Xiaofeng Liu, PhD

TEMPR Learning


Writing

Materials Thru Life

Push and Pull and Flow: The Story of Mechanical and Rheological Analyses

By Xiaofeng Liu published on July 6, 2025

What do chocolate bar, toothpaste, rocket seal, ketchup, and touchscreens have in common?

They all respond when we push, pull, twist, press, or wait on them. Such properties must be fine-tuned for real-world situations. Failure often costs money, user experience, or lives.

In this newsletter version, I tell the story of how materials resist or give in under force. This is the topic of mechanical and rheological analyses. They are in every aspect of our daily lives. We answer questions like: How strong? How compliant? How squishy? How long will it last before it cracks, flows, or collapses?

The Classics: Tension, Compression, and Bending

Let’s start with the basics of mechanical testing.

When you pull on a material and observe how it responds. This is tensile testing. A stress-strain curve can be plotted by recording the force applied and the deformation it induced. Engineers use this to learn a material’s elasticity, tensile strength, and elongation at break.

Compression testing, in contrast, measures a material when you squeeze it. This is useful for foams, ceramics, and construction materials. Imagine an earthquake-resistant concrete mix that looked perfect on paper but failed prematurely in a field test. Compression testing under real loading conditions could reveal microvoid formation not visible in the initial lab-grade samples.

Now let's say a new carbon-fiber composite we invented passed all tension tests. But when demoed in a curved fuselage panel, it cracked under pressure. This is when flexural strength—how well a material handles bending—is essential. The material can be strong in plane. But flexural testing could reveal delamination under out-of-plane stress.

The Surfaces: What Indentation Reveals

Mechanical properties tell stories of materials bulk behaviors. But what if the material surfaces are of great importance in practical settings?

Nanoindentation is a technique where a microscopic probe presses into the surface of a material to measure hardness and elasticity on the nanoscale. It offers magnifying views into coatings, films, and delicate microstructures. It turns “how hard is this?” into “how does this change across the tiniest regions?”

Engineers working on flexible electronics use nanoindentation to confirm that the ultra-thin electrodes stayed ductile even after repeated folding. It can also be used to map the local stiffness across dentin and enamel in teeth for better design of dental composites.

The Wait Game: Watch Materials Evolve

Instead of pulling or pressing, Dynamic mechanical analysis applies small oscillating forces and tracks how the material reacts at different temperatures or frequencies. It creates well controlled conditions to watch how materials evolve over time. This is the technique behind designing running shoes that feel bouncy in cold Alps and not mushy in the Badwater Ultramarathon. It is also the basis of distinguishing an 80 mph rated tire versus a 120 mph rated one.

How material evolves over time is pivotal especially when long-term application and life are involved. Creep measures the change in dimensions when a prolonged force is applied. Stress relaxation, on the contrary, records the forces required to keep a certain change in shape for a given period.

It is possible that a catheter tubing performed well in stress-strain test but deformed after prolonged use inside the body. Creep testing under body conditions reveals slow deformation that wasn’t apparent in short-term tests.

Stress relaxation, meanwhile, helps engineers understand how a material complies of stress over time. Think of the rubber bands used in orthodontics. Proper relaxation testing ensures their corrective force over days or weeks.

The Flow: Rheology at Work

Rheology studies how materials flow under force and how that flow changes over time. It plots viscosity and determines how materials respond under different forces and time intervals. It’s used for designing everything from toothpaste that doesn't dribble to cement slurry that must remain stable during pumping.

Recall when You fight with a ketchup bottle. Nothing happens at first. Then suddenly the fries are swimming. This is yield stress—the minimum stress needed to start the flow. If you don’t exceed it, the material behaves like a solid. Go past it, the material flows. Manufacturers tweak yield stress in salad dressings, paints, and face creams to make them behave on demand.

Some materials show thixotropy—a time-dependent behavior where viscosity decreases over time as you apply stress and recovers itself once left alone. This is not just important for user experience. Think of how paint stirs more easily after a few seconds. And even easier when applied on the wall. Once leveled, it regains its original high viscosity before solidifying for a fine finish. Everyone takes it for granted. Behind the scenes, it is formulation at its best.

The Outlook

Mechanical and rheological testing listen to what materials try to say—how they handle forces, for better or worse, under all kinds of conditions. We see these tests as windows into a material’s life story. Every elastic modulus, creep curve, and flow ramp have a real-world tale behind it. At TEMPR Learning, we will learn how to tell their stories that connect fascinating materials characterization techniques to real world impacts.

In the coming weeks, I will take you deeper into each technique—temperature effect, creep, nanoindentation, yield stress, thixotropy, and more—with storytelling that bridges science and consequence.

Materials analyses are not boring textbooks. If you can tell the story.

From ketchup bottles to rocket seals, this story explores how materials bend, break, and flow under stress—revealing the hidden role of mechanical and rheological analysis in everyday life.

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