Concepedia

Zekun Ren

ZR

28

Publications

2.2K

Citations

20

H-Index

2015

Active since

Affiliations

Singapore-MIT Alliance for Research and Technology(Current)

Massachusetts Institute of Technology

National University of Singapore

Agency for Science, Technology and Research

Institute of Materials Research and Engineering

Zekun Ren is an author at Singapore-MIT Alliance for Research and Technology specializing in engineering, photovoltaics, and electrical engineering.

Top concepts

EngineeringPhotovoltaicsElectrical EngineeringApplied PhysicsMaterial ScienceChemistrySolar CellsMachine LearningElectronic DevicesPhotovoltaic Devices

Publications per year

2015–2023

28

Publications

28

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 · 315 citations · Full text

Materials Science, Accelerated Development, Engineering +9

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 · 298 citations · Full text

Two-step machine learning enables optimized nanoparticle synthesis

Flore Mekki‐Berrada, Zekun Ren, Tan Huang et al. · npj Computational Materials · 2021 · 211 citations · Full text

Nanoparticles, Artificial Intelligence, Engineering +18

Machine learning with knowledge constraints for process optimization of open-air perovskite solar cell manufacturing

Zhe Liu, Nicholas Rolston, Austin C. Flick et al. · Joule · 2022 · 201 citations · Full text

Model Optimization, Engineering, Knowledge Constraints +7

Benchmarking the performance of Bayesian optimization across multiple experimental materials science domains

Qiaohao Liang, Aldair E. Gongora, Zekun Ren et al. · npj Computational Materials · 2021 · 179 citations · Full text

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