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Title: Neural network applications in an Environmental and Molecular Sciences Laboratory

The construction of the Environmental and Molecular Sciences Laboratory (EMSL) at the Pacific Northwest Laboratory is currently in the planning stages. This facility will assist in the overall environmental restoration and waste management mission at the Hanford Site by providing basic and applied research support. This paper identifies several applications in the Envirorunental and Molecular Sciences Laboratory where neural network solutions can potentially be beneficial. These applications including real-time sensor data acquisition and analysis, spectral analysis, process control, theoretical modeling, and data compression.
Authors:
; ;
Publication Date:
OSTI Identifier:
10177666
Report Number(s):
PNL-SA--21767; CONF-930741--5
ON: DE93018794
DOE Contract Number:
FG06-89ER75522; AC06-76RL01830
Resource Type:
Conference
Resource Relation:
Conference: World congress on neural networks,Portland, OR (United States),11-15 Jul 1993; Other Information: PBD: Jul 1993
Research Org:
Pacific Northwest Lab., Richland, WA (United States)
Sponsoring Org:
USDOE, Washington, DC (United States)
Country of Publication:
United States
Language:
English
Subject:
42 ENGINEERING; 37 INORGANIC, ORGANIC, PHYSICAL AND ANALYTICAL CHEMISTRY; 11 NUCLEAR FUEL CYCLE AND FUEL MATERIALS; HANFORD RESERVATION; LABORATORIES; CONSTRUCTION; ENVIRONMENTAL MATERIALS; CHEMICAL ANALYSIS; REMEDIAL ACTION; ENVIRONMENT 420200; 400000; 054000; FACILITIES, EQUIPMENT, AND TECHNIQUES; CHEMISTRY; HEALTH AND SAFETY