Sustainable Investment

Sustainable investment aims to align financial returns with environmental and social goals, focusing on mitigating risks and maximizing positive impacts. Current research employs machine learning, including deep learning models and reinforcement learning algorithms, to analyze ESG (Environmental, Social, and Governance) data, optimize portfolios for sustainability, and assess the financial implications of climate change and nature-related risks. These advancements improve the transparency and efficiency of sustainable investing, informing both regulatory frameworks and individual investment decisions, ultimately contributing to a more responsible and impactful financial sector.