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Chiara Colesanti Senni

Columbia University

SCHOLARLY PAPERS

20

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Rank 10,346

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Top 10,346

in Total Papers Downloads

10,846

TOTAL CITATIONS
Rank 24,738

SSRN RANKINGS

Top 24,738

in Total Papers Citations

104

Scholarly Papers (20)

1.

ChatClimate: Grounding Conversational AI in Climate Science

Swiss Finance Institute Research Paper No. 23-88
Number of pages: 22 Posted: 26 Apr 2023 Last Revised: 09 Oct 2023
University of Zurich, University of Zurich - Department Finance, University of Zurich, ETH Zurich, University of Erlangen-Nuremberg-Friedrich Alexander Universität Erlangen Nürnberg, University of Oxford, University of Zurich, Columbia University, Friedrich-Alexander-Universität Erlangen-Nürnberg, University of Zurich and University of Zurich
Downloads 2,188 (17,555)
Citation 20

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2.

chatReport: Democratizing Sustainability Disclosure Analysis through LLM-based Tools

Swiss Finance Institute Research Paper No. 23-111
Number of pages: 32 Posted: 19 Jun 2023 Last Revised: 21 Nov 2023
ETH Zurich, University of Oxford, Columbia University, University of Erlangen-Nuremberg-Friedrich Alexander Universität Erlangen Nürnberg, University of Zurich - Department Finance, University of Zurich, ETH Zürich, University of Zurich, University of Zurich - Department Finance, Friedrich-Alexander-Universität Erlangen-Nürnberg, ETH Zürich - CER-ETH - Center of Economic Research at ETH Zurich, University of Zurich - Department Finance and University of Zurich
Downloads 2,066 (19,223)
Citation 14

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Task Force for Climate-Related Financial Disclosures, Sustainability Report, Large Language Model, ChatGPT

3.

Combining AI and Domain Expertise to Assess Corporate Climate Transition Disclosures

Swiss Finance Institute Research Paper No. 24-92
Number of pages: 45 Posted: 14 May 2024 Last Revised: 13 Mar 2025
Columbia University, University of Zurich, University of Oxford, ETH Zurich and University of Zurich
Downloads 1,370 (35,997)
Citation 2

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Climate disclosure, Large Language Models, RAG system, transition plans, human evaluation, CA100+

4.

Taming the Green Swan: How to improve climate-related financial risk assessments

Number of pages: 156 Posted: 22 Mar 2021
Julia Bingler and Chiara Colesanti Senni
University of Oxford and Columbia University
Downloads 867 (69,477)
Citation 1

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Financial risk models, Financial pricing models, Transition risks, Climate risk tools, Climate-adjusted financial risk indicators, Criteria-based analysis, Forward-looking scenario analyses, Investment decisions under deep uncertainty

5.

Using AI to Assess the Decision-Usefulness of Corporates' Nature-related Disclosures

Swiss Finance Institute Research Paper No. 24-90
Number of pages: 24 Posted: 12 Jul 2024 Last Revised: 26 Nov 2024
Columbia University, University of Zurich, University of Zurich, Zurich University and University of Zurich
Downloads 731 (87,448)
Citation 3

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6.

Climate Transition Risk Metrics: Understanding Convergence and Divergence across Firms and Providers.

Number of pages: 131 Posted: 16 Sep 2021
Julia Bingler, Chiara Colesanti Senni and Pierre Monnin
University of Oxford, Columbia University and Council on Economic Policies
Downloads 713 (89,370)

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financial climate risks, corporate finance, climate risk metrics, climate transition risk, spearman’s rank correlation, hierarchical cluster analysis, Ward’s minimum variance criterion, Lasso regression analysis

7.

Exploring Nature: Datasets and Models for Analyzing Nature-Related Disclosures

Swiss Finance Institute Research Paper No. 24-95
Number of pages: 12 Posted: 27 Jan 2024 Last Revised: 26 Nov 2024
University of Zurich, Columbia University, University of Zurich - Department Finance, ETH Zurich, University of Zurich - Department Finance and University of Zurich
Downloads 574 (121,120)
Citation 6

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Nature-related risks, TNFD, Natural Language Processing, Disclosure

8.

Climate Financial Risks: Assessing Convergence, Exploring Diversity

CEP Discussion Notes 2020/6
Number of pages: 27 Posted: 23 Apr 2021
Julia Bingler, Chiara Colesanti Senni and Pierre Monnin
University of Oxford, Columbia University and Council on Economic Policies
Downloads 463 (154,619)
Citation 4

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9.

Enhancing Large Language Models with Climate Resources

Swiss Finance Institute Research Paper No. 23-99
Number of pages: 9 Posted: 17 Apr 2023 Last Revised: 14 Nov 2023
University of Erlangen-Nuremberg-Friedrich Alexander Universität Erlangen Nürnberg, University of Oxford, University of Zurich, University of Zurich, Columbia University, ETH Zürich, University of Zurich and Friedrich-Alexander-Universität Erlangen-Nürnberg
Downloads 386 (192,467)
Citation 14

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10.

Automated Fact-Checking of Climate Claims with Large Language Models

Swiss Finance Institute Research Paper No. 24-93, Forthcoming, Nature Climate Action
Number of pages: 60 Posted: 08 Mar 2024 Last Revised: 04 Feb 2025
University of Zurich, University of Zurich, University of Zurich, University of Oxford, ETH Zürich, Columbia University, ETH Zurich, ETH Zürich - CER-ETH - Center of Economic Research at ETH Zurich, University of Zurich - Department Finance, University of Zurich, University of Zurich - Department Finance, World Health Organization (WHO) - World Health Organization, Geneva and University of Zurich
Downloads 268 (283,835)

Abstract:

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11.

Quantifying the Financial Burden of Heat-Related Hospital Admissions in Switzerland under a Changing Climate: A Scalable Analytical Framework

HKU Jockey Club Enterprise Sustainability Global Research Institute Paper No. 2025/106
Number of pages: 57 Posted: 01 Aug 2025 Last Revised: 15 Aug 2025
University of Zurich, University of Zurich, Columbia University, University of Zurich, University of Basel, University of Zurich, University of Zurich and University of Zurich
Downloads 241 (317,870)

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Climate Change, Healthcare Costs, Hospital Admissions, Heat Exposure, Climate Adaptation

12.

AI for Climate Finance: Agentic Retrieval and Multi-Step Reasoning for Early Warning System Investments

Swiss Finance Institute Research Paper No. 25-46
Number of pages: 15 Posted: 05 May 2025 Last Revised: 28 May 2025
University of Zurich, affiliation not provided to SSRN, University of Zurich, Independent, Columbia University, University of Zurich and Independent
Downloads 180 (420,133)

Abstract:

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13.

Taming the Green Swan: a criteria-based analysis to improve the understanding of climate-related financial risk assessment tools

Julia Anna Bingler & Chiara Colesanti Senni (2022) Taming the Green Swan: A criteria-based analysis to improve the understanding of climate-related financial risk assessment tools, Climate Policy, 22:3, 356-370, DOI: 10.1080/14693062.2022.2032569
Number of pages: 16 Posted: 20 Apr 2022
Julia Bingler and Chiara Colesanti Senni
University of Oxford and Columbia University
Downloads 158 (474,889)

Abstract:

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Climate risks, transition risks, climate-adjusted financial risk indicators, criteria-based analysis

14.

Environmental Risk and Central-Bank Targeted Refinancing Operations

Number of pages: 13 Posted: 26 Jun 2023
Chiara Colesanti Senni, Sebastian Guo, Andrew McConnell and Boyan Yanovski
Columbia University, Council on Economic Policies (CEP), Potsdam-Institut für Klimafolgenforschung (PIK) and Potsdam Institute for Climate Impact Research
Downloads 139 (534,155)
Citation 1

Abstract:

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Green monetary policy

15.

Economic and Financial Consequences of Water Risks: The Case of Hydropower

Number of pages: 65 Posted: 31 Oct 2023
Chiara Colesanti Senni, Skand Goel and Adrian von Jagow
Columbia University, Independent and Vienna University of Economics and Business - Institute for Ecological Economics
Downloads 120 (600,462)
Citation 2

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Hydroelectricity generation, water risks, risk premia, geospatial data, portfolio sorts, financial risk, mispricing

16.

The Co2 Content of the Tltro Iii Scheme and its Greening

De Nederlandsche Bank Working Paper No. 792
Number of pages: 38 Posted: 31 Oct 2023
Chiara Colesanti Senni, Maria Sole Pagliari and Jens Klooster
Columbia University, De Nederlandsche Bank and Erasmus University Rotterdam (EUR)
Downloads 117 (608,822)
Citation 6

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TLTRO, CO2 emissions, transition risk, monetary policy, financial stability

17.

CAROs: Climate Risk-Adjusted Refinancing Operations

Number of pages: 59 Posted: 14 Dec 2021
Florian Böser and Chiara Colesanti Senni
ETH Zürich - CER-ETH - Center of Economic Research at ETH Zurich and Columbia University
Downloads 103 (679,608)
Citation 3

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Central bank, banks, refinancing operations, interest rates, climate risk

18.

Transport Policies in a Two-Sided Market

CER-ETH – Center of Economic Research at ETH Zurich Working Paper 18/306, December 2018
Number of pages: 50 Posted: 20 Dec 2018
Chiara Colesanti Senni and Noe Reidt
Columbia University and ETH Zürich - Department of Management, Technology, and Economics (D-MTEC)
Downloads 70 (875,328)
Citation 14

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transport, two-sided markets, network effects, electric vehicles

19.

Energy Transition, Technological Spillovers and Elasticity of Substitution

CER-ETH – Center of Economic Research at ETH Zurich, Working Paper 17/281, November 2017
Number of pages: 42 Posted: 29 Nov 2017
Chiara Colesanti Senni
Columbia University
Downloads 69 (891,180)
Citation 14

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Energy transition, Negative electricity prices, Technological spillovers, Elasticity of substitution, Market size effect

20.

Linking socio-economic dynamics across regional scales to assess land-atmosphere feedbacks of land cover change

Number of pages: 32 Posted: 23 May 2026
affiliation not provided to SSRN, University of Bonn, Columbia University, University of Minnesota - St. Paul - Institute on the Environment, University of Bonn and University of Bonn
Downloads 23 (1,500,778)

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Land cover change, computable general equilibrium modeling, spatial downscaling, earth system modeling, land-atmosphere feedbacks, human-earth system interactions