Publications (377)
(Quasi-)Quantization of the electrical, thermal, and thermoelectrical conductivities in two and three dimensions
Jonathan Noky, Johannes Gooth, Yan Sun +1
The quantum Hall effect in a 2D electron system expresses a topological invariant, leading to a quantized conductivity. The thermal Hall and thermoelectric Nernst conductances in t…
Coherent FDA Radar: Transmitter and Receiver Design and Analysis
Yan Sun, Ming-jie Jia, Wen-qin Wang +3
The combination of frequency diverse array (FDA) radar technology with the multiple input multiple output (MIMO) radar architecture and waveform diversity techniques potentially pr…
TFGformer: Multivariate Time Series Forecasting via Time-Frequency Graph Learning and Covariate Fusion
Yu Sun, Yuan Chang, Xiaohou Shi +1
Large-scale multivariate time series from heterogeneous IoT sensors demand accurate long-term forecasting for resource scheduling and predictive maintenance. While recent time seri…
Sparse Deep Learning: A New Framework Immune to Local Traps and Miscalibration
Yan Sun, Wenjun Xiong, Faming Liang
Deep learning has powered recent successes of artificial intelligence (AI). However, the deep neural network, as the basic model of deep learning, has suffered from issues such as…
Laplacian-based Cluster-Contractive t-SNE for High Dimensional Data Visualization
Yan Sun, Yi Han, Jicong Fan
Dimensionality reduction techniques aim at representing high-dimensional data in low-dimensional spaces to extract hidden and useful information or facilitate visual understanding…
Energies and E1, M2 transition rates for Mo XXX
Feng Hu, Yan Sun, Maofei Mei +1
Based on relativistic wavefunctions from multiconfigurational Dirac-Hartree-Fock (MCDHF) and configuration interaction calculations, energy levels, radiative rates, and wavelengths…