Benchmarking sparse system identification with low-dimensional chaos

AA Kaptanoglu, L Zhang, ZG Nicolaou, U Fasel… - Nonlinear …, 2023 - Springer
Sparse system identification is the data-driven process of obtaining parsimonious differential
equations that describe the evolution of a dynamical system, balancing model complexity …

[HTML][HTML] Air quality integrated assessment: Environmental impacts, risks and human health hazards

I Tanasa, M Cazacu, B Sluser - Applied Sciences, 2023 - mdpi.com
The monitoring and evaluation of air quality is a topic of great global interest as, with the
decline of air quality, there are negative effects on human health and ecosystems. Thus, the …

Multi-objective SINDy for parameterized model discovery from single transient trajectory data

JA Lemus, B Herrmann - arXiv preprint arXiv:2405.08771, 2024 - arxiv.org
The sparse identification of nonlinear dynamics (SINDy) has been established as an
effective technique to produce interpretable models of dynamical systems from time …

Development of an information and analytical system for assessing air pollution

NV Lyashenko, VA Lepikhova… - … of Production and …, 2023 - spiedigitallibrary.org
One of the priority tasks in the field of meteorology is the search for solving problems related
to the assessment and forecasting of the quality of the air environment. The article presents …

[图书][B] Sparse Identification Modeling and Predictive Control of Nonlinear Processes

F Abdullah - 2023 - search.proquest.com
Data is widely recognized as a crucial player in the fourth industrial revolution, in which
engineers and computers must harness data to enhance the efficiency of industrial …

[HTML][HTML] Обоснование создания региональной информационной аналитической системы оценки и прогнозирования состояния воздушной среды

НВ Ляшенко, ВА Лепихова - Инженерный вестник Дона, 2023 - cyberleninka.ru
Рассмотрена проблема загрязнения атмосферного воздуха в регионах. Уделено
внимание разработке и внедрению автоматизированных систем контроля загрязнения …

Modeling of Harmful Algal Bloom Dynamics and Integrated Web Framework for Inland Waters in Iowa

Ö Baydaroğlu, S Yeşilköy, A Dave, M Linderman… - 2024 - eartharxiv.org
Harmful algal blooms (HABs) are one of the major environmental concerns, as they have
various negative effects on public health, recreational services, ecological balance, wildlife …