Hidden reaction pathways inform additive engineering for perovskite LEDs

Nature, Published online: 14 October 2026; doi:10.1038/s41586-026-11120-3Resolution and control of the hidden solution-phase chemistry of 5-aminovaleric acid added to perovskite precursor solutions is described for producing films with…

Nature, Published online: 14 October 2026; doi:10.1038/s41586-026-11120-3

Resolution and control of the hidden solution-phase chemistry of 5-aminovaleric acid added to perovskite precursor solutions is described for producing films with a near-unity mean peak photoluminescence quantum yield and near-infrared perovskite LEDs with enhanced external quantum efficiencies.

Advancing subseasonal forecasting with machine learning

Nature, Published online: 14 October 2026; doi:10.1038/s41586-026-11126-xThe AI framework probabilistic bias correction is shown to correct weather forecast errors 2 to 6 weeks ahead and boost forecast skill, making it promising for im…

Nature, Published online: 14 October 2026; doi:10.1038/s41586-026-11126-x

The AI framework probabilistic bias correction is shown to correct weather forecast errors 2 to 6 weeks ahead and boost forecast skill, making it promising for improved extreme-weather prediction.

Engineered TYK2 dependence enables myeloid-selective IL-10 receptor agonism

Nature, Published online: 14 October 2026; doi:10.1038/s41586-026-11176-1A tetravalent nanobody-based myeloid-selective IL-10 receptor agonist recapitulates IL-10’s potent suppression of monocytes, macrophages and dendritic cells while…

Nature, Published online: 14 October 2026; doi:10.1038/s41586-026-11176-1

A tetravalent nanobody-based myeloid-selective IL-10 receptor agonist recapitulates IL-10’s potent suppression of monocytes, macrophages and dendritic cells while avoiding stimulation of T cells.

A microexon regulatory code reveals autism-linked genetic variation

Nature, Published online: 14 October 2026; doi:10.1038/s41586-026-11119-wA regulatory sequence code for neuronal microexons reveals genetic variants predicted to alter their splicing in individuals with autism.

Nature, Published online: 14 October 2026; doi:10.1038/s41586-026-11119-w

A regulatory sequence code for neuronal microexons reveals genetic variants predicted to alter their splicing in individuals with autism.

Global conservation area coverage substantially exceeds current estimates

Nature, Published online: 14 October 2026; doi:10.1038/s41586-026-11157-4A globally representative sample of 25 countries and territories indicates that conservation areas cover 26.81% of the land, much closer to the 30% by 2030 target…

Nature, Published online: 14 October 2026; doi:10.1038/s41586-026-11157-4

A globally representative sample of 25 countries and territories indicates that conservation areas cover 26.81% of the land, much closer to the 30% by 2030 target than officially reported.

Sexual dimorphism in epidermal stem cell dynamics

Nature, Published online: 14 October 2026; doi:10.1038/s41586-026-11159-2Long-term live imaging of adult mouse ear skin reveals sex-specific differences in the clonal dynamics of epidermal stem cells and transit-amplifying cells during…

Nature, Published online: 14 October 2026; doi:10.1038/s41586-026-11159-2

Long-term live imaging of adult mouse ear skin reveals sex-specific differences in the clonal dynamics of epidermal stem cells and transit-amplifying cells during homeostasis.

Evidence for multi-Li<sup>+</sup> clustering in lithium-ion battery electrolytes

Nature, Published online: 14 October 2026; doi:10.1038/s41586-026-11138-7Machine-learning-enabled atomistic simulations, spectroscopy, electrochemical data and quantum-chemical calculations reveal previously unstudied multi-lithium-ion…

Nature, Published online: 14 October 2026; doi:10.1038/s41586-026-11138-7

Machine-learning-enabled atomistic simulations, spectroscopy, electrochemical data and quantum-chemical calculations reveal previously unstudied multi-lithium-ion complexes without bound anions, improving understanding of lithium-ion-battery functionality at the atomic level.

Clasping folds enable superior elastic strength of graphene films

Nature, Published online: 14 October 2026; doi:10.1038/s41586-026-11109-yTwo-dimensional graphene films with unusual folded surfaces are synthesized through a modular assembly strategy and show enhanced strength, toughness and elastic …

Nature, Published online: 14 October 2026; doi:10.1038/s41586-026-11109-y

Two-dimensional graphene films with unusual folded surfaces are synthesized through a modular assembly strategy and show enhanced strength, toughness and elastic strain owing to stress distribution between interlayer folds.