Though globalization, industrialization, and urbanization have escalated the economic
growth of nations, these activities have played foul on the environment. Better understanding …

Climate change is one of the greatest challenges facing humanity, and we, as machine
learning (ML) experts, may wonder how we can help. Here we describe how ML can be a …

Abstract After signing the Paris Agreement and piloting carbon trading for many years, China
has taken a significant step toward carbon neutrality. Carbon price forecasting is helpful to …

Accurately predicting carbon trading prices using deep learning models can help
enterprises understand the operational mechanisms and regulations of the carbon market …

This paper investigates the impact of environmental regulation on green innovation to
explore how to achieve a win-win situation of environmental protection and economic …

COVID-19 was declared a global pandemic by the World Health Organization in March
2020, and has infected more than 4 million people worldwide with over 300,000 deaths by …

The reform of the EU ETS markets in 2017 has induced new carbon price forecasting
challenges. This study proposes a novel decomposition-ensemble paradigm VMD …

The future carbon price is crucial to relevant companies, investors, and carbon
policymakers, and the significance of carbon price prediction research is self-evident …

Financial markets play an important role on the economical and social organization of
modern society. In these kinds of markets, information is an invaluable asset. However, with …

Recently, global attention has been paid to climate change. On this account, the market-
based carbon pricing scheme is developed to limit greenhouse gas emissions, where a …