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These devices offer ultrafast switching, low power consumption, and multi-level storage, driving innovations in neuromorphic computing, in-memory processing, and cryogenic systems; nonetheless, they face ongoing challenges in reliability, such as fatigue and imprint effects, and scalability at sub-5 nm technology nodes. Emerging frontiers, such as wurtzite-structured nitrides (e.g., AlScN) and antiferroelectric ZrO<jats:sub>2<\/jats:sub>-based systems, have garnered significant attention due to their exceptionally high remanent polarization and promising potential for enhanced endurance, respectively. Further addressing the reliability issues of these emerging ferroelectric materials and the challenges associated with large-scale integration processes through interdisciplinary efforts will unlock the full potential of ferroelectric technologies, positioning them as pivotal enablers of post-Moore computing architectures and sustainable AI-driven applications.<\/jats:p>","DOI":"10.1007\/s11432-025-4432-x","type":"journal-article","created":{"date-parts":[[2025,5,29]],"date-time":"2025-05-29T00:34:30Z","timestamp":1748478870000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["Ferroelectric materials, devices, and chips technologies for advanced computing and memory applications: development and challenges"],"prefix":"10.1007","volume":"68","author":[{"given":"Xiao","family":"Yu","sequence":"first","affiliation":[]},{"given":"Ni","family":"Zhong","sequence":"additional","affiliation":[]},{"given":"Yan","family":"Cheng","sequence":"additional","affiliation":[]},{"given":"Tianjiao","family":"Xin","sequence":"additional","affiliation":[]},{"given":"Qing","family":"Luo","sequence":"additional","affiliation":[]},{"given":"Tiancheng","family":"Gong","sequence":"additional","affiliation":[]},{"given":"Jiezhi","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Jixuan","family":"Wu","sequence":"additional","affiliation":[]},{"given":"Ran","family":"Cheng","sequence":"additional","affiliation":[]},{"given":"Zhiyuan","family":"Fu","sequence":"additional","affiliation":[]},{"given":"Kechao","family":"Tang","sequence":"additional","affiliation":[]},{"given":"Jin","family":"Luo","sequence":"additional","affiliation":[]},{"given":"Tianling","family":"Ren","sequence":"additional","affiliation":[]},{"given":"Fei","family":"Xue","sequence":"additional","affiliation":[]},{"given":"Lin","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Tianyu","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Xueqing","family":"Li","sequence":"additional","affiliation":[]},{"given":"Xiuyan","family":"Li","sequence":"additional","affiliation":[]},{"given":"Ping","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Xinqiang","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Jie","family":"Sun","sequence":"additional","affiliation":[]},{"given":"Anquan","family":"Jiang","sequence":"additional","affiliation":[]},{"given":"Peiyuan","family":"Du","sequence":"additional","affiliation":[]},{"given":"Bing","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Chengji","family":"Jin","sequence":"additional","affiliation":[]},{"given":"Jiajia","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Haoji","family":"Qian","sequence":"additional","affiliation":[]},{"given":"Wei","family":"Mao","sequence":"additional","affiliation":[]},{"given":"Siying","family":"Zheng","sequence":"additional","affiliation":[]},{"given":"Huan","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Haiwen","family":"Xu","sequence":"additional","affiliation":[]},{"given":"Can","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Zhihao","family":"Shen","sequence":"additional","affiliation":[]},{"given":"Xiaoxi","family":"Li","sequence":"additional","affiliation":[]},{"given":"Bochang","family":"Li","sequence":"additional","affiliation":[]},{"given":"Zheng-Dong","family":"Luo","sequence":"additional","affiliation":[]},{"given":"Jiuren","family":"Zhou","sequence":"additional","affiliation":[]},{"given":"Yan","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Yue","family":"Hao","sequence":"additional","affiliation":[]},{"given":"Genquan","family":"Han","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,5,26]]},"reference":[{"key":"4432_CR1","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1109\/MM.2020.3026667","volume":"40","author":"A Keshavarzi","year":"2020","unstructured":"Keshavarzi A, Ni K, van Hoek W D, et al. 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