3 papers
stat.AP2025
Decadal Analysis of Delhi's Air Pollution Crisis: Unraveling the Contributors
Prachi Tewari, Shweta Jindal
Recently, Delhi has become a chamber of bad air quality. This study explores the trends of probable contributors to Delhi's deteriorating air quality by analyzing data from 2014 to…
physics.chem-ph2024
Chemical Space-Informed Machine Learning Models for Rapid Predictions of X-ray Photoelectron Spectra of Organic Molecules
Susmita Tripathy, Surajit Das, Shweta Jindal +1
We present machine learning models based on kernel-ridge regression for predicting X-ray photoelectron spectra of organic molecules originating from the -shell ionization energi…
physics.chem-ph2018
A transferable artificial neural network model for atomic forces in nanoparticles
Shweta Jindal, Satya S. Bulusu
We have designed a new method to fit the energy and atomic forces using a single artificial neural network (SANN) for any number of chemical species present in a molecular system.…