Research
Research
Publications in peer-reviewed journals
Nature scenarios plausibility (with Skand Goel), Ecological Economics (2025)
Automated fact-checking of climate claims with large language models (with Markus Leippold et al.), npj Climate Action (2025)
Using AI to assess corporate climate transition disclosures (with Tobias Schimanski et al.), Environmental Research Communication (2024)
Integrating artificial intelligence with expert knowledge in global environmental assessments: opportunities, challenges and the way ahead (with Veruska Muccione et al.), Regional Environmental Change (2024)
Economic and financial consequences of water risks: The case of hydropower (with Skand Goel and Adrian von Jagow), Ecological Economics (2024)
ChatClimate: Grounding conversational AI in climate science (with Saeid Vaghefi et al.), Communications Earth & Environment (2023)
Understand what you measure: Where climate transition risk metrics converge and why they diverge (with Julia Anna Bingler and Pierre Monnin), Finance Research Letters (2022)
Taming the green swan: A criteria-based analysis to improve the understanding of climate-related financial risk assessment tools (with Julia Anna Bingler), Climate Policy (2022)
Other publications
Exploring the interactions between nature loss drivers, vulnerabilities and economic impacts (with Elena Almeida and Jelica Rastoka), CETEX Discussion Paper (2025)
Net zero transition plans: Red flag indicators to assess inconsistencies and greenwashing (with Julia Anna Bingler, Tobias Schimanski and Desiree Fixler), WWF (2023)
Building blocks for central banks to develop nature scenarios (with Elena Almeida and Nepomuk Dunz), INSPIRE Central Banking Toolbox (2023)
Economic impacts of decarbonizing the Swiss passenger transport sector (with Vanessa Angst, Markus Maibach, Martin Peter, Noe Reidt, Renger van Nieuwkoop), Zeitschrift für Umweltpolitik & Umweltrecht (2022)
Working papers
The Social Cost of Greenwashing (with Markus Leippold and Ario Vaghefi), Available at SSRN
Paying Banks to Go Green: The Sustainability-Tiered Reserve Remuneration Mechanism (with Markus Leippold), Available at SSRN
Nature and Climate Risk in Asset Prices (with Skand Goel and Markus Leippold), Available at SSRN
AI for Climate Finance: Agentic Retrieval and Multi-Step Reasoning for Early Warning System Investments (with Saeid Vaghefi et al.), Available at SSRN
Using AI to Assess the Decision-Usefulness of Corporates' Nature-related Disclosures (with Saeid Vaghefi et al.), Available at SSRN
Exploring Nature: Datasets and Models for Analyzing Nature-Related Disclosures (with Tobias Schimanski et al.), Available at SSRN
The CO2 content of the TLTRO III scheme and its greening (with Maria Sole Pagliari and Jens van ‘t Klooster), DNB Working Paper No. 23/792
CAROs: Climate risk-adjusted refinancing operations (with Florian Böser), ETHZ Working Paper No. 21/354
Professional service
Refereeing for Management Science, Journal of Environmental Management, Ecological Economics, Climate Policy, Finance Research Letters.