39 citations · 39 across the 5 of their papers we have counts for
5 papers
From Legacy Fortran to Portable Kokkos: An Autonomous Agentic AI Workflow
Sparsh Gupta, Kamalavasan Kamalakkannan, Maxim Moraru +2
Scientific applications continue to rely on legacy Fortran codebases originally developed for homogeneous, CPU-based systems. As High-Performance Computing (HPC) shifts toward hete…
Cognitive Weave: Synthesizing Abstracted Knowledge with a Spatio-Temporal Resonance Graph
Akash Vishwakarma, Hojin Lee, Mohith Suresh +4
The emergence of capable large language model (LLM) based agents necessitates memory architectures that transcend mere data storage, enabling continuous learning, nuanced reasoning…
A Scalable Quantum Non-local Neural Network for Image Classification
Sparsh Gupta, Debanjan Konar, Vaneet Aggarwal
Non-local operations play a crucial role in computer vision enabling the capture of long-range dependencies through weighted sums of features across the input, surpassing the const…
Spectral Properties of Disordered Interacting Non-Hermitian Systems
Soumi Ghosh, Sparsh Gupta, Manas Kulkarni
Non-hermitian systems have gained a lot of interest in recent years. However, notions of chaos and localization in such systems have not reached the same level of maturity as in th…
Evaluating Nonlinear Decision Trees for Binary Classification Tasks with Other Existing Methods
Yashesh Dhebar, Sparsh Gupta, Kalyanmoy Deb
Classification of datasets into two or more distinct classes is an important machine learning task. Many methods are able to classify binary classification tasks with a very high a…