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CSB: A Counting and Sampling tool for Bit-vectors
Arijit Shaw, Kuldeep S. Meel
Satisfiability modulo theory (SMT) solvers have significantly advanced automated reasoning due to their effectiveness in solving problems across various fields. With the advancemen…
Approximate SMT Counting Beyond Discrete Domains
Arijit Shaw, Kuldeep S. Meel
Satisfiability Modulo Theory (SMT) solvers have advanced automated reasoning, solving complex formulas across discrete and continuous domains. Recent progress in propositional mode…
Efficient Volume Computation for SMT Formulas
Arijit Shaw, Uddalok Sarkar, Kuldeep S. Meel
Satisfiability Modulo Theory (SMT) has recently emerged as a powerful tool for solving various automated reasoning problems across diverse domains. Unlike traditional satisfiabilit…
Model Counting in the Wild
Arijit Shaw, Kuldeep S. Meel
Model counting is a fundamental problem in automated reasoning with applications in probabilistic inference, network reliability, neural network verification, and more. Although mo…
An Approximate Skolem Function Counter
Arijit Shaw, Brendan Juba, Kuldeep S. Meel
One approach to probabilistic inference involves counting the number of models of a given Boolean formula. Here, we are interested in inferences involving higher-order objects, i.e…