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physics.comp-ph2026
Electromagnetic analysis of low dropout regulator circuit small-signal stability characterization for inductive LC filters and transformers
Xi Liu, Wenxi Fang, Ken Perlin
This work systematically evaluates the capability of generative large language models (LLMs), specifically GPT-4o, to support the full design, simulation, and optimization workflow…
physics.comp-ph2026
Modeling rare-earth and energy materials supply chains under theoretical China-outer-Mongolia political reunification scenarios
Xi Liu, Wenxi Fang
Critical rare earth elements, lithium, copper, and coal underpin global clean energy transitions and advanced manufacturing, yet China faces persistent supply volatility and resour…