The design of advanced materials relies on experiment, modeling and theory. Strategies not only have to optimize the desired product but have to develop a safe and sustainable synthesis process and assess environmental fate and recycling options for the product and its "afterlife."
At any of these design stages and evaluation steps, chemical and material data are critical. Targeted search using CurlySMILES and property estimation by accessing ThermoML Archive data can be efficient in resourcing the needed information. The integration of these and other methods and their implementation in innovative algorithms and open-source platforms is not just an idea but interfaces researchers and engineers with immediate results.
I like to share ideas and progress in chemical knowledge combined with open-access archives and open-source software.