RESEARCH / QUESTIONS IN PUBLIC

WHAT WE
ARE
LEARNING.

Hair care touches mechanics, keratin biology, surface chemistry, water, geometry, friction and human routine. This is a working map of the literature we read to understand what hair has lived through and what care can responsibly do next.

PRIMARY SOURCE INDEX

QUESTIONS BEFORE CLAIMS.

A paper can give us a better question. It cannot, by itself, prove what a finished product will do. These entries name the source, explain what we take from it, and link to the record so you can read the evidence directly.

arXiv / 2026

Hair is a functionally graded composite, not a uniform fiber

A new materials-science result argues that hair can exhibit spatial gradients in morphology, composition and mechanical behavior. For product R&D, the important implication is to avoid treating a strand as one uniform substrate from root to tip.

keratinmechanicsgradient
OPEN PRIMARY SOURCE ↗
arXiv / 2007

Nanomechanics of single keratin fibres

Micro-Raman work connects tensile loading with alpha-helix to beta-sheet transitions, disulfide changes and the role of water. It links molecular deformation to the macroscopic stress-strain response of human hair.

Ramanwaterkeratin
OPEN PRIMARY SOURCE ↗
Journal of the Mechanical Behavior of Biomedical Materials / 2017

Structure and mechanical behavior of human hair

A hierarchical mechanics study reports strong dependence of tensile behavior on strain rate, relative humidity and temperature, reinforcing the need to control environmental conditions during hair testing.

tensilehumiditytemperature
OPEN PRIMARY SOURCE ↗
Journal of the American Academy of Dermatology / 2003

Current research on ethnic hair

Cross-sectional geometry, water swelling and mechanical behavior vary across sampled hair populations even when intimate fiber structures are broadly similar. Geometry is therefore a central variable in product and method design.

geometryswellingtexture
OPEN PRIMARY SOURCE ↗
International Journal of Trichology / 2019

The what, why and how of curly hair

This review synthesizes how curvature, ellipticity, torsion and grooming loads interact. It is especially useful for separating ancestry labels from the mechanical consequences of fiber shape.

curltorsionbreakage
OPEN PRIMARY SOURCE ↗
Frontiers in Physiology / 2019

Systems approach to human hair fibers

A cross-disciplinary systems view maps physical, mechanical, biochemical and geometric hair properties and emphasizes their interdependence rather than treating each metric in isolation.

systemstaxonomymeasurement
OPEN PRIMARY SOURCE ↗
Colloids and Interface Science Communications / 2025

Understanding and controlling the friction of human hair

A recent review centers friction as a major sensory and grooming variable, with weathering, 18-MEA loss, cuticle directionality and conditioning deposition all influencing tribology.

friction18-MEAconditioning
OPEN PRIMARY SOURCE ↗
Journal of Structural Biology / 2005

Effect of 18-MEA on hair nanotribology

Atomic-force microscopy work directly associates the covalently bound 18-MEA surface layer with lower adhesion and friction, establishing a useful mechanistic target for surface-repair research.

AFM18-MEAfriction
OPEN PRIMARY SOURCE ↗
Scientific Reports / 2024

Biomimetic barrier recovery on damaged hair

Work on covalently linked fatty-acid mimics explores how a damaged hydrophobic surface might be restored. It is mechanistic evidence, not evidence for any House of Amayah finished formula.

biomimeticlipidssurface
OPEN PRIMARY SOURCE ↗
Scientific Reports / 2019

Prevention of lipid loss from hair

This study separates internal and surface lipid behavior and uses microscopy and chemical analysis to investigate how washing and modification influence lipid retention.

lipidswashingcuticle
OPEN PRIMARY SOURCE ↗
International Journal of Cosmetic Science / 2015

Advanced hair damage model from UV radiation in the presence of copper

Copper taken up from water can accelerate UV-linked oxidative damage in hair. Chelation strategies including EDDS and histidine were studied as ways to reduce copper uptake and downstream damage markers.

copperUVchelation
OPEN PRIMARY SOURCE ↗
International Journal of Cosmetic Science / 2013

Role of copper in photochemical damage to hair

Proteomic evidence connects low levels of exogenous copper with increased UV damage, while chelation reduced copper accumulation in the tested system.

proteomicscopperUV
OPEN PRIMARY SOURCE ↗
International Journal of Cosmetic Science / 2020

UV damage, antioxidants and metal chelators

Multiple free-radical assays were used to study copper, antioxidants and chelators under UV exposure, providing a screening framework for oxidative-stress interventions.

ROSUVscreening
OPEN PRIMARY SOURCE ↗
British Journal of Dermatology / 1995

Bubble hair from focal heating of damp fibers

Classic evidence shows that brief focal heating of damp hair can create internal bubbles and produce weak, brittle fibers. Water state and temperature must therefore be treated together in thermal protocols.

heatwaterfracture
OPEN PRIMARY SOURCE ↗
International Journal of Cosmetic Science / 2010

Chronological ageing of human hair keratin fibres

Long-hair analysis shows progressive weathering from the exterior inward, including cuticle abrasion and decline in surface-associated lipids such as 18-MEA along older lengths.

weatheringcuticleageing
OPEN PRIMARY SOURCE ↗
arXiv / 2025

GeomHair: Reconstruction of hair strands from colorless 3D scans

Geometry-first strand reconstruction and the Strands400 dataset show how computer vision can convert hair into measurable 3D structure, with future relevance to curl geometry, density and personalized routine modeling.

3Ddatasetgeometry
OPEN PRIMARY SOURCE ↗
arXiv / 2024

GaussianHair: hair modeling and rendering with light-aware Gaussians

A strand-aware representation captures geometry and appearance for editing, relighting and animation. Beyond graphics, the work illustrates computational descriptors that could eventually support objective visual hair phenotyping.

renderinggeometryappearance
OPEN PRIMARY SOURCE ↗
arXiv / 2025

GroomLight: relightable human hair appearance modeling

Hybrid inverse rendering separates physically grounded light transport from residual appearance, useful conceptually for distinguishing true surface changes from lighting artifacts in imaging-based evaluation.

appearanceimagingrelighting
OPEN PRIMARY SOURCE ↗
arXiv / 2026

Strand-based hairstyle generation via large reconstruction and multimodal models

A 2026 pipeline combines reconstruction models, multimodal models and classical geometry processing to generate detailed strand geometry from single images, widening the toolkit for hair-shape digitization.

multimodalstrands3D
OPEN PRIMARY SOURCE ↗
Physical Review Letters / arXiv / 2012

The shape of a ponytail and the statistical physics of hair fiber bundles

A continuum theory models hair bundles using bending elasticity, gravity, disorder and an equation of state. It is a reminder that bulk hairstyle behavior emerges from many interacting fibers, not only single-strand properties.

bundleselasticitycurvature
OPEN PRIMARY SOURCE ↗
FROM LITERATURE TO CARE

WHAT BETTER
QUESTIONS MAKE POSSIBLE.

01 / BEGIN WITH HISTORY

RECORD WHAT THE FIBER HAS LIVED THROUGH.

Before comparing routines, understand the starting point.

  • Texture and curvature class
  • Virgin vs processed history
  • Heat frequency and temperature
  • Water source and metal exposure
  • Prior conditioning and styling films
02 / LOOK BEYOND FEEL

LET MORE THAN ONE SIGNAL SPEAK.

A sensory experience matters, but it should not carry the whole conclusion.

  • Wet and dry combing force
  • Fiber friction / tribology
  • Tensile and cyclic fatigue
  • Contact angle / surface state
  • Microscopy and protein loss
03 / NOTICE WHAT LASTS

THE FIRST WASH IS NOT THE WHOLE STORY.

Immediate softness and durable change are different questions.

  • Repeated wash cycles
  • Humidity cycling
  • Heat restyling
  • Abrasion / brushing
  • Layering with routine products
04 / KEEP THE PROMISE SMALL

SAY ONLY WHAT THE DATA CAN HOLD.

Ingredient evidence, prototype evidence and finished-formula evidence are distinct layers.

  • No disease claims
  • No biological regeneration of dead fiber
  • No paper-to-product leap
  • Predefine success criteria
  • Make room for null results
CONTRIBUTE TO THE MAP

WHAT ARE WE
NOT SEEING YET?

Researchers, cosmetic chemists, engineers, stylists and observant consumers can submit papers, datasets, testing methods or unresolved mechanisms. A useful observation can open a question; it is not an endorsement or a product claim.