The green transition depends on critical raw materials (CRMs) that are geographically concentrated, largely non-substitutable, and increasingly subject to geopolitical restrictions. This project develops the first firm-level, supply-chain-traced measure of CRM exposure, leveraging AI tools to reconstruct large-scale production networks — and examines whether this risk is reflected in asset prices.
Farmland biodiversity continues to decline across Europe despite decades of EU direct payments, with little evidence that current subsidy structures alter the practices driving that decline. This project models a blended finance instrument — a subsidised lending rate with biodiversity conditionality — and benchmarks its effectiveness against existing policy tools at equal budget.
This project examines whether portfolio optimisation can simultaneously achieve net-zero alignment and real-economy climate impact, and at what cost relative to a standard benchmark. It combines forward-looking, machine-learning-based emissions forecasting with two complementary impact metrics, comparing performance across three decarbonisation pathways.
Can the design of sustainable indices create meaningful incentives for firms to improve their environmental practices? This project analyses the equilibrium conditions under which index inclusion thresholds drive corporate abatement decisions, and extends into a parallel investigation of how investor coordination can amplify firms’ decarbonisation incentives beyond capital-allocation effects alone.
This project explores how the distribution of market power across firms shapes the cyclical dynamics of the green transition. Using a DSGE framework in which green and brown sectors compete through quality ladders, it examines how markup structures affect firms’ incentives to innovate in favour of low-carbon technologies.
Drawing on a large administrative panel covering two decades of ownership, financial, and employment data in France, this project studies the expansion of private equity into a heavily subsidised social sector — and its effects on financial performance, employment, and market structure. The research contributes
We are confident that the work conducted with the Impact Investing Chair at ENSAE will provide a robust theoretical framework and empirical analysses on which investors can rely to enhance their coordination capacity in the context of the shareholder engagement for the transition. The second axis of the program should allow for a better understanding of the financial impact of biodiversity loss on portfolios and the reconciliation of ecological transition objectives with those of social justice.

Researcher at Crest and Assistant professor in Sustainable Finance at ENSAé Paris
As part of the partnership between SIRI and MRC, we will be supporting academic research that is practice relevant, sharing the data and results derived from it, and promoting them to all our stakeholders to contribute to the rapid advancement of the implementation of new best practices in blended and support its growth.

Head of Mirova Research Center