1 citations · 5 across the 6 of their papers we have counts for
Showing 2025Show all
3 papers · 1 filter
cond-mat.mtrl-sci2025★ 1 cited
Quantum-inspired Chemical Rule for Discovering Topological Materials
Xinyu Xu, Rajibul Islam, Ghulam Hussain +5
Topological materials exhibit unique electronic structures that underpin both fundamental quantum phenomena and next-generation technologies, yet their discovery remains constraine…
cond-mat.mtrl-sci2025★ 1 cited
TXL Fusion: A Hybrid Machine Learning Framework Integrating Chemical Heuristics and Large Language Models for Topological Materials Discovery
Arif Ullah, Rajibul Islam, Yangming Huang +4
Topological materials, including topological insulators (TIs) and topological semimetals (TSMs), offer promising platforms for quantum, spintronic, and low-dissipation electronic t…
physics.chem-ph2025
From short-sighted to far-sighted: A comparative study of recursive machine learning approaches for open quantum systems
Arif Ullah
Accurately modeling open quantum system dynamics is crucial for advancing quantum technologies, yet traditional methods struggle to balance accuracy and efficiency. Machine learnin…