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Home NEWS Science News Chemistry

Soft materials retain memories of their past states far longer than previously believed

Bioengineer by Bioengineer
September 3, 2025
in Chemistry
Reading Time: 4 mins read
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In the realm of materials science, the intricate behavior of soft glassy materials has long posed a puzzle to researchers. These substances, ubiquitous in everyday products such as hand lotions, hair gels, and shaving creams, exhibit a fascinating duality: they flow like liquids yet simultaneously maintain solid-like structural integrity. Recent cutting-edge research emerging from MIT is shedding new light on the hidden internal dynamics of these materials, revealing how they harbor a subtle “mechanical memory” that governs their stability over time and could revolutionize the way manufacturers design and test such products.

Soft glasses are intriguing because they blur the traditional lines between fluid and solid states. Unlike crystalline solids where atoms are arranged in orderly lattices, soft glasses are amorphous, comprising disordered particle networks. This complex microstructure enables them to deform under stress yet resist permanent flow, making them ideal for a myriad of consumer goods that need to be pliable but retain shape. However, the deep question that has stymied scientists is how these materials evolve after they appear to have reached equilibrium — do they ever truly relax, or does something like a memory of their formation process linger indefinitely?

MIT’s Crystal Owens, a postdoctoral researcher at the Computer Science and Artificial Intelligence Laboratory (CSAIL), has pioneered an experimental approach to quantify the lingering stresses trapped within these gels and creams after they have ostensibly reached a steady state. By deploying a standard benchtop rheometer — an instrument that precisely measures a material’s response to controlled deformation — Owens has been able to detect residual stresses that persist long beyond the conventional one-minute rest period assumed to be sufficient in industrial manufacturing settings.

Owens’ methodology involves initially mixing the soft material in one rotational direction inside the rheometer’s plates, then allowing it to settle for extended durations, significantly longer than previously considered. During the post-mixing relaxation stage, the rheometer’s top plate holds the material in place, and the force exerted to maintain this static position reflects the magnitude of the internal residual stress. Remarkably, Owens demonstrated that these soft glasses retain memory not only of the direction in which they were stirred but also of the elapsed time since that stirring occurred, indicating a deep, time-dependent internal structure.

This discovery overturns long-standing assumptions held by quality control engineers in the cosmetics and food industries. Typically, manufacturers rely on short settling periods to ensure that any internal stresses induced by mixing have dissipated, guaranteeing uniform product behavior from batch to batch. Owens’ findings suggest that this protocol may significantly underestimate the persistence of mechanical memory, potentially causing variability in the texture, stability, and shelf-life of soft glassy products, which could explain inconsistencies often observed despite identical processing.

The concept of residual stress — a subtle yet measurable force trapped within a material’s microstructure — is not new in physics, but its measurement in soft glassy substances represents a crucial advance. Unlike crystalline materials where residual stress often manifests visibly through warping or cracks, in soft materials it quietly influences rheological properties, dictating how the gel or cream flows, deforms, and ages. Owens’ innovative protocol facilitates unprecedented insights into these hidden internal forces, allowing researchers to map the evolution of mechanical memory over days rather than minutes.

One of the most striking implications of this work lies in the possibility of deliberately engineering the mechanical memory of soft materials. Owens and her team have also developed predictive models that link residual stress values to long-term behavior, enabling the design of gels and lotions with tailored “short-term memories.” By minimizing residual stress during processing, manufacturers could ensure more stable products, reducing separation, phase changes, or textural degradation over time, thereby improving consumer satisfaction and reducing waste.

Extending beyond consumer products, the concept of mechanical memory resonates in other domains, notably in construction materials such as asphalt. Asphalt, when applied as a molten mixture, undergoes cooling and solidification processes similar in some aspects to soft glasses. Owens hypothesizes that residual stress trapped during initial mixing may contribute to the formation of cracks and deterioration in pavements over time. Understanding and controlling this residual stress could lead to innovations in eco-friendly, long-lasting road surfaces with enhanced durability.

The subtleties revealed by Owens’ research challenge conventional wisdom in classical mechanics and materials engineering. Rheology, the study of deformation and flow, often treats relaxation times and steady states as final endpoints. However, this new evidence suggests that soft glassy materials are perpetually caught in a metastable dance, where internal forces counteract complete molecular rearrangement for surprisingly long spans. The rheometer measurements bring to life these anomalous shear stress growth phenomena, previously obscured by assumptions of rapid relaxation.

From a physics perspective, these findings ignite curiosity about the fundamental state of soft glasses. Are these materials forever locked in an out-of-equilibrium state, or is there a theoretical framework that can encapsulate their persistent memory? The interplay of amorphous structure and low-level stresses opens the door to exploring new material states that reconcile glassy dynamics with mechanical retention — a frontier with broad implications from soft robotics to biomedical devices.

The practical upshot is immense. By integrating controlled mechanical memory insights into manufacturing protocols, industries can shift from empirical trial-and-error approaches toward science-driven processes. For instance, tweaking mixing speeds, directions, or durations could tune residual stresses, optimizing product longevity and performance. This precision engineering of soft glasses marks a turning point, catalyzed by Owens’ protocol, toward smarter material design that harmonizes form, function, and reliability.

In conclusion, the persistence of mechanical memory in soft glassy materials heralds a paradigm shift in how we understand, measure, and manipulate these everyday substances. MIT’s groundbreaking research not only reveals the hidden histories embedded in gels, lotions, and creams but also charts a path toward enhancing material resilience across sectors as diverse as cosmetics and civil infrastructure. As we unravel the mysteries of residual stress and memory, a new era of material science beckons, promising innovations that will ripple through both laboratories and daily life.

Subject of Research: Residual stress and mechanical memory in soft glassy materials such as hair gel, shaving cream, and hand lotion

Article Title: “Anomalous Shear Stress Growth During Relaxation of a Soft Glass”

Web References: http://dx.doi.org/10.1103/421k-58rm

Image Credits: Crystal Owens

Tags: advancements in material testing techniquesbehavior of soft materialsconsumer product design innovationsduality of fluid and solid statesinternal dynamics of soft materialslong-lasting structural integritymechanical memory in materials scienceMIT materials researchproperties of amorphous materialssoft glassy materialsstability of soft glassesunderstanding material dynamics

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