University of California, DavisMechanical and Aerospace Engineering

ARMS Laboratory / UC Davis

Connecting people,
software, and
manufacturing.

We explore manufacturing workflows for people and computers through Cognitive Manufacturing, alongside experimental research in machining-DED hybrid processes.

Advanced Research for
Manufacturing Systems

Instrumented directed energy deposition experiment in the ARMS laboratory
Inside ARMS Experimental directed energy deposition research.

Our research

Two research directions.
One experimental foundation.

From connected engineering knowledge and software agents to the interaction of deposition and cutting.

01 / Software & systems

Cognitive Manufacturing

Cognitive ManufacturingIntelligence across the manufacturing lifecycle
Semantic Manufacturing

Connect engineering meaning and knowledge.

Agentic Manufacturing

Reason, act, and verify with engineering tools.

DesignPlanningProductionInspectionImprovement
Two complementary pillars, with people guiding decisions.

Rethinking manufacturing workflows for people and computers, connecting engineering knowledge and computational tools to accelerate the path from design to production.

Explore Cognitive Manufacturing →

02 / Processes & machines

Machining/DED hybrid manufacturing

LT65 hybrid machine setup with deposition equipment

Investigating how deposition and machining can work together, from process planning to experimental measurement.

Explore hybrid manufacturing →

46 publications in manufacturing research

Explore the bibliography

The laboratory

Manufacturing research.
At UC Davis since 2013.

Founded by Professor Masakazu Soshi, ARMS brings together CNC machine tools, machining processes, and additive manufacturing with research in engineering knowledge and software systems.

About the laboratory

Our people

Research is a team effort.

Meet the researchers

Principal Investigator

Masakazu Soshi

Faculty profile ↗

MS student

Charles Ringham

PhD student

Ryan Daugherty

MS student

Advay Prasad

Student research at ARMS

Build your future
through research.

Graduate students form the core of research at ARMS, advancing our work in engineering knowledge, software systems, and manufacturing processes through computational and experimental research.

We welcome inquiries from undergraduate, master’s, and PhD students. Tell us about your background and research interests.

Industry collaboration

Start with a manufacturing challenge.

Contact Professor Soshi ↗