Zobrazeno 1 - 10
of 2 105
pro vyhledávání: '"Lim, Soon"'
Autor:
Lim, Soon Hoe, Wang, Yijin, Yu, Annan, Hart, Emma, Mahoney, Michael W., Li, Xiaoye S., Erichson, N. Benjamin
Flow matching has recently emerged as a powerful paradigm for generative modeling and has been extended to probabilistic time series forecasting in latent spaces. However, the impact of the specific choice of probability path model on forecasting per
Externí odkaz:
http://arxiv.org/abs/2410.03229
State space models (SSMs) leverage linear, time-invariant (LTI) systems to effectively learn sequences with long-range dependencies. By analyzing the transfer functions of LTI systems, we find that SSMs exhibit an implicit bias toward capturing low-f
Externí odkaz:
http://arxiv.org/abs/2410.02035
Autor:
Lim, Soon Wei Daniel, Kee, Yong How, Smith, Scott Nicholas Allan, Tan, Shan Mei, Lim, An Eng, Yang, Yuansheng, Goh, Shireen
Inertial microfluidics have been limited to dilute particle concentrations due to defocusing at high particle concentrations. However, we observed a counterintuitive shift of focusing to the outer wall at high concentrations, which contradicts the ex
Externí odkaz:
http://arxiv.org/abs/2409.12488
Autor:
Lim, Soon Hoe
The main goal of these notes is to give an introduction to the mathematics of quantum noise and some of its applications in non-equilibrium statistical mechanics. We start with some reminders from the theory of classical stochastic processes. We then
Externí odkaz:
http://arxiv.org/abs/2407.04005
Optical singularities, which are positions within an electromagnetic field where certain field parameters become undefined, hold significant potential for applications in areas such as super-resolution microscopy, sensing, and communication. This pot
Externí odkaz:
http://arxiv.org/abs/2406.00784
Autor:
Park, Joon-Suh, Lim, Soon Wei Daniel, Amirzhan, Arman, Kang, Hyukmo, Karrfalt, Karlene, Kim, Daewook, Leger, Joel, Urbas, Augustine M., Ossiander, Marcus, Li, Zhaoyi, Capasso, Federico
Metasurfaces, optics made from subwavelength-scale nanostructures, have been limited to millimeter-sizes by the scaling challenge of producing vast numbers of precisely engineered elements over a large area. In this study, we demonstrate an all-glass
Externí odkaz:
http://arxiv.org/abs/2307.08186
Optical metasurfaces composed of precisely engineered nanostructures have gained significant attention for their ability to manipulate light and implement distinct functionalities based on the properties of the incident field. Computational imaging s
Externí odkaz:
http://arxiv.org/abs/2307.08106
The theory of quantum Brownian motion describes the properties of a large class of open quantum systems. Nonetheless, its description in terms of a Born-Markov master equation, widely used in the literature, is known to violate the positivity of the
Externí odkaz:
http://hdl.handle.net/10150/622483
http://arizona.openrepository.com/arizona/handle/10150/622483
http://arizona.openrepository.com/arizona/handle/10150/622483
We introduce a novel gated recurrent unit (GRU) with a weighted time-delay feedback mechanism in order to improve the modeling of long-term dependencies in sequential data. This model is a discretized version of a continuous-time formulation of a rec
Externí odkaz:
http://arxiv.org/abs/2212.00228