Carbon-aware Traffic Rerouting Using AI Foundation Models
- Manikandan Padmanaban
- Jagabondhu Hazra
- et al.
- 2024
- AGU 2024
Manikandan Padmanaban
Title
Senior Research Engineer | Master Inventor
Publications
Carbon Aware Fine-Tuning of Large-Language-Models for Estimating Scope-3 Emission
- Kumar Saurav
- Jagabondhu Hazra
- et al.
- 2024
- GHGT 2024
Towards Net-zero Emission: Harnessing Foundation Models for Enterprise Decarbonisation project recommendation
- Manikandan Padmanaban
- Jagabondhu Hazra
- et al.
- 2024
- GHGT 2024
A FRAMEWORK FOR SUGARCANE BIOMASS ESTIMATION BY CAPTURING GROWTH DYNAMICS USING SAR AND OPTICAL IMAGERIES
- Manikandan Padmanaban
- Jagabondhu Hazra
- et al.
- 2024
- IGARSS 2024
IMPROVED DISSOLVED ORGANIC CARBON PREDICTION IN DIVERSE INLAND WATER BODIES: UTILIZING MACHINE LEARNING AND REMOTE SENSING
- Subhojit Mandal
- Kamal Das
- et al.
- 2024
- IGARSS 2024
Empowering Sustainable Finance: Leveraging Large Language Models for Climate-Aware Investments
- 2024
- ICLR 2024
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
Patents
- US
- 10423181
- US
- 10410385
- US
- 10394269
- US
- 10371862
Projects
Carbon Performance Engine
An enterprise-scale initiative to measure, track, and reduce carbon emissions
Top collaborators
AJ
Ayush Jain
Research Software Engineer
KD
Kamal Das
Research Staff Member
SG
Shantanu Godbole
Lead - IBM Middle East Research Center
RB
