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Papers citing Metastable materials discovery in the age of large-scale computation

  1. Free energy predictions for crystal stability and synthesisability

    Digital Discovery · 2022

    Kasper Tolborg, Johan Klarbring, Alex M. Ganose, Aron Walsh

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  2. The electrostatic levitation system for active suspension control of test sample in horizontal and vertical axes

    Sensors and Actuators A Physical · 2022

    Biao Xiang, Chaoyue Wang

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  3. Colloidal Bismuth Chalcohalide Nanocrystals

    Angewandte Chemie International Edition · 2022

    Danila Quarta, Stefano Toso, Roberto Giannuzzi, Rocco Caliandro, Anna Moliterni, Gabriele Saleh, Agostina Lina Capodilupo, Doriana Debellis, Mirko Prato, Concetta Nobile, Vincenzo Maiorano, Ivan Infante, Giuseppe Gigli, Cinzia Giannini, Liberato Manna, Carlo Giansante

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  4. Colloidal Bismuth Chalcohalide Nanocrystals

    Angewandte Chemie · 2022

    Danila Quarta, Stefano Toso, Roberto Giannuzzi, Rocco Caliandro, Anna Moliterni, Gabriele Saleh, Agostina Lina Capodilupo, Doriana Debellis, Mirko Prato, Concetta Nobile, Vincenzo Maiorano, Ivan Infante, Giuseppe Gigli, Cinzia Giannini, Liberato Manna, Carlo Giansante

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  5. Femtosecond X-ray Laser Reveals Intact Sea–Island Structures of Metastable Solid-State Electrolytes for Batteries

    Nano Letters · 2022

    Akihiro Suzuki, Hiromochi Tanaka, Hisao Yamashige, Yuki Orikasa, Yoshiya Niida, Takashi Kimura, Kensuke Tono, Makina Yabashi, Tetsuya Ishikawa, Yoshitaka Bessho, Yasumasa Joti, Yoshinori Nishino

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  6. Hybrid DFT/Data-Driven Approach for Searching for New Quasicrystal Approximants in Sc-X (X = Rh, Pd, Ir, Pt) Systems

    Crystal Growth & Design · 2022

    Roman A. Eremin, Innokentiy S. Humonen, Pavel N. Zolotarev, Inna V. Medrish, Leonid E. Zhukov, Semen Budennyy

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  7. Investigation of the Pb–Fe–Se Ternary System and the Synthesis of a Ternary Pb1–xFexSe Phase

    Chemistry of Materials · 2022

    Fischer G. Harvel, Mellie Lemon, Renae N. Gannon, Dylan Bardgett, Marina Humphrey, David C. Johnson

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  8. Revealing Hidden Patterns through Chemical Intuition and Interpretable Machine Learning: A Case Study of Binary Rare-Earth Intermetallics RX

    Chemistry of Materials · 2023

    Volodymyr Gvozdetskyi, Balaranjan Selvaratnam, Anton O. Oliynyk, Arthur Mar

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  9. Adaptive Exploration and Optimization of Materials Crystal Structures

    INFORMS Journal on Data Science · 2023

    A. Krishna, Tran Doan Huan, Chaofan Huang, Rampi Ramprasad, V. Roshan Joseph

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  10. Polymorphism of group-IV carbides: Structures, (meta)stability, electronic, and transport properties

    Physical Review Materials · 2023

    Matthew Jankousky, Emily M. Garrity, Vladan Stevanović

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  11. Simulating high-entropy alloys at finite temperatures: An uncertainty-based approach

    Physical Review Materials · 2023

    Andrew C. Novick, Quan Nguyen, Roman Garnett, Eric S. Toberer, Vladan Stevanović

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  12. First-principles investigations of 2D materials: Challenges and best practices

    Matter · 2023

    Asha Yadav, Carlos Mera Acosta, Gustavo M. Dalpian, Oleksandr I. Malyi

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  13. Search for ambient superconductivity in the Lu-N-H system

    Nature Communications · 2023

    Pedro P. Ferreira, Lewis J. Conway, Alessio Cucciari, Simone Di Cataldo, Federico Giannessi, Eva Kogler, Luiz T. F. Eleno, Chris J. Pickard, Christoph Heil, Lilia Boeri

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  14. Mesoporous Metastable CuTe2 Semiconductor

    Journal of the American Chemical Society · 2023

    Aditya Ashok, Arya Vasanth, Tomota Nagaura, Caitlin J. Setter, Jack Kay Clegg, Alexander Fink, Mostafa Kamal Masud, Md. Shahriar A. Hossain, Takashi Hamada, Miharu Eguchi, Hoang‐Phuong Phan, Yusuke Yamauchi

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  15. Over‐Stoichiometric Metastabilization of Cation‐Disordered Rock Salts

    Advanced Materials · 2023

    You Wang, Alexandra Outka, Wassie Mersha Takele, Maxim Avdeev, Sami Sainio, Rui Liu, Vanessa Kee, Wonu Choe, Basirat Raji‐Adefila, Dennis L. Nordlund, Shan Zhou, Wang Hay Kan, Terefe G. Habteyes, Dongchang Chen

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  16. High-pressure polymorph of Co 3 P 2 O 8 : phase transition to an olivine-related structure

    Dalton Transactions · 2024

    Robin Turnbull, Josu Sánchez-Martín, Akun Liang, Daniel Díaz-Anichtchenko, Cătălin Popescu, K. Sandeep Rao, Srungarpu Nagabhusan Achary, Alfonso Muñoz, V. Panchal, Daniel Errandonea

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  17. Probabilistic prediction of material stability: integrating convex hulls into active learning

    Materials Horizons · 2024

    Andrew C. Novick, Diana Cai, Quan Nguyen, Roman Garnett, Ryan Prescott Adams, Eric S. Toberer

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  18. Crystal-Structure Matches in Solid-Solid Phase Transitions

    Physical Review Letters · 2024

    Fang-Cheng Wang, Qi-Jun Ye, Yucheng Zhu, Xin-Zheng Li

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  19. Combining ab‐initio and machine learning techniques for theoretical simulations of hard nitrides at extreme conditions

    Linköping studies in science and technology. Dissertations · 2024

    Florian Bock

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  20. Introduction of the Metastable‐Phase Materials

    Venue not supplied by source · 2024

    Qi Shao, Mingwang Shao

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  21. Mechanochemically Enabled Metastable Niobium Tungsten Oxides

    Journal of the American Chemical Society · 2024

    Basirat Raji‐Adefila, You Wang, Yong Ling Ding, Maxim Avdeev, Alexandra Outka, Hailey Gonzales, Kory Engelstad, Sami Sainio, Dennis L. Nordlund, Wang Hay Kan, Shan Zhou, Dongchang Chen

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  22. Lower-voltage electroluminescent device with metastable nanostructure for silicon photonics

    Next Materials · 2024

    Mohammad M. Afandi, Gyeongdo Baek, Jongsu Kim

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  23. Prospective Chalcohalide Perovskites: Pursuing the Synthesis of CsBiSCl2 Nanocrystals

    ChemRxiv · 2024

    Danila Quarta, David Maria Tobaldi, Carlo Giansante

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  24. A guide to discovering next-generation semiconductor materials using atomistic simulations and machine learning

    Computational Materials Science · 2024

    Arun Mannodi‐Kanakkithodi

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  25. Discovery of Ternary Antimonides A–Al–Sb (A = Rb or Cs) with Desired Structural Motifs Guided by Machine Learning

    Chemistry of Materials · 2024

    Bryan Owens‐Baird, Volodymyr Gvozdetskyi, Arka Sarkar, Balaranjan Selvaratnam, Arthur Mar, Kirill A. Kovnir

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  26. Structural Evolution of Millisecond Laser-Induced Metastable Crystalline GeTe

    ACS Applied Electronic Materials · 2024

    Jose Recatala‐Gomez, Yun Li, Nur Qalishah Adanan, Biplab Ghosh, Haiwen Dai, Yang Bai, Chenguang Zhang, Samuel A. Morris, Zhong‐Shan Jin, Wenhao Zhai, Tobias W. W. Maß, Pawan Kumar, Fengxia Wei, Maung Thway, Rafikul Ali Saha, Eduardo Solano, Martin Rosenthal, Maarten B. J. Roeffaers, Nigel M. Kirby, Izabela Miłogrodzka, Robert Edward Simpson, Kwan Wee Tan, Kedar Hippalgaonkar

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  27. Prospective Chalcohalide Perovskites: Pursuing (and Failing) the Synthesis of CsBiSCl2 Nanocrystals

    The Journal of Physical Chemistry Letters · 2024

    Danila Quarta, David Maria Tobaldi, Carlo Giansante

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  28. High-Throughput Screening of Li Solid-State Electrolytes with Bond Valence Methods and Machine Learning

    Chemistry of Materials · 2024

    Stephen Xie, Shreyas J. Honrao, John W. Lawson

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  29. Strategic lattice manipulation in transition metal nitrides for improved solubility

    Acta Materialia · 2024

    Rebecca Janknecht, Nikola Koutná, Katharina Weiß, Eleni Ntemou, S. Kolozsvári, P.H. Mayrhofer, Rainer Hahn

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  30. Al2B12C with High Ambipolar Mobility Driven by a Unique B–C Framework

    Journal of the American Chemical Society · 2024

    Shicong Ding, Sheng Wang, Yong Liu, Eva Zurek, Li Zhu, Guochun Yang

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  31. The amorphous state as a frontier in computational materials design

    Nature Reviews Materials · 2024

    Yuanbin Liu, Ata Madanchi, Andy S. Anker, Lena Simine, Volker L. Deringer

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  32. Rapid synthesis of metastable materials for electrocatalysis

    Chemical Society Reviews · 2025

    Qiao Chen, Zichao Xi, Ziyuan Xu, Minghui Ning, Huimin Yu, Yuanmiao Sun, Dawei Wang, Ali Sami Alnaser, Huanyu Jin, Hui–Ming Cheng

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  33. Unlocking the potential of metastable-phase catalysts: advantages, stabilization, and applications

    Chemical Society Reviews · 2025

    Yutong Du, Chendi Zhao, Shuangxing Li, Tonghao Dai, Xudong Yang, Yuanle Zhu, Qi Shao

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  34. Basin-Size Mapping: Prediction of Metastable Polymorph Synthesizability Across TaC–TaN Alloys

    Journal of the American Chemical Society · 2025

    Andrew C. Novick, Quan Nguyen, Matthew Jankousky, M. Brooks Tellekamp, Eric S. Toberer, Vladan Stevanović

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  35. Online Bayesian State Estimation for Real-Time Monitoring of Growth Kinetics in Thin Film Synthesis

    Nano Letters · 2025

    Sumner B. Harris, Ruth Y. López Fajardo, Alexander A. Puretzky, Kai Xiao, Feng Bao, Rama Krishnan Vasudevan

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  36. How to accelerate the inorganic materials synthesis: from computational guidelines to data-driven method?

    National Science Review · 2025

    Yilei Wu, Xiangyang Li, Rong Guo, Rui Xu, Ming‐Gang Ju, Jinlan Wang

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  37. Interlayer‐Mediated Stabilization of Metastable P63cm ScFeO3 on Al2O3

    Advanced Materials Interfaces · 2025

    Marshall Blake Frye, Mengkun Tian, Eoin Moynihan, Ana M. Sánchez, Lauren Marie Garten

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  38. Using GNN property predictors as molecule generators

    Nature Communications · 2025

    Félix Therrien, Edward Hartley Sargent, Oleksandr Voznyy

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  39. Discovering Stable Amorphous Ceramics: From Computational Prediction to Thin‐Film Synthesis

    Advanced Materials · 2025

    Oleksandr V. Pshyk, Siarhei Zhuk, Jyotish Patidar, Alexander Wieczorek, Amit Siddharth Sharma, Johann Michler, Claudia Cancellieri, Vladan Stevanović, Sebastian Siol

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  40. Artificial Intelligence for Materials Discovery, Development, and Optimization

    ACS Nano · 2025

    Benediktus Madika, Aditi Saha, Chaeyul Kang, Batzorig Buyantogtokh, Joshua Agar, Chris M. Wolverton, Peter W. Voorhees, P. B. Littlewood, Sergei V. Kalinin, Seungbum Hong

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  41. High throughput and machine learning approaches for thermoelectric materials

    MRS Bulletin · 2025

    Eric S. Toberer, Andrew C. Novick, Elif Ertekin

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  42. Predicting the synthesizability of inorganic crystals by bridging crystal graphs and phonon dynamics

    Chinese Physics B · 2025

    Mei Ma, Wei Ma, Le Gao, Zongguo Wang, Haibo Liu

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  43. Classification and enumeration of solid-solid phase transition mechanisms

    Physical review. B./Physical review. B · 2025

    Fang-Cheng Wang, Qi-Jun Ye, Yucheng Zhu, Xin-Zheng Li

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  44. AI-driven design of powder-based nanomaterials for smart textiles: from data intelligence to system integration

    Advanced Powder Materials · 2025

    Zihui Liang, Yun Deng, Zhicheng Shi, Xiaohong Liao, Huiyi Zong, Lizhi Ren, Xiangzhe Li, Xinyao Zeng, Peiying Hu, Wei Ke, Bing Wu, Kai Wang, Jin Wen Qian, Weilin Xu, Fengxiang Chen

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  45. Synthesis of PtCo nanotwinned catalysts via laser ablation

    Nano Research · 2025

    Jin Shan Huang, Yu-Han Joseph Tsai, Shiqi Zheng, Ao Zhang, Sibo Wang, Heting Pu, Bosi Peng, Zeyan Liu, Ting-Jung Hsiao, Xiangfeng Duan, Bingbing Li, Yinmin Wang, Yu Huang

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  46. Unlocking the optoelectronic potential of AGeX3 (A = Ca, Sr, Ba; X = S, Se): A sustainable alternative in chalcogenide perovskites

    The Journal of Chemical Physics · 2025

    Ayan Chakravorty, Surajit Adhikari, Priya Johari

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  47. In situ observation of a transient intermediate state during metastable solidification of a Fe–Cr–Ni alloy

    Acta Materialia · 2026

    Sangho Jeon, J. Lee, Ivan G. Kaban, Douglas M. Matson

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  48. Machine Learning Prediction of Crystal Structure Stability toward the Design of High-Entropy Oxides

    Chinese Physics Letters · 2026

    Qiancheng Zhou, C. Wang, Liyuan Wang, Zhouzhou Wang, Ming Qiu, Mingdong Dong, Ying Yu

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  49. Stoichiometry-Driven Phase Diagram and Emergent Electronic/Magnetic Properties in Two-Dimensional Boron Phosphides

    The Journal of Physical Chemistry C · 2026

    Zhilin Zhao, Ke Xiong, Guòan Tai

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  50. A Synthetic Perspective of Strategies for Accessing Metastable Polymorphs: Lessons Learned from Hafnium(IV) Oxide

    ACS Materials Letters · 2026

    S. Chakraborty, James Pérez-Vázquez, Guan-Wen Liu, Sarbajit Banerjee

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