研讨会 - HAMR材料开发及其前景

seminar – Material development for HAMR and its prospects

Spintec News by Alain Marty 2026-02-20 12:45 Original
摘要
日本国立材料研究所(NIMS)的Yukiko Takahashi博士将于2026年5月5日在法国SPINTEC实验室举办研讨会,主题为“HAMR材料开发及其前景”。她将介绍利用数据驱动和机器学习方法优化FePt-BN-C颗粒薄膜,以提升热辅助磁记录(HAMR)的存储密度,并探讨三维磁记录等新技术路径。Takahashi博士在磁性材料领域拥有丰富经验,与硬盘产业联系紧密,目前担任NIMS磁性及自旋电子材料研究中心主任。

高崎由纪子博士将主讲HAMR材料发展研讨会

日本国立材料科学研究所(NIMS)的高崎由纪子博士将于2026年5月5日(周二)上午9:00,在SPINTEC研究所举办题为“热辅助磁记录(HAMR)材料发展及其前景”的研讨会。

会议详情:

* 地点: 法国格勒诺布尔CEA园区10.05号楼IRIG/SPINTEC 445号报告厅(现场参会需提前申请进入许可,须于4月2日前联系 admin.spintec@cea.fr)。

* 线上接入: Zoom会议

* 链接:https://univ-grenoble-alpes-fr.zoom.us/j/98769867024?pwd=dXNnT3RMeThjYStybGVQSUN0TVdJdz09

* 会议ID:987 6986 7024

* 密码:025918

报告摘要:

随着物联网和数字化转型的快速发展,数据中心对存储密度的需求持续攀升。热辅助磁记录技术采用L1₀-FePt材料,其磁各向异性比传统的CoCrPt高出一个数量级,为实现超高密度记录提供了可能。要实现超过4 Tbit/in²的面密度,需要晶粒尺寸约4.3纳米、晶粒间距约1纳米的颗粒薄膜。然而,传统的FePt-C和FePt-BN等隔离相体系尚未能同时满足所需的微观结构和磁性能标准。

为突破此限制,研究团队引入了基于NIMS研究数据表达平台的数据驱动材料设计框架。通过收集FePt-C和FePt-BN体系的实验数据集并应用机器学习,成功预测出可实现晶粒尺寸低于6纳米、矫顽力高达3.7 T的FePt-BN-C颗粒薄膜的溅射条件。尽管经过迭代预测优化,晶粒尺寸已缩小至4.9纳米,但结果也表明,仅在该材料体系内完全满足4 Tbit/in²的所有要求存在固有困难。

除了材料优化,三维磁记录为实现更高面密度提供了另一条路径。作为概念验证,研究团队制备了FePt-C/Ru-C/FePt-C三层膜,证明了外延堆叠结构,以及上下FePt层因有序化状态不同而产生的显著磁开关行为。报告还将讨论提升上层薄膜结构和磁性能的策略。

主讲人简介:

高崎由纪子博士于2001年获日本东北大学电气工程博士学位,随后加入日本国立材料科学研究所。她的开创性研究包括开发用于HAMR的FePt-C颗粒记录介质、利用FePt颗粒介质演示全光开关及三维HAMR。此外,她还积极从事新型永磁材料的研发工作。

高崎博士已发表超过270篇研究论文,并与硬盘驱动器产业界保持着紧密的研究合作。她现任NIMS磁性与自旋电子材料研究中心主任,并同时在筑波大学和东北大学兼任教授职务。

Summary
On May 5, 2026, Japan's NIMS researcher Dr. Yukiko Takahashi will present a seminar at SPINTEC in Grenoble on advancing Heat-Assisted Magnetic Recording (HAMR) technology. She will discuss using a data-driven, machine learning approach to develop FePt-based granular films for higher storage densities and explore 3D magnetic recording as a pathway to achieve areal densities beyond 4 Tbit/in² for data centers.

Advanced Materials for Next-Generation Data Storage: A Seminar on HAMR Technology

On May 5, 2026, the SPINTEC laboratory will host Dr. Yukiko Takahashi from Japan's National Institute for Materials Science (NIMS) for a seminar on material innovations for heat-assisted magnetic recording (HAMR). The event will address the critical materials challenges in pushing data storage densities beyond current limits.

The HAMR Challenge and Materials Bottleneck

The exponential growth of IoT and digital infrastructure is driving relentless demand for higher storage areal densities in data centers. HAMR technology, which uses a laser to momentarily heat the recording medium, relies on L1₀-ordered FePt alloys. These materials possess magnetic anisotropy an order of magnitude greater than conventional CoCrPt, making them suitable for ultrahigh-density recording. However, achieving target densities beyond 4 Tbit/in² requires granular films with exceptionally small grain sizes (~4.3 nm) and narrow inter-grain spacing (~1 nm). Conventional material systems like FePt-C and FePt-BN have so far failed to simultaneously meet the necessary microstructural and magnetic property criteria.

A Data-Driven Approach to Materials Design

To break this impasse, Dr. Takahashi's team employed a data-driven materials design framework using the NIMS Research Data Express (RDE) platform. By aggregating experimental datasets and applying machine learning to the FePt-C and FePt-BN systems, they predicted optimal sputtering conditions. This led to the development of FePt-BN-C granular films with grain sizes below 6 nm and coercivities as high as 3.7 Tesla. Iterative prediction cycles further refined the microstructure, achieving grains of 4.9 nm. While significant, these results also highlighted the intrinsic difficulty of satisfying all requirements for 4 Tbit/in² recording within this specific materials family alone.

Exploring 3D Magnetic Recording as an Alternative Pathway

Beyond optimizing two-dimensional granular media, the research explores three-dimensional magnetic recording as a complementary route to higher areal density. As a proof of concept, the team fabricated FePt-C/Ru-C/FePt-C trilayers. These structures demonstrated successful epitaxial stacking and exhibited distinct magnetic switching behaviors in the upper and lower FePt layers, attributed to their different chemical ordering states. The seminar will discuss ongoing strategies to enhance the structural and magnetic quality of the upper layer in such 3D architectures.

Speaker Profile

Dr. Yukiko Takahashi earned her Ph.D. in Electrical Engineering from Tohoku University in 2001. A pioneer in developing FePt-C granular media for HAMR, her work also includes demonstrations of all-optical switching (AOS) and 3D-HAMR concepts. She has authored over 270 research papers and maintains strong collaborative ties with the hard disk drive industry. Currently, she serves as Director of the NIMS Research Center for Magnetic and Spintronic Materials and holds concurrent professorships at the University of Tsukuba and Tohoku University.

Logistical Details

The seminar, titled "Material development for HAMR and its prospects," begins at 09:00 on May 5, 2026. It will be held in person at the IRIG/SPINTEC auditorium (445 CEA Building 10.05) in Grenoble. Note that physical access to the CEA site requires prior entry authorization, which must be requested by April 2, 2026, via admin.spintec@cea.fr. The event will also be accessible via video conference on Zoom (Meeting ID: 987 6986 7024; Passcode: 025918).

Résumé
Le Dr Yukiko Takahashi du NIMS (Japon) présentera un séminaire le 5 mai 2026 au CEA-Grenoble sur le développement de matériaux pour l'enregistrement magnétique assisté par la chaleur (HAMR). Elle exposera ses travaux utilisant l'apprentissage automatique pour concevoir des films granulaires FePt-BN-C, et explorera la piste de l'enregistrement magnétique tridimensionnel pour augmenter la densité de stockage, cruciale pour les data centers.

On Tuesday, May 5th 2026, we have the pleasure to welcome in SPINTEC Yukiko Takahashi from NIMS, Japan. She will give us a seminar at 09:00 entitled : Material development for HAMR and its prospects

Place : IRIG/SPINTEC, auditorium 445 CEA Building 10.05 (presential access to the conference room at CEA in Grenoble requires an entry authorization. Request it before April 2th at admin.spintec@cea.fr)

video conference : https://univ-grenoble-alpes-fr.zoom.us/j/98769867024?pwd=dXNnT3RMeThjYStybGVQSUN0TVdJdz09

Meeting ID: 987 6986 7024

Passcode: 025918

Abstract : With the rapid expansion of IoT and digital transformation, data centers demand ever-higher storage densities. Heat-assisted magnetic recording (HAMR) employs L1₀-FePt, whose magnetic anisotropy is an order of magnitude larger than that of conventional CoCrPt, enabling ultrahigh-density recording. Achieving areal densities beyond 4 Tbit/in² requires granular films with grain sizes ~4.3 nm and narrow inter-grain pitch with ~1 nm [1]. However, conventional segregant systems such as FePt-C and FePt-BN have not yet simultaneously satisfied the required microstructural and magnetic criteria.

To overcome this limitation, we introduced a data- driven materials design framework using the NIMS Research Data Express (RDE) platform. By collecting experimental datasets and applying machine learning to FePt-C and FePt-BN systems, we predicted sputtering conditions that led to FePt-BN-C granular films with sub-6 nm grain sizes and coercivities up to 3.7 T. Although iterative prediction cycles improved the microstructure to 4.9 nm grains, the results also clarified the intrinsic difficulty of meeting all 4 Tbit/in² requirements within this materials system alone.

Beyond materials optimization, three-dimensional magnetic recording offers an additional pathway toward higher areal density. As a proof of concept, FePt-C/Ru-C/FePt-C trilayers were fabricated, demonstrating epitaxial stacking and distinct magnetic switching behaviors arising from different ordering states in the upper and lower FePt layers [2]. Strategies to improve the structural and magnetic quality of the upper layer will be discussed.

[1] D. Weller et al., IEEE Trans. Magn. 50, 3100108 (2014).

[2] P. Tozman et al.,Acta Mater. 271, 119869 (2024).

Biography : Dr. Yukiko Takahashi received her Ph.D in Electrical Engineering from Tohoku University in 2001 and joined National Institute for Materials Science (NIMS). Her pioneering research is the development of FePt-C granular recording media for HAMR, demonstration of AOS and 3D-HAMR using FePt granular media. In addition to this, she actively works on the development of new permanent magnetic materials.

She has published more than 270 research papers and has strong research connections with HDD industries.

Currently, she is the director of Research Center for Magnetic and Spintronic Materials of NIMS and holds a concurrent professorship at the University of Tsukuba and Tohoku University.

The post seminar – Material development for HAMR and its prospects appeared first on Spintec.

AI Insight
Core Point

日本NIMS研究员将介绍利用数据驱动和机器学习方法开发用于热辅助磁记录(HAMR)的FePt基材料,以突破硬盘存储密度瓶颈。

Key Players

NIMS (日本国立材料科学研究所) — 日本材料科学研究机构,主导HAMR材料开发。

SPINTEC — 法国格勒诺布尔的自旋电子学研究中心,主办此次研讨会。

Industry Impact
  • ICT: 高 — HAMR技术直接决定数据中心硬盘的存储密度与容量。
  • Computing/AI: 中 — 数据驱动材料设计方法展示了AI/ML在基础研发中的应用。
Tracking

Monitor — 该研究处于材料科学前沿,旨在解决下一代数据存储的核心技术瓶颈,但商业化尚需时间。

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