4 papers
AeroProp-X: An Open-Source, Self-Verifying Method-of-Characteristics Toolkit for Edge-Capable Rocket Nozzle Design and Aerothermodynamic Analysis
Aryuemaan Kumar Chowdhury
The design of supersonic rocket nozzles by the Method of Characteristics is a mature discipline, yet the software that implements it is frequently either proprietary, heavyweight,…
Predicting Steel Fatigue Life from Micrographs Using Physics-Informed Deep Learning
Aryuemaan Kumar Chowdhury
Here is the plain text version optimized for arXiv's submission form. Custom macros (like \CV and \SI) have been converted to standard text/math so they render correctly on the web…
Wiola 13M, a Gated Spiral Attention Architecture for Parameter Efficient Small Language Models
Aryuemaan Kumar Chowdhury, Praveen Oosa, Vineesha Reddy
Small language models in the ten to one hundred million parameter range are attractive for on device inference, rapid experimentation, and controlled scientific study, yet most of…
The Wiola Architecture for Efficient Small Language Models
Aryuemaan Kumar Chowdhury, Afreen Shaik, Yaparla Bhargavi +1
We present Wiola, a fully original Small Language Model (SLM) architecture built from first principles, sharing no structural lineage with any existing model family including GPT,…