.org/article/8a363b1a155c4c5b8cf3f98ef635b878
Autor:
Evangelos J. Giamarellos-Bourboulis, Massimo Antonelli, Frank Bloos, Ioanna Kotsamidi, Christos Psarrakis, Konstantina Dakou, Daniel Thomas-Rüddel, Luca Montini, Josef Briegel, Georgia Damoraki, Panagiotis Koufargyris, Souzana Anisoglou, Eleni Antoniadou, Glykeria Vlachogianni, Christos Tsiantas, Matteo Masullo, Aikaterini Ioakeimidou, Eumorfia Kondili, Maria Ntaganou, Eleni Gkeka, Vassileios Papaioannou, Effie Polyzogopoulou, Armin J. Reininger, Gennaro De Pascale, Michael Kiehntopf, Eleni Mouloudi, Michael Bauer
Publikováno v:
EBioMedicine, Vol 109, Iss , Pp 105414- (2024)
Summary: Background: Endotype classification becomes the cornerstone of understanding sepsis pathogenesis. Macrophage activation-like syndrome (MALS) and immunoparalysis are the best recognized major endotypes, so far. Interferon-gamma (IFNγ) action
Externí odkaz:
https://doaj.org/article/80cd65cb79ff4e389c82417225e95548
Autor:
Tracey McConnell, Kathryn Gillespie, Noah Potvin, Audrey Roulston, Jenny Kirkwood, Daniel Thomas, Angela McCullagh, Lorna Roche, Marcella O’Sullivan, Kate Binnie, Amy Clements-Cortés, Lauren DiMaio, Zara Thompson, Giorgos Tsiris, Ranka Radulovic, Lisa Graham-Wisener
Publikováno v:
BMC Palliative Care, Vol 23, Iss 1, Pp 1-15 (2024)
Abstract Background Informal carers of terminally ill patients play a vital role in providing palliative care at home, which impacts on their pre- and post-death bereavement experience and presents an up to 50% greater risk for mental-health problems
Externí odkaz:
https://doaj.org/article/4a8908adbf20494792cd7cf769dbc88d
Pruning deep neural networks generates a sparse, bio-inspired nonlinear controller for insect flight
Insect flight is a strongly nonlinear and actuated dynamical system. As such, strategies for understanding its control have typically relied on either model-based methods or linearizations thereof. Here we develop a framework that combines model pred
Externí odkaz:
http://arxiv.org/abs/2201.01852