PIPages
Labs

Jaime Marian

University of California-Los Angeles, CA·Materials Science

Jet engines, hypersonic vehicles and nuclear systems need metals that stay strong at temperatures beyond what steels or nickel alloys can handle. 'High-entropy' alloys offer one route.

Fields

Materials Science

Engineering

Topics

high-entropy alloys

refractory multi-principal element alloys

refractory metals

Grants
1 known grant, through Jul 2029

What they work on

  1. Determine how 'necklace' microstructures nucleate at grain boundaries during dynamic recrystallization in body-centered-cubic refractory multi-principal element alloys, using mesoscale modeling.
  2. Build a model that links local chemical composition and dislocation motion to grain boundary evolution during high-temperature deformation.
  3. Validate the model with in-situ electron microscopy and micropillar compression tests on samples containing isolated grain-boundary triple junctions, where necklaces preferentially form.
  4. Test whether grain boundary sliding is an active mechanism during dynamic recrystallization, and use the findings to guide microstructure and composition choices for better high-temperature performance.

More about the research

They mix several metals in roughly equal amounts, instead of using one main metal with small additions. Those built from refractory metals, which have very high melting points, keep exceptional strength at high temperatures. Yet when these alloys are deformed while hot, their internal grain structure can rebuild itself. This process, dynamic recrystallization, can weaken the material and cause failure. This project seeks to understand how that breakdown begins.

Why it matters

Understanding why refractory high-entropy alloys lose strength at high temperature could guide the design of alloys that operate hotter and longer. Such alloys could serve as structural materials for energy and nuclear systems, irradiation-resistant coatings and hypersonic flight. Tools for optimizing alloy composition and microstructure could speed the development of materials for these extreme environments.

Known grants

From NIH and NSF research grants. Labs often have other funding we can't see.

Unraveling the recrystallization mechanisms in refractory multi-principal element alloys via mesoscale modeling and in situ nanoscale characterization

NSF · Aug 2026 – Jul 2029

Closest labs

William Musinski

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Measure strains inside grains, dislocation substructures and grain boundary interactions before and during fatigue cracking, using synchrotron high-energy X-ray diffraction, which sees inside metals as they deform, together with high-resolution microscopy.

Golden Kumar

University of Texas at Dallas, TX·Materials Science

Decouple the creep mechanisms that govern thermomechanical nanomolding of crystalline metals, including dislocation plasticity, Nabarro-Herring creep, and Coble creep, by systematically varying processing conditions and feedstock.

Qi An

Iowa State University, IA·Materials Science

Build a closed-loop AI platform that compares Bayesian optimization (choosing the most informative next test) with deep reinforcement learning (trial-and-reward learning) for designing the high-entropy carbide (Ti-Zr-Hf-Nb-Ta)C, using machine-learning force-field atomistic simulations.

The school

University of California-Los Angeles: 84 labs on PI Pages, $1.9B a year on research, 803 research doctorates a year.

More about University of California-Los Angeles

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