Zobrazeno 1 - 10
of 182
pro vyhledávání: '"Flynn, Thomas P."'
In distributed optimization, the communication of model updates can be a performance bottleneck. Consequently, gradient compression has been proposed as a means of increasing optimization throughput. In general, due to information loss, compression i
Externí odkaz:
http://arxiv.org/abs/2411.12898
Autor:
Saravanan, Vijayalakshmi, Siehien, Perry, Yoo, Shinjae, Van Dam, Hubertus, Flynn, Thomas, Kelly, Christopher, Ibrahim, Khaled Z
Detecting abrupt changes in real-time data streams from scientific simulations presents a challenging task, demanding the deployment of accurate and efficient algorithms. Identifying change points in live data stream involves continuous scrutiny of i
Externí odkaz:
http://arxiv.org/abs/2402.10291
We introduce a novel approach to the three-dimensional reconstruction of superfluid vortex filaments using deep convolutional neural networks. Superfluid vortices, quantum mechanical phenomena of immense scientific interest, are challenging to image
Externí odkaz:
http://arxiv.org/abs/2312.14815
In classical fluids, the Weber number is a dimensionless parameter that characterises the flow of a multi-phase fluid. The superfluid analogy of a classical multi-phase fluid can be realised in a system of two or more immiscible Bose-Einstein condens
Externí odkaz:
http://arxiv.org/abs/2311.04819
Performance modeling is an essential tool in many areas, including performance characterization/optimization, design space exploration, and resource allocation problems, to name a few. However, existing performance modeling approaches have limitation
Externí odkaz:
http://arxiv.org/abs/2310.16792
A two-component quantum droplet is an attractive mixture of ultracold bosons stabilised against collapse by quantum fluctuations. Commonly, two-component quantum droplets are studied within a balanced mixture. However, the mixture can be imbalanced r
Externí odkaz:
http://arxiv.org/abs/2309.04300
Quantum droplets are a quantum analogue to classical fluid droplets in that they are self-bound and display liquid-like properties -- such as incompressibility and surface tension -- though their stability is the result of quantum fluctuations. One o
Externí odkaz:
http://arxiv.org/abs/2209.04318
We present a new, stochastic variant of the projective splitting (PS) family of algorithms for monotone inclusion problems. It can solve min-max and noncooperative game formulations arising in applications such as robust ML without the convergence is
Externí odkaz:
http://arxiv.org/abs/2106.13067
While discrete-event simulators are essential tools for architecture research, design, and development, their practicality is limited by an extremely long time-to-solution for realistic applications under investigation. This work describes a concerte
Externí odkaz:
http://arxiv.org/abs/2105.05821
Autor:
Flynn, Thomas
In this article we consider an optimization problem where the objective function is evaluated at the fixed-point of a contraction mapping parameterized by a control variable, and optimization takes place over this control variable. Since the derivati
Externí odkaz:
http://arxiv.org/abs/2005.00215