Editorial team
ioQuanta Research Desk
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Turning giant AI models into usable scientific instruments
PreprintA February 2024 proposal explains what scientific AI needs from fast responses, modular experiments, and transparency—and what remains unproven.
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Shaping and joining healable polymers into soft robot parts
Review or Meta-AnalysisTracked over timeA review explains three processing families and reversible polymer connections for soft robot parts; its abstract does not detail performance comparisons.
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How recorded missions teach a language model to approach a spacecraft
PreprintTracked over timeA simulation preprint turns telemetry into throttle commands. Explore pursuit gains and why different training examples complicate model comparisons.
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A better fungal pathway brings more glowing plants into view
Peer-Reviewed PaperTracked over timeAn improved fungal pathway enabled video of glowing plants. See how the enzymes changed and why mammalian cells still needed a supplied precursor.
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A nearly pure silicon anode meets a sulfide solid electrolyte
PreprintTracked over timeA laboratory preprint explains why a silicon anode worked better without added carbon and what separate capacity, current and temperature tests reveal.
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Eunomia groups moving satellites around the controllers they can reach
PreprintHow direction, visibility and traffic shape satellite control in Eunomia’s emulation study, with coordination gains distinct from broadband performance.
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From desired properties to crystals a laboratory could make
PreprintHow AI proposes crystals, uses scientific information to guide selection, and learns from testing—and why making those materials remains a separate hurdle.
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X-rays reveal the uneven interior of an aluminum-doped electrolyte
PreprintTracked over timeExplore why aluminum is added to LLZO, what X-ray images reveal about domains and strain, and why the link to battery durability remains unproven.
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Looking inside a satellite telemetry detector to understand its alarms
PreprintA preprint turns neural activity into anomaly tags, tests them on reaction-wheel telemetry, and examines the gaps before possible onboard use.
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How bacterial surfaces and chemistry shape mineral growth
Review or Meta-AnalysisTracked over timeExplore where bacteria-associated crystals begin, how surrounding polymers can delay growth, and what these mechanisms could mean for mineral treatments.










