Kinetic realization of delayed polynomial dynamical models
Sign Up to like & getrecommendations! Published in 2019 at "IFAC-PapersOnLine"
DOI: 10.1016/j.ifacol.2019.07.008
Abstract: Abstract In this paper, we study the kinetic realization problem of nonnegative delayed polynomial systems. Given a set of delayed polynomial differential equations, the task is to assign a chemical reaction network structure that realizes… read more here.
Keywords: realization delayed; delayed polynomial; kinetic realization; polynomial dynamical ... See more keywords
Data-driven identification of dynamical models using adaptive parameter sets.
Sign Up to like & getrecommendations! Published in 2022 at "Chaos"
DOI: 10.1063/5.0077447
Abstract: This paper presents two data-driven model identification techniques for dynamical systems with fixed point attractors. Both strategies implement adaptive parameter update rules to limit truncation errors in the inferred dynamical models. The first strategy can… read more here.
Keywords: dynamical models; identification; adaptive parameter; data driven ... See more keywords
Pedestrian Path, Pose, and Intention Prediction Through Gaussian Process Dynamical Models and Pedestrian Activity Recognition
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2018.2836305
Abstract: According to several reports published by worldwide organizations, thousands of pedestrians die in road accidents every year. Due to this fact, vehicular technologies have been evolving with the intent of reducing these fatalities. This evolution… read more here.
Keywords: process dynamical; activity; path; dynamical models ... See more keywords
Evaluating Seasonal Climate Forecasts from Dynamical Models over South America
Sign Up to like & getrecommendations! Published in 2023 at "Journal of Hydrometeorology"
DOI: 10.1175/jhm-d-22-0156.1
Abstract: Seasonal climate forecasts have socioeconomic value, and the quality of the forecasts is important to various societal applications. Here we evaluate seasonal forecasts of three climate variables, vapor pressure deficit (VPD), temperature, and precipitation, from… read more here.
Keywords: seasonal climate; climate; climate forecasts; south america ... See more keywords