17 citations · 32 across the 7 of their papers we have counts for
7 papers
Why is the winner the best?
Matthias Eisenmann, Annika Reinke, Vivienn Weru +122
International benchmarking competitions have become fundamental for the comparative performance assessment of image analysis methods. However, little attention has been given to in…
Biomedical image analysis competitions: The state of current participation practice
Matthias Eisenmann, Annika Reinke, Vivienn Weru +352
The number of international benchmarking competitions is steadily increasing in various fields of machine learning (ML) research and practice. So far, however, little is known abou…
Data-driven Parametric Insurance Framework Using Bayesian Neural Networks
Subeen Pang, Chanyeol Choi
As climate change poses new and more unpredictable challenges to society, insurance is an essential avenue to protect against loss caused by extreme events. Traditional insurance r…
Unified treatment of exact and approximate scalar electromagnetic wave scattering
Subeen Pang, George Barbastathis
Under conditions of strong scattering, a dilemma often arises regarding the best numerical method to use. Main competitors are the Born series, the Beam Propagation Method, and dir…
Importance of anisotropic Coulomb interactions in the electronic and magnetic properties of MnO
Sangmoon Yoon, Sangmin Lee, Subeen Pang +2
We report the importance of anisotropic Coulomb interactions in DFT+U calculations of the electronic and magnetic properties of MnO. The effects of anisotropic interactions…
Machine Learning Regularized Solution of the Lippmann-Schwinger Equation
Subeen Pang, George Barbastathis
Solution of the discretized Lippmann-Schwinger equation in the spatial frequency domain involves the inversion of a linear operator specified by the scattering potential. To regula…
Electronic characteristics of ultrathin SrRuO films and their relationship with the metalinsulator transition
Subeen Pang, Yoonkoo Kim, Yeong Jae Shin +4
SrRuO (SRO) films are known to exhibit insulating behavior as their thickness approaches four unit cells. We employ electron energyloss (EEL) spectroscopy to probe the spati…