Publications

Peer-reviewed work and working papers.

Job market paper Published R&R Working paper Work in progress ↳ status & homepage-pin set per paper
Published
2026
Journal article

Cracking the code: enhancing development finance understanding with artificial intelligence

P. Beaucoral · In International Journal of Data Science and Analytics

Revise & resubmit
2024
R&R

Under the Green Canopy: bringing up to date public climate finance determinants analysis with AI

Climate finance is critical for addressing the multifaceted challenges of climate change, encompassing mitigation, adaptation, and environmental sustainability. This study aims to renew the analysis of a critical part of climate finance …

Working papers
2023
Working paper

Are development finance institutions supporting the private sector in Africa?

Jean-Michel Severino · P. Beaucoral · In Ferdi development policies working paper series

Work in progress
2026
Work in progress

Maladaptation by Displacement: Spatial Spillovers of Adaptation Finance in Sub-Saharan Africa

P. Beaucoral, Florian Weiler

Ongoing work with Florian Weiler (Central European University) on the spatial dimension of adaptation finance in Sub-Saharan Africa: how geocoded adaptation projects relate to outcomes in the areas around them. The project combines …

2026
Work in progress

Scaling down climate adaptation finance justice: how cosmopolitan allocation ideals withstand sovereign realities at the subnational level

P. Beaucoral, Paul Vernus

Joint work with Paul Vernus on how the justice ideals embedded in global climate governance play out when adaptation finance is allocated within countries. Using geocoded adaptation finance across tens of thousands of subnational units …

2025
Work in progress

Development Goals, Emissions Costs? Climate and Development Finance vis-à-vis Local CO₂ Emissions

The global challenge of climate change is increasingly a place-based development challenge: investments that raise living standards also shape long-run emissions through energy systems, infrastructure, and urban form. This paper uses …

2025
Work in progress

No plan, No Aid? The effects of National Adaptation Plan implementation on received Adaptation Aid

P. Beaucoral, Michaël Goujon, Sébastien Marchand

“No Plan, No Aid?” examines whether implementing a National Adaptation Plan (NAP) increases a country’s climate adaptation finance. Through a novel theoretical model and a robust Double Machine Learning (DML) approach, the authors find that …