New tool uses AI to help undergraduates think critically about research
Peer-Reviewed Publication
Updates every hour. Last Updated: 27-Oct-2026 21:16 ET (28-Oct-2026 01:16 GMT/UTC)
An interdisciplinary team of researchers has developed and demonstrated a step-by-step framework called Socratic Challenger that uses artificial intelligence to help undergraduate students cultivate critical thinking skills. Specifically, the framework uses AI as a collaborator to develop research questions that can be pursued in laboratory or classroom settings.
A paper by Harvard engineers describes a new way to extend quantum coherence using sound waves.
Through a sol-gel method, sub-nanometer WN clusters are embedded into a porous Fe-N-C aerogel to form a universal support that anchors Pt-based ORR catalysts with record stability. In MEA (0.05 mgPt/cm²), it delivers 1.85 W/cm² peak power density and retains 91.1 % after 90,000 cycles (only 4 mV loss at 0.80 A/cm²)—far exceeding the DOE 2030 target.
With the accelerated advancement of lunar and Mars exploration programs, long-term human habitation on extraterrestrial bodies faces the severe challenge of extreme diurnal temperature variations. Phase change materials (PCMs), owing to their ability to store or release substantial latent heat during solid–liquid phase transitions while maintaining a nearly constant temperature, have become an ideal solution for space thermal control systems. However, in the microgravity environment of space, the ground-dominant natural convection tends to disappear, and thermocapillary convection may become the prevailing heat transfer mechanism; in low-gravity environments such as those on the Moon and Mars, the coexistence and competition between these two convective regimes remain unclear. Existing studies have predominantly focused on either Earth's gravity or pure microgravity conditions, with a notable scarcity of research on the coupled effects of thermocapillary and natural convection at intermediate gravity levels. The melting dynamics of two typical organic PCMs, succinonitrile and n-octadecane, under low-gravity conditions have not yet been systematically elucidated. Therefore, clarifying the roles of thermocapillary convection under varying gravity levels and container geometries holds significant engineering guidance for the design of efficient space thermal control systems.