2 papers
cond-mat.mtrl-sci2026
Machine learning aided parameter analysis in Perovskite X-ray Detector
Bobo Zhang, Endai Huang, Xinyi Du +3
Many factors in perovskite X-ray detectors, such as crystal lattice and carrier dynamics, determine the final device performance (e.g., sensitivity and detection limit). However, t…
cs.LG2025
EMAformer: Enhancing Transformer through Embedding Armor for Time Series Forecasting
Zhiwei Zhang, Xinyi Du, Xuanchi Guo +2
Multivariate time series forecasting is crucial across a wide range of domains. While presenting notable progress for the Transformer architecture, iTransformer still lags behind t…