We present a novel approach for verifying safety properties of finite state machines communicating over unbounded FIFO channels that is based on applying machine learning techniques. We assume that we are given a model of the system and learn the set of reachable states from a sample set of executions of the system, instead of attempting to iteratively compute the reachable states. The learnt s...

Damage recognition is a key initial step in DNA repair. A recent study puts to rest the debate of whether XPD helicase 'verifies' the appropriateness of the DNA damage to be mended by the nucleotide excision repair machinery.

We present a data-driven verification framework to automatically prove memory safety and functional correctness of heap programs. For this, we introduce a novel statistical machine learning technique that maps observed program states to (possibly disjunctive) separation logic formulas describing the invariant shape of data structures at relevant program locations. We then attempt to verify thes...

Purpose: N-myc downstream-regulated gene 2 (NDRG2) is frequently down-regulated in cancer, and plays an important role in the control of tumor growth and metastasis. Its manipulation has been suggested as a therapy in cancer. Here, we examined the outcome of NDRG2 overexpression on proliferation, invasion, migration and MMP activity of HCT116 colorectal cancer cell line. Methods: The HCT116 cel...

Maspin (Mammary Serine Protease Inhibitor) is a non-inhibitory serpin with multiple cellular effects that is a type II tumour metastasis suppressor. Maspin has been shown to reduce cell migration, invasion, proliferation and angiogenesis, and increase apoptosis and adhesion. In this paper, we report the development of a mathematical model of the effects of maspin on cellular proliferation and m...

the prophet of mecca had to do with scripture and the verses imply association or civic or have an audience beyond the book. research on the views of commentator's earliest origins of this belief is shown and reflect on research-based science learning orientalist and charge of the book of the prophet in mecca, stout field of contemporary interpretations reveal the default. but this view is...