Zobrazeno 1 - 10
of 4 755
pro vyhledávání: '"P. Nikolaou"'
This work presents a novel means for understanding learning dynamics and scaling relations in neural networks. We show that certain measures on the spectrum of the empirical neural tangent kernel, specifically entropy and trace, yield insight into th
Externí odkaz:
http://arxiv.org/abs/2410.07451
Publikováno v:
Phys. Rev. A 110, 043302 (2024)
We consider a "symmetric" quantum droplet in two spatial dimensions, which rotates in a harmonic potential, focusing mostly on the limit of "rapid" rotation. We examine this problem using a purely numerical approach, as well as a semi-analytic Wigner
Externí odkaz:
http://arxiv.org/abs/2407.02221
Autor:
Tovey, Samuel, Lohrmann, Christoph, Merkt, Tobias, Zimmer, David, Nikolaou, Konstantin, Koppenhöfer, Simon, Bushmakina, Anna, Scheunemann, Jonas, Holm, Christian
This work introduces SwarmRL, a Python package designed to study intelligent active particles. SwarmRL provides an easy-to-use interface for developing models to control microscopic colloids using classical control and deep reinforcement learning app
Externí odkaz:
http://arxiv.org/abs/2404.16388
Autor:
Nikolaou, Iasonas, Terzi, Evimaria
In this work, we formulate the problem of team formation amidst conflicts. The goal is to assign individuals to tasks, with given capacities, taking into account individuals' task preferences and the conflicts between them. Using dependent rounding s
Externí odkaz:
http://arxiv.org/abs/2403.00859
In this work, we develop a graphical model to capture team dynamics. We analyze the model and show how to learn its parameters from data. Using our model we study the phenomenon of team collapse from a computational perspective. We use simulations an
Externí odkaz:
http://arxiv.org/abs/2402.10243
Publikováno v:
Phys. Rev. A 109, 043304 (2024)
We investigate the rotational properties of quantum droplets, which form in a mixture of two Bose-Einstein condensates, in the presence of an anharmonic trapping potential. We identify various phases as the atom number and the angular momentum/angula
Externí odkaz:
http://arxiv.org/abs/2312.03615
We study monotone submodular maximization under general matroid constraints in the online setting. We prove that online optimization of a large class of submodular functions, namely, weighted threshold potential functions, reduces to online convex op
Externí odkaz:
http://arxiv.org/abs/2309.04339
Publikováno v:
Communications Medicine, Vol 4, Iss 1, Pp 1-8 (2024)
Abstract Background Heat has become a leading cause of preventable deaths during summer. Understanding the link between high temperatures and excess mortality is crucial for designing effective prevention and adaptation plans. Yet, data analyses are
Externí odkaz:
https://doaj.org/article/901b2b62a4c04211b0a0686c3f8054ce
Autor:
Oliver S. Boyd, William D. Barnhart, James Bourke, Martin Chapman, Paul S. Earle, Guo‐chin Dino Huang, Jessica A. Thompson Jobe, Won‐Young Kim, Frederik Link, Mairi Litherland, Andrew Lloyd, Maureen D. Long, Sara McBride, Andrew J. Michael, Walter D. Mooney, Gregory S. Mountain, Sissy Nikolaou, Alexandros Savvaidis, Felix Waldhauser, Cecily J. Wolfe, Clara Yoon
Publikováno v:
The Seismic Record, Vol 4, Iss 4, Pp 240-250 (2024)
On 5 April 2024, 10:23 a.m. local time, a moment magnitude 4.8 earthquake struck Tewksbury Township, New Jersey, about 65 km west of New York City. Millions of people from Virginia to Maine and beyond felt the ground shaking, resulting in the largest
Externí odkaz:
https://doaj.org/article/8b967c28f1bb464d8b244a318eacb916
Autor:
A. Bougiatioti, P. Nikolaou, I. Stavroulas, G. Kouvarakis, R. Weber, A. Nenes, M. Kanakidou, N. Mihalopoulos
Publikováno v:
Atmospheric Chemistry and Physics, Vol 16, Pp 4579-4591 (2016)
Particle water (liquid water content, LWC) and aerosol pH are important parameters of the aerosol phase, affecting heterogeneous chemistry and bioavailability of nutrients that profoundly impact cloud formation, atmospheric composition, and atmos
Externí odkaz:
https://doaj.org/article/ae432abb644840fba697866388aafe89