3 papers
cs.LG2026
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…
cs.CL2026
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…
cs.AI2026
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,…