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Maximum Academic Press


When spectra become tokens for AI-driven discovery

A new conceptual framework treats spectroscopy as a computable language of matter, encoding identity, environment, and relationships governed by quantum mechanics. This framework could connect spectroscopy, machine learning, inverse design, and automated experimentation, enabling a more unified language for materials discovery.

SourceMaximum Academic Press·JournalPrecision Chemistry·DateOct 7, 2026

Beyond explosions: A roadmap for understanding materials and structures under extreme conditions

A comprehensive roadmap brings together 175 researchers to present a broad view of how matter, materials, and engineering systems behave under extreme dynamic loading. The roadmap reviews advances and challenges in energetic materials and detonation, shock waves, and impact dynamics, with a focus on integrating experiment, theory, and ...

SourceMaximum Academic Press·JournalTheoretical and Applied Mechanics Letters·DateOct 1, 2026

Material-dependent aging resistance of polyether ether ketone composites: Linking structure-property evolution under ultraviolet and thermal-oxidative

This study decouples UV and thermo-oxidative degradation pathways in PEEK composites, revealing severe surface oxidation and performance deterioration under UV aging. Carbon fiber reinforcement mitigates UV-induced degradation, while PTFE/graphite solid lubricants maintain low friction through lubricating transfer films.

When AI enters the physical world, safety gets real

The review highlights security and ethical risks in AI-powered embodied systems, including hallucinations, synthetic forgeries, and adversarial attacks. It proposes a roadmap toward dependable embodied intelligence through safeguards like contextual checking, forgery detection, and risk-aware reasoning.

SourceMaximum Academic Press·JournalMachine Intelligence Research·DateAug 12, 2026

Harvesting practices reveal hidden damage in Sal forests

A study found that tree felling caused more harm to residual trees than extraction, which harmed seedlings. Most damage was mild, but routine harvesting may weaken regeneration and future forest development. The findings suggest improved practices for sustainable timber production in Nepal's managed Sal forests.

SourceMaximum Academic Press·JournalAgricultural Ecology and Environment·DateAug 7, 2026

Long non-coding RNA lnc87821 negatively regulates CsJAZ2 to modulate salt and alkali stress responses in Camellia sinensis

Researchers identified a long non-coding RNA, lnc87821, that negatively regulates CsJAZ2 to modulate salt and alkali stress responses in tea plants. This regulatory module reveals how tea plants respond to unfavorable soils, providing a new molecular entry point for understanding adaptation and breeding for stronger resistance.

SourceMaximum Academic Press·JournalBeverage Plant Research·DateJul 22, 2026