Estimates on the generalization error of physics informed neural networks (PINNs) for approximating PDEs II: a class of inverse problems. Preprint at arXiv https://arxiv.org/abs/2007.01138 (2020). Shin, Y., Zhang, Z. & Karniadakis, G.E. Error estimates of residual minimization using neural...
Several surprising applications of number theory and the theory of finite number fields, the Galois fields, to real world problems in physics, communication engineering and artistic design are here described. They indude the design of concert hall ceilings for better ound diffusion; the confirmation ...
In this Review, we focus on topological defects and topologically protected edge modes, with an emphasis on the distinctive properties they acquire in active media. These paradigmatic examples represent two physically distinct classes of phenomena that are robust thanks to a common mathematical origin:...
As the 21st century opens, we are on the threshold of using this radiation to gain a new perspective on the observable universe. The theory of gravitational radiation already makes an important contribution to the understanding of a number of astronomical systems, such as neutron star binaries, ...
Bagnold made the analogy between a river and a machine, relating the rate at which bed load is transported to the rate of energy expenditure in the channel, such that ib = omega eb / tan alpha where: (in mass units) ib is the transport rate of bed load measured as immersed mass per...
In active matter systems, individual constituents convert energy into non-conservative forces or motion at the microscale, leading to morphological features and transport properties that do not occur in equilibrium and that are robust against certain per
Reviews experimental data on various aspects of climate control. Includes a discussion of (1) the physics of cloud seeding, (2) the applications of cloud s... Tribus,M. - 《Science》 被引量: 18发表: 1970年 Re-Evaluation of the Arizona Cloud-Seeding Experiment The apparent effect of cloud...
‘novelistic’ visual novel I’ve played, thanks to Creative Director and Lead Writer Jonathan Durham. The amount of detail put into the tech aboard the Gun-Dog goes far beyond any of the manga and anime that inspired it. To get the ship’s power back on during the game’s midpoint, ...
(IMBM). Feza Gursey Center for Physics and Mathematics. Muhammed Uludag's Talk on 4.4.2018. Olcay Coskun won the "Science Academy s 2017 Young Scientist Award (BAGEP)". Betül Tanbay was elected as a member of the executive committee of the European Mathematical Society. Alp Bassa and ...
K Wang,Q Tan,Wang J.Liu Y.Yao S.Peng Y.Zhai Z. - 《Journal of Manufacturing Processes》 被引量: 0发表: 2024年 The impact of convective criteria on the properties of massive stars We study the differences between models computed with Ledoux and Schwarzschild criteria on the internal structu...