AHA/ASA Journals

Contrastive Machine Learning to Quantify Hypertensive Multiorgan Damage and Identify New Disease Phenotypes: A Multinational Multimodal Study

BACKGROUND: Hypertension induces structural and functional damage in multiple organs. Evidence of subclinical damage ...
Hosted on MSN

How to graph the equation of a square root

Certainly! Here is the revised description with links removed: Learn how to graph the square root function. Like other functions, to graph the square root function, we first graph the parent function ...
C&EN

The Dynamic Connection Layer (DCL): Enhancing Topological Representation in Chemical Graph Neural Networks

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. Non-Commercial (NC): Only non-commercial uses of the work are permitted. In ...
IEEE

Bayesian Meta Random Graph Implicit Enhanced Network for Lithium-Ion Batteries Remaining Useful Life Prediction With Few-Shot and Uncertainty Interference

Abstract: Accurately predicting and evaluating the remaining useful life (RUL) of lithium-ion batteries (LIBs) is of great significance to develop a maintenance program for replacing batteries ...
PNAS

Renormalization group analysis of the Anderson model on random regular graphs

A particle in quantum mechanics can escape thermalization in the presence of a random potential, a phenomenon known as Anderson localization. The properties of the Anderson localization transition ...
IEEE

Online Distributed Optimization With Nonconvex Objective Functions Under Unbalanced Digraphs: Dynamic Regret Analysis

Abstract: In this paper, the problem of online distributed optimization subject to a convex set is studied by employing a network of agents. Each agent's objective function is time-varying and ...
Scientific Research Publishing

Multi-Head Attention Spatial-Temporal Graph Neural Networks for Traffic Forecasting ()

Accurate traffic prediction is crucial for an intelligent traffic system (ITS). However, the excessive non-linearity and complexity of the spatial-temporal correlation in traffic flow severely limit ...
GitHub

Monte-Carlo Graph Search from First Principles

Monte-Carlo Tree Search (MCTS) except applied to directed graphs instead of trees, "Monte-Carlo Graph Search" ("MCGS"), is sometimes considered to be pretty tricky to implement in a sound way.
C&EN

Polymer Informatics at Scale with Multitask Graph Neural Networks

School of Materials Science and Engineering, Georgia Institute of Technology, 30332 Atlanta, Georgia United States Article Views are the COUNTER-compliant sum of full text article downloads since ...