Papers

Full publication list on Google Scholar

Drawing Hands, 1948, by MC Escher

2025

Yin, Hirotaka, et al.

Kamome: A 3D-printable Sample Positioning and Scanning System for Autonomous Characterization

Tamura, Clara, et al.

Autonomous organic synthesis for redox flow batteries via flexible batch Bayesian optimization

Chong, Kai Xiang, et al.

Controlling metal–organic framework crystallization via computer vision and robotic handling

Halder, Ansuman, et al.

AI-Driven Robot Enables Synthesis-Property Relation Prediction for Metal Halide Perovskites in Humid Atmosphere

Nandishwara Kshithij Mysore, et al.

Data-driven microstructural optimization of Ag-Bi-I perovskite-inspired materials

Torrisi, Steven B., et al. "Materials cartography: A forward-looking perspective on materials representation and devising better maps." APL Machine Learning 1.2 (2023).
Montoya, Joseph H., et al. "Computer-assisted discovery and rational synthesis of ternary oxides." ChemrXiv (2023).
Ansari, Mehrad, et al. "History-Agnostic Battery Degradation Inference." ChemrXiv (2023).
van Vlijmen, Bruis, et al. "Interpretable Data-Driven Modeling Reveals Complexity of Battery Aging." ChemrXiv (2023).
Montoya, Joseph H., et al. "Toward autonomous materials research: Recent progress and future challenges." Applied Physics Reviews 9.1 (2022).
Sun, Shijing, et al. "Cage molecules stabilize lead halide perovskite thin films." Chemistry of Materials 34.21 (2022): 9384-9391.
Wang, Zhiliang, et al. "Machine learning guided dopant selection for metal oxide‐based photoelectrochemical water splitting: the case study of Fe2O3 and CuO." Advanced Materials 34.10 (2022): 2106776.
Sun, Shijing, et al. "A data fusion approach to optimize compositional stability of halide perovskites." Matter 4.4 (2021): 1305-1322.
Hartono, Noor Titan Putri, et al. "How machine learning can help select capping layers to suppress perovskite degradation." Nature Communications 11.1 (2020): 4172.
Sun, Shijing, et al. "Accelerated development of perovskite-inspired materials via high-throughput synthesis and machine-learning diagnosis." Joule 3.6 (2019): 1437-1451.
Correa-Baena, Juan-Pablo, et al. "Homogenized halides and alkali cation segregation in alloyed organic-inorganic perovskites." Science 363.6427 (2019): 627-631.
Mathews, Ian, et al. "Self‐powered sensors enabled by wide‐bandgap perovskite indoor photovoltaic cells." Advanced Functional Materials 29.42 (2019): 1904072.
Oviedo, Felipe, et al. "Fast and interpretable classification of small X-ray diffraction datasets using data augmentation and deep neural networks." npj Computational Materials 5.1 (2019): 60.
Sun, Shijing, et al. "Synthesis, crystal structure, and properties of a perovskite-related bismuth phase,(NH4) 3Bi2I9." APL Materials 4.3 (2016).
Sun, Shijing, et al. "Mechanical properties of organic–inorganic halide perovskites, CH3NH3PbX3 (X= I, Br and Cl), by nanoindentation." Journal of Materials Chemistry A 3.36 (2015): 18450-18455.
Kieslich, Gregor, Shijing Sun, and Anthony K. Cheetham. "Solid-state principles applied to organic–inorganic perovskites: new tricks for an old dog." Chemical Science 5.12 (2014): 4712-4715.

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