Novel sensors, materials and information technologies are making R&D more effective, integrating lab data with chemical databases and academic literature, and quickening the pace of innovation cycles.
“The business case for cheminformatics is based on assay-specific improvements in data acquisition, aggregation and analysis. Just as in the adage, ‘six weeks in the lab can save you an afternoon in the library,’ the growth of open science tools and data offers the biggest opportunity for advances, but challenging cultural changes must come first,” said Mark Bunger, Lux Research VP and lead author of the report.
Lux Research analysts evaluated the impact of big data and analytics on chemical research and commercialisation. As per the findings, smaller, cheaper and better sensors are a driving force. In chemical research, room-sized instruments now fit a benchtop and benchtop tools fit a factory worker’s hand, allowing one researcher to do the work of a dozen. Further efficiencies come from cheap satellites and drones that gather data about chemicals in the environment.
“Every step of the workflow is amenable to automation but design of experiments (DOE) is critical. With a single experimental run costing up to tens of thousands of dollars in time and materials, avoiding even a few worthless ones can justify the cost of automating the DOE process,” said Lux Research in the report.
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