1 citations · 1 across the 3 of their papers we have counts for
4 papers
Finite Volume Features, Global Geometry Representations, and Residual Training for Deep Learning-based CFD Simulation
Loh Sher En Jessica, Naheed Anjum Arafat, Wei Xian Lim +2
Computational fluid dynamics (CFD) simulation is an irreplaceable modelling step in many engineering designs, but it is often computationally expensive. Some graph neural network (…
-net Induced Lazy Witness Complexes on Graphs
Naheed Anjum Arafat, Debabrota Basu, Stéphane Bressan
Computation of persistent homology of simplicial representations such as the Rips and the Cěch complexes do not efficiently scale to large point clouds. It is, therefore, meaningfu…
Construction and Random Generation of Hypergraphs with Prescribed Degree and Dimension Sequences
Naheed Anjum Arafat, Debabrota Basu, Laurent Decreusefond +1
We propose algorithms for construction and random generation of hypergraphs without loops and with prescribed degree and dimension sequences. The objective is to provide a starting…
Topological Data Analysis with -net Induced Lazy Witness Complex
Naheed Anjum Arafat, Debabrota Basu, Stéphane Bressan
Topological data analysis computes and analyses topological features of the point clouds by constructing and studying a simplicial representation of the underlying topological stru…