Parallel marine drug screening method based on heterogeneous many-core architecture
A screening method and heterogeneous technology, applied in the field of parallel marine drug screening based on heterogeneous many-core architecture, can solve problems such as time-consuming, and achieve the effects of reducing I/O pressure, good docking ability, and shortening search time.
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Embodiment 1
[0032]The parallel high-precision marine drug screening method based on the heterogeneous many-core architecture provided in this embodiment includes the construction of a heterogeneous many-core high-performance computing architecture, the input and output of drug high-throughput screening programs and parallelization, scoring, Optimize molecular structure;
[0033] 1) Construct a heterogeneous many-core high-performance computing architecture. During the virtual screening calculation process, an iterative local search global optimization algorithm is used to search for the conformation of the ligand after one rotation; rotation includes changes in the position and direction of the ligand , and changes in the torsion values of active rotatable bonds and flexible residues in the ligand. According to the scoring function, the rotated conformation calculates the binding free energy of this conformation with the corresponding receptor, and according to the complexity of the doc...
Embodiment 2
[0043] A parallel high-precision marine drug screening method based on heterogeneous many-core architecture of the present invention, the method includes constructing a heterogeneous many-core high-performance computing architecture, input and output of drug high-throughput screening programs and parallelization, scoring, Optimize molecular structure;
[0044] 1) Construct a heterogeneous many-core high-performance computing architecture, and use an iterative local search global optimization algorithm to search for the conformation of the ligand after one rotation. The rotated conformation calculates the binding of the conformation to the corresponding receptor according to the scoring function The free energy, according to the complexity of the docking, adaptively determines the number of steps in the search process and selects a random conformation to start performing several searches. Due to the huge amount of calculation in the search process, according to the architectura...
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