… find concise loop invariants, and… invariants more reliably and more efficiently. This paper
is the first comprehensive study on the synergies between acceleration and invariant generation…

… Invariant generation is a classical problem to automatically generate invariants to aid the
formal … A car system has 𝑛 cars on a straight road and their acceleration and velocity are …

… for generating the candidate formulas (line 5) and populates the set of lemmas until their
conjunction is an invariant. … that can be adapted to accelerate syntax-guided invariant synthesis. …

… engines together would be able to accelerate invariant discovery (we further investigate
this … However, as our aim is to accelerate invariant generation, the extent to which a refutation …

… generation and transitive closure computation as black boxes: we can start from any interpolants
and strengthen it using any loop acceleration. … constraint-based invariant generation [5] …

… maintains scale and translation invariance, the rotation invariance property is lost owing
to … σ in Monte Carlo sampling to accelerate the rotation-invariant sliced Gromov-Wasserstein …

… The results not only indicate that NI-FGSM has a better transferability, but also demonstrate
that with the property of looking ahead, NI-FGSM can accelerate the generation of …

… It appears from these tests that our program has achieved the desired results of deleting
duplicates and accelerating the calculation. In all cases, our program tested the results to be …

… of acceleration as a vector-valued 1-form . As in general relativity, the usual concept of
acceleration … , force and acceleration become synonymous, the theory of acceleration (TOA) …

… invariants are useful for verifying the correctness of programs and also to study certain properties
of programs. We look at the automatic generation … , the acceleration relation expressed …