66 citations · 138 across the 5 of their papers we have counts for
5 papers
Convolutional vs Large Language Models for Software Log Classification in Edge-Deployable Cellular Network Testing
Achintha Ihalage, Sayed M. Taheri, Faris Muhammad +1
Software logs generated by sophisticated network emulators in the telecommunications industry, such as VIAVI TM500, are extremely complex, often comprising tens of thousands of tex…
Formula graph self-attention network for representation-domain independent materials discovery
Achintha Ihalage, Yang Hao
The success of machine learning (ML) in materials property prediction depends heavily on how the materials are represented for learning. Two dominant families of material descripto…
Analogical discovery of disordered perovskite oxides by crystal structure information hidden in unsupervised material fingerprints
Achintha Ihalage, Yang Hao
Compositional disorder induces myriad captivating phenomena in perovskites. Target-driven discovery of perovskite solid solutions has been a great challenge due to the analytical c…
Deep learning framework for subject-independent emotion detection using wireless signals
Ahsan Noor Khan, Achintha Avin Ihalage, Yihan Ma +3
Emotion states recognition using wireless signals is an emerging area of research that has an impact on neuroscientific studies of human behaviour and well-being monitoring. Curren…
Interactive Human-Machine Learning Framework for Modelling of Ferroelectric-Dielectric Composites
Ning Liu, Achintha Ihalage, Hangfeng Zhang +3
Data driven materials discovery and optimization requires databases that are error free and experimentally verified. Performing material measurements are time-consuming and often r…