SimpleTES scales test-time evaluation in LLMs to discover state-of-the-art solutions on 21 scientific problems across six domains, outperforming frontier models and optimization pipelines with examples like 2x faster LASSO and new Erdos constructions.
Quantum computation and quantum information
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A volume-integral-equation solver extracts classical far-field amplitudes to compute angle-resolved two-photon correlations and HOM-dip visibility for arbitrary dielectric scatterers.
Replaces Chen's Steps 8-9 with an exact coset sampling routine that measures residue tau, cancels the Karst-wave chirp using v_{1,Q} side information, applies QFT, and produces uniform samples on the dual hyperplane H under AC1-AC5.
citing papers explorer
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Evaluation-driven Scaling for Scientific Discovery
SimpleTES scales test-time evaluation in LLMs to discover state-of-the-art solutions on 21 scientific problems across six domains, outperforming frontier models and optimization pipelines with examples like 2x faster LASSO and new Erdos constructions.
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Modeling of Far-Field Quantum Coherence by Dielectric Bodies Based on the Volume Integral Equation Method
A volume-integral-equation solver extracts classical far-field amplitudes to compute angle-resolved two-photon correlations and HOM-dip visibility for arbitrary dielectric scatterers.
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Exact Coset Sampling for Quantum Lattice Algorithms
Replaces Chen's Steps 8-9 with an exact coset sampling routine that measures residue tau, cancels the Karst-wave chirp using v_{1,Q} side information, applies QFT, and produces uniform samples on the dual hyperplane H under AC1-AC5.