Data Management for Combinatorial Heterogeneous Catalysis: Methodology and Development of Advanced Tools
As catalytic chemical processes become increasingly mature, innovation in this field is less and less likely. The industry is facing such a slow rate of discovery because the empirical development of new active solids by a trial and error process from a few selected samples remains highly speculative. As well as the low rate of investigation, this research strategy based on exhaustive studies and complete understanding is very time consuming. After decades of very intensive efforts, new and major breakthroughs based on experience and common knowledge cannot be expected in most research areas dealing with bulk chemistry. Therefore new research strategies must be developed to produce breakthroughs and a paradigm shift in chemical research to revitalize innovation.
KeywordsSearch Space Hybrid Algorithm Heterogeneous Catalysis Oxidative Dehydrogenation Vanadium Content
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