Ferroelectronics Lab

Understanding and utilizing non-volatile properties of materials

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New Publication! “Perspective: Entropy-Stabilized Oxide Memristors”

August 15, 2024 By Avery-Ryan Ansbro

Abstract: A memristor array has emerged as a potential computing hardware for artificial intelligence (AI). It has an inherent memory effect that allows information storage in the form of easily programmable electrical conductance, making it suitable for efficient data processing without shuttling of data between the processor and memory. To realize its full potential for AI applications, fine-tuning of internal device dynamics is required to implement a network system that employs dynamic functions. Here, we provide a perspective on multicationic entropy-stabilized oxides as a widely tunable materials system for memristor applications. We highlight the potential for efficient data processing in machine learning tasks enabled by the implementation of “task specific” neural networks that derive from this material tunability.

Full text available from Applied Physics Letters

Filed Under: Publications Tagged With: device, high entropy, memristor, Sieun Chae

New Publication! “Adaptive Magnetoactive Soft Composites for Modular and Reconfigurable Actuators”

March 27, 2023 By Matt Webb

Abstract: Magnetoactive soft materials, typically composed of magnetic particles dispersed in a soft polymer matrix, are finding many applications in soft robotics due to their reversible and remote shape transformations under magnetic fields. To achieve complex shape transformations, anisotropic, and heterogeneous magnetization profiles must be programmed in the material. However, once programmed and assembled, magnetic soft actuators cannot be easily reconfigured, repurposed, or repaired, which limits their application, their durability, and versatility in their design. Here, magnetoactive soft composites are developed from squid-derived biopolymers and NdFeB microparticles with tunable ferromagnetic and thermomechanical properties. By leveraging reversible crosslinking nanostructures in the biopolymer matrix, a healing-assisted assembly process is developed that allows for on-demand reconfiguration and magnetic reprogramming of magnetoactive composites. This concept in multi-material modular actuators is demonstrated with programmable deformation modes, self-healing properties to recover their function after mechanical damage, and shape-memory behavior to lock in their preferred configuration and un-actuated catch states. These dynamic magnetic soft composites can enable the modular design and assembly of new types of magnetic actuators, not only eliminating device vulnerabilities through healing and repair but also by providing adaptive mechanisms to reconfigure their function on demand.

Full text available from Advanced Functional Materials.

Filed Under: Publications Tagged With: device, magnetism

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News

  • New Publication! “Toward Determination of the Critical Breakdown Field in Rutile Sn1-xGexO2 Alloys” March 20, 2026
  • Advanced Science Showcases Work on Their Cover Page November 18, 2025
  • New Publication! “Signatures of quantum spin liquid state and unconventional transport in thin film TbInO3” October 31, 2025

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About

Our research is at the intersection of multiple disciplines, drawing on principles and methodologies from materials science, chemistry, physics, and electrical engineering. Our mission is to pioneer … Read More

News

New Publication! “Toward Determination of the Critical Breakdown Field in Rutile Sn1-xGexO2 Alloys”

March 20, 2026 By Avery-Ryan Ansbro

Advanced Science Showcases Work on Their Cover Page

November 18, 2025 By Avery-Ryan Ansbro

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Ferroelectronics Lab
Address: 2030 H.H. Dow

T: (734) 763-6914
E: jtheron@umich.edu
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