Past models have incorporated such information, but the new model could employ
modern computational capabilities, including machine learning techniques, to harness and learn from diverse data.
In addition, the understanding from the
extensive computational capabilities in this area, coupled to the extensive experimental and characterization capabilities, can rapidly accelerate the optimization of materials for this application.
These include fundamental climate research, improved observations and modeling,
increased computational capability, and very importantly, education of the next generation of climate scientists.
Past models have incorporated such information, but the new model could employ
modern computational capabilities, including machine learning techniques, to harness and learn from diverse data.
Throughout its life, the USGCRP has created and maintained a mix of atmospheric, oceanic, land, and space - based observing systems; gained new theoretical knowledge of Earth System processes; advanced understanding of the complexity of the Earth System through predictive modeling; promoted advances
in computational capabilities, data management, and information sharing; and developed and harnessed an expert scientific workforce.
Caltech biologists work to reveal nature's mechanisms — how tens of thousands of components act in concert in cells, how organisms grow from single cells, how the brain maintains its consciousness, emotions, and
superb computational capabilities, and what happens when any of those processes goes awry.
The intention is to keep life scientists on track with
sufficient computational capability to utilize the ever increasing volumes of data coming out of sequencers without distracting them from their research.
In August 2008, the team got an unlikely boost in
its computational capabilities in the form of 17 year old high school student Heiko Burau.
Accurate description of ground state and excited state will enhance the level of confidence of the other types of
computational capabilities, and also assist in improving robustness of interpretation of experimental results.
But this completely misses the deeper significance of this great American migration, which lies not in
the computational capabilities of the pioneers but in their determination, courage, ingenuity, and faith as they overcame extreme conditions and their almost constant miscalculations.