5 papers
Rao-Blackwellized Coverage Estimation in Poisson Networks: A High-Fidelity Hybrid Framework
Sunder Ram Krishnan, Junaid Farooq, Kumar Vijay Mishra +3
While stochastic geometry provides a powerful framework for the analysis of cellular networks, standard Monte Carlo simulations often suffer from slow convergence due to the stocha…
Pipelined Dense Symmetric Eigenvalue Decomposition on Multi-GPU Architectures
Hansheng Wang, Ruiyi Zhan, Dajun Huang +6
Large symmetric eigenvalue problems are commonly observed in many disciplines such as Chemistry and Physics, and several libraries including cuSOLVERMp, MAGMA and ELPA support comp…
iTrace : Interactive Tracing of Cross-View Data Relationships
Abdul Rahman Shaikh, Maoyuan Sun, Xingchen Liu +3
Exploring data relations across multiple views has been a common task in many domains such as bioinformatics, cybersecurity, and healthcare. To support this, various techniques (e.…
Multi-scale Topology Optimization using Neural Networks
Hongrui Chen, Xingchen Liu, Levent Burak Kara
A long-standing challenge is designing multi-scale structures with good connectivity between cells while optimizing each cell to reach close to the theoretical performance limit. W…
Set-based queries for multiscale shape-material modeling
Oleg Igouchkine, Xingchen Liu
Multiscale structures are becoming increasingly prevalent in the field of mechanical design. The variety of fine-scale structures and their respective representations results in an…