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Zhe Liu · SciRah

Researcher profile · Semantic Scholar

Zhe Liu

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Zhe Liu — researcher profile on SciRah

h-index: 19
Works: 66
Citations: 2,135

Most-cited papers

Fast and interpretable classification of small X-ray diffraction datasets using data augmentation and deep neural networks
Felipe Oviedo, Ze-Kun Ren, Shijing Sun, C. Settens +8 more
2018npj Computational Materials325 citations Open access
Semantic Scholar
Accelerated Development of Perovskite-Inspired Materials via High-Throughput Synthesis and Machine-Learning Diagnosis
Shijing Sun, Noor Titan Putri Hartono, Ze-Kun Ren, Felipe Oviedo +14 more
2018Joule286 citations Open access
Semantic Scholar
Benchmarking the performance of Bayesian optimization across multiple experimental materials science domains
Qiaohao Liang, A. Gongora, Ze-Kun Ren, A. Tiihonen +11 more
2021npj Computational Materials240 citations Open access
Semantic Scholar
Machine Learning with Knowledge Constraints for Process Optimization of Open-Air Perovskite Solar Cell Manufacturing
Zhe Liu, Nicholas Rolston, Austin C. Flick, T. Colburn +3 more
2021Social Science Research Network201 citations Open access
Semantic Scholar
How machine learning can help select capping layers to suppress perovskite degradation
Noor Titan Putri Hartono, Janak Thapa, A. Tiihonen, Felipe Oviedo +8 more
2020Nature Communications167 citations Open access
Semantic Scholar
A data fusion approach to optimize compositional stability of halide perovskites
Shijing Sun, A. Tiihonen, Felipe Oviedo, Zhe Liu +16 more
2021Matter132 citations Open access
Semantic Scholar
Correction: Revisiting thin silicon for photovoltaics: a technoeconomic perspective
Zhe Liu, Sarah E. Sofia, H. Laine, M. Woodhouse +3 more
2019Energy & Environmental Science92 citations Open access
Semantic Scholar
Precursor Concentration Affects Grain Size, Crystal Orientation, and Local Performance in Mixed-Ion Lead Perovskite Solar Cells
Sarah Wieghold, J. Correa-Baena, L. Nienhaus, Shijing Sun +6 more
2018ACS Applied Energy Materials77 citations
Semantic Scholar
The realistic energy yield potential of GaAs-on-Si tandem solar cells: a theoretical case study.
Hao-Hui Liu, Ze-Kun Ren, Zhe Liu, A. Aberle +2 more
2015Optics Express74 citations Open access
Semantic Scholar
Predicting Antimicrobial Activity of Conjugated Oligoelectrolyte Molecules via Machine Learning.
A. Tiihonen, Sarah J. Cox-Vázquez, Qiaohao Liang, Mohamed Ragab +11 more
2021Journal of the American Chemical Society49 citations Open access
Semantic Scholar
Quantitative analysis of degradation mechanisms in 30-year-old PV modules
Zhe Liu, Mariela Lizet Castillo, A. Youssef, J. Serdy +5 more
2019Solar Energy Materials and Solar Cells42 citations Open access
Semantic Scholar
Numerical Analysis of Radiative Recombination and Reabsorption in GaAs/Si Tandem
Ze-Kun Ren, J. Mailoa, Zhe Liu, Hao-Hui Liu +3 more
2015IEEE Journal of Photovoltaics40 citations
Semantic Scholar
Halide Heterogeneity Affects Local Charge Carrier Dynamics in Mixed-Ion Lead Perovskite Thin Films
Sarah Wieghold, J. Tresback, J. Correa-Baena, Noor Titan Putri Hartono +10 more
2019Chemistry of Materials32 citations Open access
Semantic Scholar
Periodic Upright Nanopyramids for Light Management Applications in Ultrathin Crystalline Silicon Solar Cells
Puqun Wang, Zhe Liu, Kai-Chen Xu, D. Blackwood +4 more
2017IEEE Journal of Photovoltaics32 citations
Semantic Scholar
The GaAs/GaAs/Si solar cell – Towards current matching in an integrated two terminal tandem
Ze-Kun Ren, Hao-Hui Liu, Zhe Liu, C. Tan +3 more
201729 citations Open access
Semantic Scholar
Worldwide theoretical comparison of outdoor potential for various silicon-based tandem module architectures
Hao-Hui Liu, C. Rodriguez-Gallegos, Zhe Liu, T. Buonassisi +2 more
2020Photovoltaic Specialists Conference25 citations Open access
Semantic Scholar
Discovering equations that govern experimental materials stability under environmental stress using scientific machine learning
R. R. Naik, A. Tiihonen, Janak Thapa, Clio Batali +3 more
2021npj Computational Materials24 citations Open access
Semantic Scholar
Opportunities for Machine Learning to Accelerate Halide Perovskite Commercialization and Scale-Up
Rishi E. Kumar, A. Tiihonen, Shijing Sun, D. Fenning +2 more
2021Matter23 citations Open access
Semantic Scholar
Developing a Robust Recombination Contact to Realize Monolithic Perovskite Tandems With Industrially Common p-Type Silicon Solar Cells
R. Hoye, Kevin A. Bush, Felipe Oviedo, Sarah E. Sofia +12 more
2018IEEE Journal of Photovoltaics23 citations Open access
Semantic Scholar
Detection of sub-500-μm cracks in multicrystalline silicon wafer using edge-illuminated dark-field imaging to enable thin solar cell manufacturing
Sarah Wieghold, Zhe Liu, Samuel J. Raymond, L. Meyer +3 more
2019Solar Energy Materials and Solar Cells19 citations Open access
Semantic Scholar
Predicting the outdoor performance of flat-plate III–V/Si tandem solar cells
Hao-Hui Liu, Ze-Kun Ren, Zhe Liu, A. Aberle +2 more
201719 citations
Semantic Scholar
Luminescence imaging analysis of light harvesting from inactive areas in crystalline silicon PV modules
Zhe Liu, M. Peters, Vinodh Shanmugam, Y. Khoo +4 more
201616 citations
Semantic Scholar
Resistive Intrinsic ZnO Films Deposited by Ultrafast Spatial ALD for PV Applications
N. Nandakumar, B. Dielissen, D. Garcia-Alonso, Zhe Liu +4 more
2015IEEE Journal of Photovoltaics16 citations Open access
Semantic Scholar
Design of a Submillimeter Crack-Detection Tool for Si Photovoltaic Wafers Using Vicinal Illumination and Dark-Field Scattering
Zhe Liu, Sarah Wieghold, L. Meyer, Loewen K. Cavill +2 more
2018IEEE Journal of Photovoltaics14 citations Open access
Semantic Scholar
Representative identification of spectra and environments (RISE) using k‐means
E. Looney, Zhe Liu, Andrej Classen, Hao-Hui Liu +6 more
2020Progress in Photovoltaics11 citations Open access
Semantic Scholar
Rapid and Accurate Thin Film Thickness Extraction via UV-Vis and Machine Learning
S. Tian, Zhe Liu, Vijila Chellappan, Yee-Fun Lim +10 more
2020Photovoltaic Specialists Conference11 citations
Semantic Scholar
A modeling framework for optimizing current density in four-terminal tandem solar cells: A case study on GaAs/Si tandem
Zhe Liu, Ze-Kun Ren, Hao-Hui Liu, Nasim Sahraei +5 more
201711 citations Open access
Semantic Scholar
Ohmic shunts in two-terminal dual-junction solar cells with current mismatch
Felipe Oviedo, Zhe Liu, Ze-Kun Ren, Maung Thway +2 more
20179 citations
Semantic Scholar
An Open-Source Environmental Chamber for Materials-Stability Testing Using an Optical Proxy
Rodolfo Keesey, A. Tiihonen, Alexander E. Siemenn, T. Colburn +18 more
2023Digital Discovery8 citations Open access
Semantic Scholar
Extracting film thickness and optical constants from spectrophotometric data by evolutionary optimization
R. Dutta, S. Tian, Zhe Liu, M. Lakshminarayanan +6 more
2022PLoS ONE8 citations Open access
Semantic Scholar
Analysis of CdTe photovoltaic cells for ambient light energy harvesting
I. Mathews, S. Kantareddy, Zhe Liu, A. Munshi +4 more
2020Journal of Physics D: Applied Physics8 citations Open access
Semantic Scholar
Organic passivation of silicon through multifunctional polymeric interfaces
Mariela Lizet Castillo, A. Ugur, H. Sojoudi, Nathan Nakamura +6 more
20178 citations
Semantic Scholar
Tackling Data Scarcity with Transfer Learning: A Case Study of Thickness Characterization from Optical Spectra of Perovskite Thin Films
S. Tian, Ze-Kun Ren, S. Venkataraj, Yuan-Hang Cheng +12 more
2022Digital Discovery7 citations Open access
Semantic Scholar
A Physical Data Fusion Approach to Optimize Compositional Stability of Halide Perovskites
Shi-Jia Sun, A. Tiihonen, Felipe Oviedo, Zhe Liu +12 more
20206 citations Open access
Semantic Scholar
Author Correction: How machine learning can help select capping layers to suppress perovskite degradation
Noor Titan Putri Hartono, Janak Thapa, A. Tiihonen, Felipe Oviedo +8 more
2020Nature Communications6 citations Open access
Semantic Scholar
Fast classification of small X-ray diffraction datasets using data augmentation and deep neural networks
Felipe Oviedo, Ze-Kun Ren, Shijing Sun, C. Settens +8 more
20186 citations
Semantic Scholar
Investigation of Low-Temperature Hydrogen Plasma-Etching Processes for Silicon Wafer Solar Cell Surface Passivation in an Industrial Inductively Coupled Plasma Deposition Tool
Mu-Zhi Tang, J. Ge, J. Wong, Zhe Liu +8 more
2016IEEE Journal of Photovoltaics6 citations
Semantic Scholar
Optical Modeling of Alkaline Saw-Damage-Etched Rear Surfaces of Monocrystalline Silicon Solar Cells
Zhe Liu, Nasim Sahraei, B. Hoex, A. Aberle +1 more
2014IEEE Journal of Photovoltaics5 citations
Semantic Scholar
Light management in mechanically-stacked GaAs/Si tandem solar cells: Optical design of the Si bottom cell
Zhe Liu, Ze-Kun Ren, Hao-Hui Liu, J. Mailoa +6 more
2015Photovoltaic Specialists Conference4 citations
Semantic Scholar
Detecting Microcracks in Photovoltaics Silicon Wafers using Varitional Autoencoder
Zhe Liu, Felipe Oviedo, E. Sachs, T. Buonassisi
2020Photovoltaic Specialists Conference3 citations
Semantic Scholar
Optical loss analysis of four-terminal GaAs/Si tandem solar cells
Zhe Liu, Ze-Kun Ren, Hao-Hui Liu, Nasim Sahraei +4 more
2016Photovoltaic Specialists Conference3 citations
Semantic Scholar
Theoretical energy yield of GaAs-on-Si tandem solar cells
Hao-Hui Liu, Ze-Kun Ren, Zhe Liu, R. E. Brandt +5 more
20143 citations
Semantic Scholar
Capping Layers Design Guidelines for Stable Perovskite Solar Cells via Machine Learning
Noor Titan Putri Hartono, Janak Thapa, A. Tiihonen, Felipe Oviedo +8 more
2020Photovoltaic Specialists Conference2 citations Open access
Semantic Scholar
Discovering the Underlying Equations Governing Perovskite Solar-Cell Degradation Using Scientiﬁc Machine Learning
R. R. Naik, A. Tiihonen, Janak Thapa, Clio Batali +3 more
20202 citations
Semantic Scholar
Ultra-Thin GaAs Double-Junction Solar Cell With Carbon-Doped Emitter
Ze-Kun Ren, Maung Thway, Zhe Liu, Yue Wang +8 more
2018IEEE Journal of Photovoltaics2 citations
Semantic Scholar
Interplay of Grain Size, Crystal Orientation, and Performance in Mixedion Lead Halide Perovskite Films
Sarah Wieghold, J. Correa-Baena, L. Nienhaus, Shijing Sun +5 more
2018IEEE World Conference on Photovoltaic Energy Conference2 citations
Semantic Scholar
Sensitivity analysis for III–V/Si tandem solar cells: A theoretical study
Maung Thway, Ze-Kun Ren, Zhe Liu, Jin-Chua Soo +4 more
20172 citations Open access
Semantic Scholar
Device impact of photon recycling and luminescent coupling on InGaP/Si tandems
Ze-Kun Ren, J. Mailoa, Zhe Liu, Hao-Hui Liu +6 more
2015Photovoltaic Specialists Conference2 citations
Semantic Scholar
Correction: Tackling data scarcity with transfer learning: a case study of thickness characterization from optical spectra of perovskite thin films
Siyu Isaac Parker Tian, Ze-Kun Ren, S. Venkataraj, Yuan-Hang Cheng +12 more
2024Digital Discovery1 citations Open access
Semantic Scholar
Low Cost (CAPEX and variable): Tool design for cell and module fabrication with thin, free-standing silicon wafers
Zhe Liu, Sarah Bonner, T. Buonassisi, E. Sachs
20201 citations Open access
Semantic Scholar

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