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Machine Learning in Chemistry
Recent advances in machine learning or artificial intelligence for vision and natural language processing that have enabled the development of new technologies such as personal assistants or self-driving cars have brought machine learning and artificial intelligence to the forefront of popular culture. The accumulation of these algorithmic advances along with the increasing availability of large data sets and readily available high performance computing has played an important role in bringing machine learning applications to such a wide range of disciplines. Given the emphasis in the chemical sciences on the relationship between structure and function, whether in biochemistry or in materials chemistry, adoption of machine learning by chemistsderivations where they are important
Current Catalog
First multi-year cumulation covers six years: 1965-70.
Academia and Industrial Pilot Plant Operations and Safety
This symposium series volume was developed in order to share papers presented at the 245th ACS National Meeting on the topic of pilot plants. The Industrial and Chemical Engineering, Applied Chemical Technology Subdivision hosted a one-day symposium for industry and academic researchers to present and share their work and best practices on operations and safety in pilot plant environments. Designing and building "pilot plants" can be a big challenge, and this volume outlines the proper operations needed to run a plant safely, in both academic and industrial environments. The book addresses issues like chemical separation, chemical reactions, waste generation, process controls, and spatial co...
Catalog of Copyright Entries. Third Series
Includes Part 1, Number 2: Books and Pamphlets, Including Serials and Contributions to Periodicals July - December)
Ultrasonic Destruction of Surfactants
This research focused on the use of sonication to destroy surfactants and surface tension properties in industrial wastewaters that affect traditional water treatment processes. We have investigated the sonochemical destruction of surfactants and a chelating agent to understand the release of metals from surfactants during sonication. In addition, the effects of physical properties of surfactants and the effect of ultrasonic frequency were investigated to gain an understanding of the factors affecting degradation. Successful partial or total destruction of surfactants resulting in the release of metals bound to surfactants may result in a significant cost savings of treatment plants.
