Smart materials
Materials whose behavior changes in response to conditions such as heat, force, chemistry or electrical input.
This coverage connects material behavior to design decisions. It asks which functions can share one body, how laboratory measurements translate to use, and which forms of integration make maintenance or recovery harder.
Practical guidance
CONTINUUM coverage
- Capability Learns When to Stop
One structure, one probe, one continuous gesture, one cue, one question—each expands capability by stopping before complexity spills onto the person.
- Capability Finds a Boundary
Systems become more capable when each layer is allowed to do more—and explicitly prevented from doing what it cannot be trusted to do.
- The Layer Takes the Load
Capability feels calmer when the material, component, or person best equipped to carry a decision is allowed to hold it.
- Form Holds the Logic
The most useful adaptation may begin when fit, sensing, persistence, and power are resolved in form before an interface asks for attention.
- Shape Takes the Load
The useful object does not merely contain capability; its geometry, material, and adjustment decide how much complexity reaches the person.
- Form Does the Work
The calmest interface may be the one whose geometry has already resolved part of the task.
- Adaptation Needs a Measure
A system becomes meaningfully adaptive when it can read changing conditions—and let those conditions limit what it is allowed to do.
- What Contact Can Tell
A physical system becomes more adaptive when contact is treated as information, not merely resistance.
- The System Reads Itself
The next adaptive object may begin by sensing its own state before asking the person what to do.
Sources in this coverage
- Additive manufacturing of superelastic NiTi braided metamaterials: an innovative strategy for engineering minimally invasive vascular medical devices
- FORM: Robot Manipulation through Direct Material Law Identification
- CommSketch: How Speaking while Sketching Steers Human--AI Design Ideation
- Towards the Threshold: A Fall-Risk Anchored Pareto Framework for Virtual Reality Gait Feedback Selection for Individuals with Multiple Sclerosis
- Rational Clarification by Assistive Agents via Value-of-Information Reasoning
- A Thermoreversible Gelation Pathway to Plant Cuticle-Inspired Biopolymer Aerogel Monoliths Based on Network-Spherulitic Crystal Assemblies
- A wearable closed-loop insulin micropump toward a miniaturized artificial pancreas for diabetes
- Robot Tool Design from Scratch via Behavior-Aware Hierarchical Optimization