Diffractive Neural Networks for High‐Throughput Classification of Objects in Microfluidic Systems
Advanced Photonics Research, Volume 7, Issue 3, March 2026.Imaging flow cytometry (IFC) is a powerful tool for high‐content analysis of biological specimen, although throughput of modern IFC systems is limited by camera acquisition rates and digital image processing speeds. This article proposes the use of diffractive neural networks (DNNs) for IFC and lays out a path toward simultaneous high content and high ...
Jingli Li +5 more
wiley +1 more source
Does road safety cointegrate with socio-economic conditions in rich developing countries? [PDF]
PLoS OneAlfaki IA, Grivna M, El Sadig M.
europepmc +1 more source
Macroeconomic Integration in Asia Pacific: Common Stochastic Trends and Business Cycle Coherence [PDF]
This paper addresses the question of macroeconomic integration in the Asian Pacific region. Economically, the analysis is based on the notions of stochastic long-run convergence and business cycle coherence.
Enzo Weber
core
Information‐Driven Modeling of Energy Markets: An Unbalanced Wasserstein Barycenter Approach
Applied Stochastic Models in Business and Industry, Volume 42, Issue 2, March/April 2026.ABSTRACT A novel methodology is proposed for jointly modeling the price dynamics of natural gas and electricity by integrating graph‐based Machine Learning and optimal transport theory. The framework combines visibility graph embeddings with the Wasserstein barycenter to uncover latent structures and asymmetric dependencies between the two ...
Carlo Mari +2 more
wiley +1 more source
Dynamic influence of financial structure, green innovation, urbanization, and trade on consumption-based CO<sub>2</sub> emissions in Asian countries. [PDF]
Carbon Balance ManagSharif I +4 more
europepmc +1 more source
Trade and GDP Growth in Morocco: Short-run or Long-run Causality? [PDF]
This study utilizes cointegration and Granger-causality tests to examine the relationship between trade and economic growth in Morocco over the period 1960-2000 using the VEC model.
bouoiyour, jamal
core +1 more source
The Roles of Agricultural Credit, Financial Development, and Renewable Energy for Food Security
Food and Energy Security, Volume 15, Issue 2, March/April 2026.ABSTRACT Access to credit and renewable energy adoption are crucial for promoting food security in emerging economies. This study examines the long‐term impact of agricultural credit, financial development, and renewable energy on food security and agricultural production in India from 2000 to 2022.
Xiaoping Tang +4 more
wiley +1 more source
Impact of Climate Change, Agricultural Credit and Inflation on Cereal Crop Productivity in Ethiopia: Novel Dynamic Simulated ARDL Approach. [PDF]
Food Sci NutrCao J +4 more
europepmc +1 more source
Health care expenditures in Asia countries: Panel data analysis [PDF]
Most studies on the link between health care expenditure (HCE) and GDP have been analyzed using data intensively from OECD countries, but little is known for other regions.
Munic Boungnarasy
core
Testing for Unit Roots with Cointegrated Data [PDF]
, 2015 This paper demonstrates that unit root tests can suffer from inflated Type I error rates when data are cointegrated. Results from Monte Carlo simulations show that three commonly used unit root tests - the ADF, Phillips-Perron, and DF-GLS tests - frequently overreject the true null of a unit root for at least one of the cointegrated variables.
openaire +3 more sources