full-text analysis 1natural language processing 1open research infrastructure 1plasma physics data 1topic modeling 1
From the 1 of 3 linked papers with an AI index.
3 papers
physics.plasm-ph2026
Assessing the impact of Open Research Information Infrastructures using NLP driven full-text Scientometrics: A case study of the LXCat open-access platform
Kalp Pandya, Khushi Shah, Nirmal Shah +2
The paper introduces an NLP‑driven full‑text scientometric framework to evaluate the impact of open research information infrastructures, demonstrated on the LXCat open‑access plat…
physics.plasm-ph2025
Hybrid Fourier Neural Operator-Plasma Fluid Model for Fast and Accurate Multiscale Simulations of High Power Microwave Breakdown
Kalp Pandya, Pratik Ghosh, Ajeya Mandikal +2
Modeling and simulation of High Power Microwave (HPM) breakdown, a multiscale phenomenon, is computationally expensive and requires solving Maxwell's equations (EM solver) coupled…
cs.CL2025
Exploring Topic Trends in COVID-19 Research Literature using Non-Negative Matrix Factorization
Divya Patel, Vansh Parikh, Om Patel +2
In this work, we apply topic modeling using Non-Negative Matrix Factorization (NMF) on the COVID-19 Open Research Dataset (CORD-19) to uncover the underlying thematic structure and…