24/03/2025 Machine Learning & Artificial Intelligence Topic Modeling with AI Tools We present a robust topic modeling framework that mitigates overfitting while capturing the evolving nature of discourse.
7/03/2025 Sustainable Finance Climate-Related Financial Stress-Testing and Scenarios Valua... The article examines climate-related financial stress testing and scenario valuation using the MIT EPPA model to assess the impact of emission mitigation...
12/06/2024 Sustainable Finance About SDGs, reading the manual with NLP This paper aims to examine the SDGs' framework and question its implementation by companies.
6/05/2024 Sustainable Finance Modeling Direct and Indirect Climate-related Physical Risks This paper addresses the methodological challenges in quantifying physical risks associated with climate change.
16/04/2024 Sustainable Finance Cutting to the chase on ESG This study analyzes performance metrics shows that focusing on non-financial indicators and individual sub-criteria can uncover opportunities that may...
15/12/2023 Machine Learning & Artificial Intelligence Answering Clean Tech Questions with Large Language Models Drive the net-zero transition and monitor clean tech innovation and mineral dependencies effortlessly. Boost renewable energy and low-emission solutions...
16/11/2023 Sustainable Finance Climate-Related Stress-Testing and Net-Zero Valuation This paper proposes a methodology for quantifying the climate-related transition impacts on energy-intensive companies.
4/07/2023 Sustainable Finance From Climate Stress Testing to Climate Value-at-Risk: A Stoc... This paper proposes a comprehensive climate stress testing approach to measure the impact of transition risk on investment portfolios.
2/06/2022 Portfolio Strategy Shifts & Narratives #18 - The power of narratives for invest... Our analysis suggests that narratives complement traditional macro variables when it comes to explaining financial market behaviour.
7/04/2022 Machine Learning & Artificial Intelligence Monitoring Narratives: an Application to the Equity Market In this research, we show that variables from the Global Database of Events, Language and Tone (GDELT) convey significant informational content that can...
25/02/2022 Sustainable Finance The Recent Performance of ESG Investing, the Covid-19 Cataly... The purpose of this paper is to appraise recent ESG trends in global equity markets. It contributes to a broader research project started at Amundi in...
25/02/2022 Sustainable Finance Cascading Effects of Carbon Price through the Value Chain: I... To avoid the worst climate change scenario, Greenhouse Gas (GHG) emissions should be reduced drastically during the next decades.
15/02/2022 Sustainable Finance Net Zero Carbon Metrics This research project is both an update of the analysis on carbon emissions trajectories proposed by Le Guenedal et al. (2020) and a companion study of...
3/01/2022 Portfolio Allocation Portfolio Construction with Climate Risk Measures Because of the 2015 Paris Agreement, the development of ESG investing and the emergence of net zero emission policies, climate risk is certainly the most...
3/06/2021 Portfolio Allocation Measuring and Pricing Cyclone-Related Physical Risk under Ch... We propose a statistical methodology to quantify the financial implications of tropical cyclone-related physical risks implied by climate change.
