72 citations
- Commonwealth Scientific and Industrial Research OrganisationAU15 papers
- Australian Resources Research CentreAU11 papers
- Curtin UniversityAU6 papers
- The University of Western AustraliaAU5 papers
- Xi’an Jiaotong-Liverpool UniversityCN2 papers
- Australian National UniversityAU1 paper
- Iowa State UniversityUS1 paper
- King Abdullah University of Science and TechnologySA1 paper
- Norwegian University of Life SciencesNO1 paper
- Pontificia Universidad Católica de ValparaísoCL1 paper
- Simula Research LaboratoryNO1 paper
- South Dakota School of Mines and TechnologyUS1 paper
15 papers
Seg-LSTM: Performance of xLSTM for Semantic Segmentation of Remotely Sensed Images
Qinfeng Zhu, Yuanzhi Cai, Lei Fan
Recent advancements in autoregressive networks with linear complexity have driven significant research progress, demonstrating exceptional performance in large language models. A r…
Rethinking Scanning Strategies with Vision Mamba in Semantic Segmentation of Remote Sensing Imagery: An Experimental Study
Qinfeng Zhu, Yuan Fang, Yuanzhi Cai +2
Deep learning methods, especially Convolutional Neural Networks (CNN) and Vision Transformer (ViT), are frequently employed to perform semantic segmentation of high-resolution remo…
Selecting embedding delays: An overview of embedding techniques and a new method using persistent homology
Eugene Tan, Shannon Algar, Débora Corrêa +3
Delay embedding methods are a staple tool in the field of time series analysis and prediction. However, the selection of embedding parameters can have a big impact on the resulting…
SoftIGA: soft isogeometric analysis
Quanling Deng, Pouria Behnoudfar, Victor M. Calo
We extend the softFEM idea to isogeometric analysis (IGA) to reduce the stiffness (consequently, the condition numbers) of the IGA discretized problem. We refer to the resulting ap…
Mineral Processing and Metal Extraction on the Lunar Surface -- Challenges and Opportunities
Matthew G. Shaw, Matthew S. Humbert, Geoffrey A. Brooks +3
The lunar surface is extremely harsh and current mineral processing and metal extraction technologies are not adequately equipped to address this environment. In this paper we revi…
An automatic-adaptivity stabilized finite element method via residual minimization for heterogeneous, anisotropic advection-diffusion-reaction problems
Roberto J. Cier, Sergio Rojas, Victor M. Calo
In this paper, we describe a stable finite element formulation for advection-diffusion-reaction problems that allows for robust automatic adaptive strategies to be easily implement…