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Progress in surface science and in computer methods has resulted in a change from bench-scale laboratory tests to fundamental studies and large scale pilot operation.
The iterative use of structural information and various computational methods has resulted not only in designing more potent enzyme inhibitors but also in optimizing physicochemical properties and antibacterial activity.
Understanding the effect of complex nitrogen sources in the media using statistical methods has resulted in 70.43 g/L pullulan production which is higher as compared to earlier published reports.
The sequencing of the human genome and the development of new genomic methods has resulted in an explosion in our understanding of the molecular basis of disease, and a consequent explosion in the complexity of molecular diagnostic tests.
Of particular interest are those papers that show how the application of heuristic methods has resulted in measurable benefits such as cost reduction or revenue increase.
Scaling up the conventional methods has resulted in several amendments to these fundamental techniques, including parallel BUG [4], hybrid BUG and TDS [5], and two-phase TDS [6].
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New processing methods have resulted in organic dairy ingredients and even infant formula made from goat milk.
Current treatment methods have resulted in better outcomes of these disorders, which in the past were uniformly fatal.
Rebutting criticism from a human rights group, Qiao Zonghuai, China's ambassador to the United Nations in Geneva, said that stronger laws, more training for the judiciary and improved investigating methods had resulted in fewer torture cases in recent years.
The modeling capabilities of the ML-based methods have resulted in their extensive applications in science and engineering.
As the chapter develops, it becomes clear that deep learning methods have resulted in huge progress in recent years.
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