After up to three re-prompting attempts, GPT-4o correctly classified 98.32% of radar targets from candidate lists, and the paper packages the successful reasoning chains into a new SAR-CoT dataset.
Evans-Lewis inequalities in dimension three
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abstract
In proving Rellich inequalities in the framework of equalities, N. Bez, S. Machihara, and T. Ozawa obtained some interesting norm inequalities in the spirit of Evans and Lewis that compare the standard Laplacian with its radial and spherical components. In this paper we give a simple unified proof and a strict improvement of these Evans-Lewis inequalities in the subtle dimension three case. Our approach is robust and explains clearly the occurrence of the sharp constant.
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Reframing SAR Target Recognition as Visual Reasoning: A Chain-of-Thought Dataset with Multimodal LLMs
After up to three re-prompting attempts, GPT-4o correctly classified 98.32% of radar targets from candidate lists, and the paper packages the successful reasoning chains into a new SAR-CoT dataset.