Enterprise environment often screens large-scale (millions of lines code) codebases with static analysis tools to find bugs and vulnerabilities. Parfait is a code tool used in Oracle security vulnerabilities industrial codebases. Recently, many studies show that there are complicated cryptographic caused by misusing APIs Java TM 1 In this paper, we describe how realize precise scalable detectio...

Green hydrogen is set to become the energy carrier of future, provided that production technologies such as electrolysis and solar water splitting can be scaled global dimensions. Testing these on MW scale requires development dedicated new test facilities for which there no precedent. This perspective highlights challenges met path implementing a facility large-scale electrolysis, photoelectro...

Economic activity in different industries is linked to each other through aggregate income (horizontal linkages) and input-output relationships (vertical linkages). Could such linkages give rise to vicious circles of underdevelopment or virtuous circles of development when there are increasing returns to scale at the firm level? We show that vicious or virtuous circles based on demand linkages ...

The design of neural networks (NNs) is presented for treating large, linear model predictive control (MPC) applications that are out reach with available quadratic programming (QP) solvers. First, we introduce a new feedforward network architecture enables practitioners to obtain offset-free closed-loop performance NNs. Second, discuss the data generation procedure sample state space relevant t...

The existing small scale batch pans used for research in the South African sugar industry have limited capabilities for simulating industrial operations. In particular, these pans have been designed and used primarily for determining equilibrium conditions and have not been designed to achieve the rates of crystallization which are achieved in full scale pans. Operating an existing laboratory s...