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Research map / Probabilistic and scientific modeling / Differential equations and PDEs

Lifting (D)QBF Preprocessing and Solving Techniques to (D)SSAT

AAAI 2023 · Probabilistic and scientific modeling › Differential equations and PDEs · approach: Physics-informed operator learning · 3 citations (OpenAlex)

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Measured effects reported in the paper

What was changedWhereMeasuredEffect
Apply preprocessingDC-SSAT · SSAT benchmarksPAR2: 25.5 %Helped
Apply preprocessingClauSSat · SSAT benchmarksPAR2: 906.35 -> 809.47Helped
Apply preprocessingElimSSAT · SSAT benchmarksPAR2: 771.77 -> 722.65Helped
Disable resolution (ablation)ClauSSat with preprocessing · SSAT benchmarkssolving performanceHurt
Disable subsumption (ablation)ElimSSAT with preprocessing · SSAT benchmarkssolving performanceHurt
Disable one preprocessing technique (ablation)DC-SSAT with preprocessing · SSAT benchmarkssolving performanceNo clear effect
Use partial rather than full preprocessing (ablation)DSSATpre + ElimSSAT · Biere DSSAT benchmarks# solved: 1161 -> 1200Hurt

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