Siyu Tian

Accelerated Development of Perovskite-Inspired Materials via High-Throughput Synthesis and Machine-Learning Diagnosis

Shijing Sun, Noor Titan Putri Hartono, Zekun Ren et al. · Joule · 2019 · 328 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +17

Fast and interpretable classification of small X-ray diffraction datasets using data augmentation and deep neural networks

Felipe Oviedo, Zekun Ren, Shijing Sun et al. · npj Computational Materials · 2019 · 312 citations · Full text

Computing, Computer Science, Materials Science +17

Two-step machine learning enables optimized nanoparticle synthesis

Flore Mekki‐Berrada, Zekun Ren, Tan Huang et al. · npj Computational Materials · 2021 · 233 citations · Full text

Computing, Materials Engineering, Materials Science +17

An invertible crystallographic representation for general inverse design of inorganic crystals with targeted properties

Zekun Ren, Siyu Tian, Juhwan Noh et al. · Matter · 2021 · 175 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +17

Online detection for bearing incipient fault based on deep transfer learning

Wentao Mao, Ling Ding, Siyu Tian et al. · Measurement · 2019 · 120 citations

Computing, Computer Science, Fault-tolerant Computing +15