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Green Plasma Technology I

2:00 pm – 4:15 pm, Tuesday October 14 Session FT3 COEX, Room E4
Chair:
Nozomi Takeuchi, Institute of Science Tokyo
Topics:

A Claim-Centric Dataset for evaluating the contribution of Low-Temperature Plasma Science in Green Plasma Technologies

4:00 pm – 4:15 pm
Presenter: Bhaskar Chaudhury (Smart Energy Learning Center, DA-IICT, DAU, Gandhinagar,India)
Authors: Kalp Pandya (Smart Energy Learning Center, DA-IICT, DAU, Gandhinagar,India), Nirmal Shah (Smart Energy Learning Center, DA-IICT, DAU, Gandhinagar,India), Sahil Sadarangani (Smart Energy Learning Center, DA-IICT, DAU, Gandhinagar,India), Agam Shah (School of Computational Science & Engineering, College of Computing, Georgia Institute of Technology, Atlanta, USA)

The surge in green energy initiatives has amplified interest in low-temperature plasma (LTP) based renewable energy technologies due to their potential for sustainable solutions. A structured framework is critically needed to systematically assess the current state-of-the-art, past research trends, and future potential of LTP in green energy, enabling comprehensive analysis and informed decision-making. Recognizing claims as fundamental units of scientific discourse, we introduce the first structured dataset focusing on claim extraction from scientific literature on LTP. Our approach involves a robust pipeline which includes converting scientific articles into pre-processed text, applying advanced natural language processing techniques, and utilizing a white-box weak supervision method for interpretable extraction of both numerical and qualitative claims. This claim dataset aims to provide the LTP community, policymakers, and stakeholders with a granular view of research progress, thematic trends, and emerging research areas, and ultimately aiding in evidence-based decision-making and fostering data-driven collaboration for future research directions in this area.

Funding acknowledgement

We acknowledge BSES Rajdhani and BSES Yamuna for CSR grants to carry out the work at the SELC, DAU.

PRESENTATIONS (9)