Small 7B reasoning models were fine-tuned on synthetic and curated QFT problems using RL and SFT, yielding performance gains, error analysis, and public release of data and traces.
The Motion of Point Particles in Curved Spacetime
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The Smith-Will conservative tail term produces small violations of four-velocity orthogonality that are suppressed by many orders of magnitude when the Gal'tsov dissipative term is included.
Derives far-zone electromagnetic potentials and angular radiation distribution for a point charge in a monochromatic gravitational wave via first-order perturbation theory with Shapiro-delay regularization.
citing papers explorer
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Fine-Tuning Small Reasoning Models for Quantum Field Theory
Small 7B reasoning models were fine-tuned on synthetic and curated QFT problems using RL and SFT, yielding performance gains, error analysis, and public release of data and traces.
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Precision tests of analytical tail-term approximations for radiation reaction in Schwarzschild spacetime
The Smith-Will conservative tail term produces small violations of four-velocity orthogonality that are suppressed by many orders of magnitude when the Gal'tsov dissipative term is included.
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Electromagnetic radiation from a point-like charge in a weak gravitational wave: a Shapiro-delay-motivated approach
Derives far-zone electromagnetic potentials and angular radiation distribution for a point charge in a monochromatic gravitational wave via first-order perturbation theory with Shapiro-delay regularization.