TPS-CalcBench is a new benchmark and evaluation framework that tests LLMs on analytical calculations in hypersonic aerodynamics and gas dynamics, using dual-track scoring and interventions to detect physically invalid reasoning.
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Derives closed-form critical electrostatic-elastic coupling values for the onset of homogeneous instability along [100], [110], and [111] directions in cubic colloidal crystals by renormalizing the elastic tensor with a scalar λ_g obtained from Poisson-Boltzmann theory.
External quadrupolar distortion imprints on orbital dynamics and accretion structure in thin disks around deformed compact objects, with the radiating region's outer edge tied to the radiation-to-gas pressure transition.
Thin diamond membranes are fabricated and tested as a versatile platform for photonic and optomechanical devices, with IR grating dichroism changes, femtosecond laser cutting, and polarization-dependent light modeling shown.
citing papers explorer
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TPS-CalcBench: A Benchmark and Diagnostic Evaluation Framework for LLM Analytical Calculation Competence in Hypersonic Thermal Protection System Engineering
TPS-CalcBench is a new benchmark and evaluation framework that tests LLMs on analytical calculations in hypersonic aerodynamics and gas dynamics, using dual-track scoring and interventions to detect physically invalid reasoning.
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Anisotropic Electrostatic-Elastic Softening and Stability in Charged Colloidal Crystals
Derives closed-form critical electrostatic-elastic coupling values for the onset of homogeneous instability along [100], [110], and [111] directions in cubic colloidal crystals by renormalizing the elastic tensor with a scalar λ_g obtained from Poisson-Boltzmann theory.
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Analytic thin disks and rings in a class of nonasymptotically flat static spacetimes
External quadrupolar distortion imprints on orbital dynamics and accretion structure in thin disks around deformed compact objects, with the radiating region's outer edge tied to the radiation-to-gas pressure transition.
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Diamond membranes: platform for photonic and opto-mechanical applications
Thin diamond membranes are fabricated and tested as a versatile platform for photonic and optomechanical devices, with IR grating dichroism changes, femtosecond laser cutting, and polarization-dependent light modeling shown.