108 citations
- The University of OsakaJP10 papers
- Agency for Science, Technology and ResearchSG1 paper
- Donostia International Physics CenterES1 paper
- École Polytechnique Fédérale de LausanneCH1 paper
- Freie Universität BerlinDE1 paper
- Fujitsu (Japan)JP1 paper
- Helmholtz-Zentrum Berlin für Materialien und EnergieDE1 paper
- Hokkaido UniversityJP1 paper
- IkerbasqueES1 paper
- Institute of Materials Research and EngineeringSG1 paper
- Leibniz Institute for Solid State and Materials ResearchDE1 paper
- Nara Women's UniversityJP1 paper
Showing 2024Show all
2 papers · 1 filter
cs.LG2024★ 108 cited
Fredformer: Frequency Debiased Transformer for Time Series Forecasting
Xihao Piao, Zheng Chen, Taichi Murayama +2
The Transformer model has shown leading performance in time series forecasting. Nevertheless, in some complex scenarios, it tends to learn low-frequency features in the data and ov…
physics.chem-ph2024
Low-Dimensional Projection of Reactive Islands in Chemical Reaction Dynamics Using a Supervised Dimensionality Reduction Method
Ryoichi Tanaka, Yuta Mizuno, Takuro Tsutsumi +3
Transition state theory is a standard framework for predicting the rate of a chemical reaction. Although the transition state theory has been successfully applied to numerous chemi…