4 papers
Beyond Model Bias: Cross-Entropy Based Rankings in Literary and Academic Texts Remain Stable across Small Language Models
Ankit Bhattacharjee, Indrasabarna Hari, Krityapriya Bhaumik +2
While language models provide powerful mechanisms for evaluating textual predictability, it remains unclear whether the relative extents of LM surprisal remain stable across models…
Quantifying the Occult: A Comparative Study of Hindu and Buddhist Deities Using Machine Learning Methods
Ankit Bhattacharjee
This study introduces a dual-matrix computational architecture to mathematically quantify the morphological and theological divergence of 196 Hindu and Vajrayana Buddhist esoteric…
Fluid Flow as Transport of Probability: Entropy, Compressibility, and Irreversibility
Ankit Bhattacharjee
The continuity equation serves as a fundamental principle for mass transport in continuous media. While its mathematical structure mirrors that of probability transport and the Lio…
Dose-PlanNet: Physics Based Radiotherapy Dose Prediction with Deep Learning
Ankit Bhattacharjee, Sougata Maity, Santam Chakraborty +1
Automating prostate radiotherapy treatment planning is dosimetrically complex, particularly for extreme hypofractionated regimens. In this study, we introduce Dose-PlanNet, a physi…