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

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.

Parity-dependent coupling of molecular spin chains to a superconductor

Nature, Published online: 14 October 2026; doi:10.1038/s41586-026-11117-y

Scanning tunnelling spectroscopy shows that the fractional spin-1/2 end states of molecular Haldane chains couple differently to a superconducting condensate depending on whether the chain contains an even or odd number of spin-1 triangulene units.

De novo design of cysteine proteases

Nature, Published online: 14 October 2026; doi:10.1038/s41586-026-11143-w

De novo-designed enzymes use an activated cysteine nucleophile to hydrolyse polypeptide backbones in a sequence-dependent manner.

Divergent genomic evolution in astrocytomas and oligodendrogliomas

Nature, Published online: 14 October 2026; doi:10.1038/s41586-026-11150-x

Longitudinal genomic analyses in patients with astrocytoma or oligodendrioglioma suggest that these two types of tumour differ in the mechanisms by which they become resistant to treatment, with astrocytomas accumulating copy-number alterations and chromosomal instability markers but oligodendrogliomas acquiring new driver mutations.

Rh<sup>3+</sup> stabilized in KRh@MFI catalyses regioselective hydroformylation

Nature, Published online: 14 October 2026; doi:10.1038/s41586-026-11136-9

DFT investigations combined with spectroscopic and catalytic studies of disrupted subnanometric Rh2O3 clusters show that Rh+ centres in a zeolite-based catalyst are blocked with N-containing molecules, whereas Rh3+ sites are stabilized, allowing hydroformylation reactions with enhanced regioselectivity and efficiency.

Targeted stimulation of motor cortex ensembles drives learned movements

Nature, Published online: 14 October 2026; doi:10.1038/s41586-026-11174-3

Optogenetic stimulation of motor-cortex neuron ensembles shows that precisely timed activity in the primary motor cortex can generate learned neural patterns and movements, demonstrating an active role in skilled motor control.

Artificial intelligence-enabled clinical phenotyping of human brown fat

Nature, Published online: 14 October 2026; doi:10.1038/s41586-026-11162-7

Artificial intelligence-enabled quantification and analyses of brown adipose tissue (BAT) activity uncover links between BAT and a healthier metabolic profile along with lower rates of psychiatric disease, and can identify pharmacologic agents that could be repurposed to activate this tissue in humans.

Wave coarsening drives time crystallization in mechatronic metamaterials

Nature, Published online: 14 October 2026; doi:10.1038/s41586-026-11163-6

Wave coarsening in active elastic media is a phenomenon in which vibrations spontaneously increase in wavelength, period and amplitude before forming a globally synchronized time crystal.

Sexual dimorphism in epidermal stem cell dynamics

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.

A microexon regulatory code reveals autism-linked genetic variation

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.

Advancing subseasonal forecasting with machine learning

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.
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