Empowering Sustainable Finance: Leveraging Large Language Models for Climate-Aware Investments
- 2024
- ICLR 2024
Manikandan Padmanaban
Overview
Title
Senior Research Engineer
Location
IBM Research - India
Bengaluru, India
Publications
Building Sustainable Futures: Tutorial on Carbon Footprint Analysis and Mitigation Strategies Using Counter Factual Queries
- Kumar Saurav
- Manikandan Padmanaban
- et al.
- 2024
- ICLR 2024
From Disclosure to Action: Data-Driven Decarbonization for Enterprises
- Vinamra Baghel
- Ayush Jain
- et al.
- 2023
- INFORMS 2023
Disambiguation of product expense data for carbon emission estimation
- 2023
- INFORMS 2023
Estimate supply chain emission using large language model
- Manikandan Padmanaban
- Jagabondhu Hazra
- et al.
- 2023
- INFORMS 2023
Scope 3 emission estimation using large language models
- 2023
- KDD 2023
Sustainable Farming - A Spatio-temporal adaptation of Late blight disease prediction using multi-modal data
- Jagabondhu Hazra
- Manikandan Padmanaban
- 2023
- IGARSS 2023
Enterprise Scope 1 and Scope 2 Emission Estimation Using Crowd Source Data
- 2022
- INFORMS 2022
Decarbonization Framework to Accelerate The Carbon Net-zero Pathway for Enterprises
- 2022
- INFORMS 2022
AI-enabled Decarbonization Framework
- 2022
- KDD 2022
Patents
- US
- 10371862
Projects
Carbon Performance Engine
An enterprise-scale initiative to measure, track, and reduce carbon emissions
