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TechnologiesColumnsOn Campus

Artificial Intelligence Helps Make Titanium More Useful

By Austin Weber
Titanium

Titanium has the highest strength to weight ratio of any metal.

Photo courtesy Norsk Titanium

using high-resolution imaging to optimize titanium alloys

Engineers are using high-resolution imaging to optimize titanium alloys.

Photo courtesy Johns Hopkins Applied Physics Laboratory

arc melting

Additive manufacturing, arc melting and artificial intelligence technology are used to develop next-generation applications for titanium.

Photo courtesy Johns Hopkins Applied Physics Laboratory

Titanium
using high-resolution imaging to optimize titanium alloys
arc melting
June 16, 2025

Titanium has the highest strength-to-weight ratio of any metal. It’s used to make everything from golf clubs to rocket engines and brake calipers to orthopedic implants. However, the lightweight metal has traditionally required an expensive, slow and resource-intensive manufacturing process.

Engineers at the Whiting School of Engineering at Johns Hopkins University and the Johns Hopkins Applied Physics Laboratory (APL) are harnessing additive manufacturing and artificial intelligence technology to develop new ways to improve both the speed of production and the strength of titanium parts. The goal of the initiative is to enable manufacturers to use more titanium in applications ranging from deep sea to outer space.

“We’re not just making incremental improvements,” says Steve Storck, Ph.D., chief scientist for additive manufacturing at APL. “We discovered processing conditions that pushed performance beyond what was thought possible. We’re finding entirely new ways to process these materials, unlocking capabilities that weren’t previously considered.”

Storck and his colleagues are focusing their R&D efforts on Ti-6Al-4V, a titanium alloy known for its high strength and low weight. They leveraged AI-driven models to map out previously unexplored manufacturing conditions for laser powder bed fusion, a popular method of metal 3D printing.

Their findings challenge long-held assumptions about process limits, revealing a broader processing window for producing dense, high-quality titanium with customizable mechanical properties.

“Producing Ti64 parts often requires significant material removal from a billet, resulting in a high buy-to-fly ratio, meaning much of the raw material is wasted and not used in the final product,” explains Storck. “While additive manufacturing provides a promising alternative to reduce material waste and the associated costs, it can be slower. [Our] recent work demonstrates one method to reduce the production time for near-net-shape-parts, making the process more efficient.”

The research revealed a high-density processing regime previously dismissed due to concerns about material instability. With targeted adjustments, the team unlocked new ways to process Ti-6Al-4V, which can be used for additive manufacturing applications.

Looking for quick answers on assembly and manufacturing topics? Try Ask ASM, our new smart AI search tool. Ask ASM →

“Laser powder bed fusion is a process in which a high-powered laser fuses layers of metal powder to produce dense, high-strength parts with complex geometries,” says Storck. “This technique is useful for applications requiring precision and performance.

“Titanium’s properties can be affected by the way the material is processed,” Storck points out. “Laser power, scan speed and spacing between laser tracks determine how the material solidifies—whether it becomes strong and flexible or brittle and flawed. Traditionally, finding the right combination required slow trial-and-error testing.”

When Storck began studying additive manufacturing a decade ago, materials availability was a challenge. “Each design required a specific material, but robust processing conditions didn’t exist for most of them,” he explains. “Titanium was one of the few that met Department of Defense needs and had been optimized to match or exceed traditional manufacturing performance. We knew we had to expand the range of materials and refine processing parameters to fully unlock additive manufacturing’s potential.”

Stock and his colleagues focused on defect control and material performance. Building on that groundwork, they used machine learning technology to explore a wide range of processing parameters.

“We’re leveraging AI tools to optimize the manufacturing process and improve materials performance,” says Storck. “Our findings hold promise for industries that rely on high-performance titanium parts. For instance, the ability to manufacture stronger, lighter components at greater speeds could improve efficiency in aviation, medical devices and shipbuilding.

“We envision a paradigm shift where future additive manufacturing systems can adjust as they print, ensuring perfect quality without the need for extensive post-processing, and parts that can be born qualified,” adds Storck.

See more articles from our July 2025 issue!


For more information on titanium, read these articles:

  • Aerospace Assembler Forms Titanium Parts.
  • Hot Forming Titanium.
  • Additive Manufacturing Helps Boom Supersonic Produce Complex Parts.
KEYWORDS: additive manufacturing Artificial Intelligence (AI) lightweight materials lightweighting titanium

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Austinweber headshot
Austin has been senior editor for ASSEMBLY Magazine since September 1999. He has more than 21 years of b-to-b publishing experience and has written about a wide variety of manufacturing and engineering topics. Austin is a graduate of the University of Michigan.

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