David Saad - Publications, H-index & Citations

David Saad

Aston University

32H指数

243论文数

3.9K被引数

收录论文 15

发表时间

Viral load inference of high dynamic range signals using non-adaptive pooled testing 高通量信号下病毒载量推断的非适应性混合检测方法

PHYSICA SCRIPTA

IF2.6

2025-02-06

PREAI

Sheikh, Mansoor; Saad, David

Inferring structure of cortical neuronal networks from activity data: A statistical physics approach

PNAS NEXUS

IF3.8

2024-12-19

OAAI

Po, Ho Fai; Houben, Akke Mats; Haeb, Anna-Christina; Jenkins, David Rhys; Hill, Eric J.; Parri, H. Rheinallt; Soriano, Jordi; Saad, David

Infection-induced cascading failures - impact and mitigation

COMMUNICATIONS PHYSICS

IF5.8

2024-05-04

OAAI

Li, Bo; Saad, David

Network pruning and growth: Probabilistic optimization

PHYSICAL REVIEW RESEARCH

IF4.2

2023-08-08

OAAI

Xu, Yi-Zhi; Saad, David

Principled Machine Learning

IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

IF5.1

2022-07-01

OAAI

Raykov, Yordan P.; Saad, David

Competition, Collaboration, and Optimization in Multiple Interacting Spreading Processes

PHYSICAL REVIEW X

IF15.7

2021-03-10

OAAI

Sun, Hanlin; Saad, David; Lokhov, Andrey Y.

Reducing urban traffic congestion due to localized routing decisions

PHYSICAL REVIEW RESEARCH

IF4.2

2020-09-02

OAAI

Li, Bo; Saad, David; Lokhov, Andrey Y.

Optimal deployment of resources for maximizing impact in spreading processes

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2017-09-12

OAAI

Lokhov, Andrey Y.; Saad, David

Self-sustained clusters as drivers of computational hardness in p-spin models

PHYSICAL REVIEW B

IF3.7

2017-07-12

OAAI

Rocchi, Jacopo; Saad, David; Yeung, Chi Ho

Communication networks beyond the capacity crunch

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

IF3.7

2016-03-06

OAAI

Ellis, A. D.; Mac Suibhne, N.; Saad, D.; Payne, D. N.

Physics-Inspired Methods for Networking and Communications

IEEE COMMUNICATIONS MAGAZINE

IF8.2

2014-11-01

OAAI

Saad, David; Yeung, Chi Ho; Rodolakis, Georgios; Syrivelis, Dimitris; Koutsopoulos, Iordanis; Tassiulas, Leandros; Urbanke, Ruediger; Giaccone, Paolo; Leonardi, Emilio

From the physics of interacting polymers to optimizing routes on the London Underground

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2013-07-29

OAAI

Yeung, Chi Ho; Saad, David; Wong, K. Y. Michael

Efficient training of recurrent neural network with time delays 时滞递归神经网络的高效训练

NEURAL NETWORKS

IF6.3

1997-01-01

PREAI

Cohen, B; Saad, D; Marom, E

Radial basis function networks: Generalization in over-realizable and unrealizable scenarios

NEURAL NETWORKS

IF6.3

1996-12-01

PREAI

Freeman, JAS; Saad, D

General Gaussian priors for improved generalization 用于改进泛化的一般高斯先验

NEURAL NETWORKS

IF6.3

1996-08-01

PREAI

Saad, D

研究方向