Material Science Section by Jake Smith https://padlet.com/jakesmith13/msr_symposium Materials from captured carbon and AI/ML approaches for their development. en-us 2021-10-20 21:02:53 UTC 2023-01-22 14:01:20 UTC hello@padlet.com jakesmith13 https://padlet.com/jakesmith13/msr_symposium/wish/1831647477 to add a post, click on the + sign at the top of the column.
Once you add a post you can hover over it to edit or modify the post color.  You can also use the tool bar below to add links, upload images, etc.

If you see a post you like, you can hit the heart (like button) You can also add comments to build on ideas that have been posted by others.
]]> 2021-10-20 21:02:53 UTC https://padlet.com/jakesmith13/msr_symposium/wish/1831647477 jakesmith13 https://padlet.com/jakesmith13/msr_symposium/wish/1832124487 Materials from captured carbon
• A large portions of the materials we use everyday are produced from fossil fuel feedstocks.
• This status quo both encourages further carbon extraction and presents a potential risk of unstable feedstock pricing when the energy market moves to fossil fuel alternatives.
• Novel materials produced from non-petroleum feedstocks are therefore a key component of a carbon neutral future.

AI/ML approaches for materials development
• Materials discovery is traditionally reliant on relatively inefficient rational design and manual screening processes.
• Laboratory automation has made large scale screening of potential materials practical.
• Modern AI/ML techniques have the potential to layer on top of the laboratory automation layer, allowing for more rapid screening cycles and more efficient convergence to optimal properties.]]> 2021-10-21 01:34:58 UTC https://padlet.com/jakesmith13/msr_symposium/wish/1832124487 Plastics depolymerizable to monomers jakesmith13 https://padlet.com/jakesmith13/msr_symposium/wish/1832139271 Plastics designed from the ground up to depolymerize back into useful monomers would decrease demand for petrochemical carbon and increase the efficiency of plastics recycling.]]> 2021-10-21 01:41:10 UTC https://padlet.com/jakesmith13/msr_symposium/wish/1832139271 Green Concrete eroumeli https://padlet.com/jakesmith13/msr_symposium/wish/1833982377 Incorporating biomass (including microorganisms, gen. modified or not) in concrete to reduce the amount of cement used.]]> 2021-10-21 15:44:56 UTC https://padlet.com/jakesmith13/msr_symposium/wish/1833982377 Biomass-based materials eroumeli https://padlet.com/jakesmith13/msr_symposium/wish/1834131904 Using biomass for high added-value products (polymers, biocompoistes).
Biochar and Biocarbons]]> 2021-10-21 16:36:07 UTC https://padlet.com/jakesmith13/msr_symposium/wish/1834131904 Problems https://padlet.com/jakesmith13/msr_symposium/wish/1834133628 -structured data
-lots of data (quality data)
-lower computation costs
-benchmarking 
-integrated automation/pipelines]]> 2021-10-21 16:36:40 UTC https://padlet.com/jakesmith13/msr_symposium/wish/1834133628 Catalysts https://padlet.com/jakesmith13/msr_symposium/wish/1834136072 CO2 reduction and carbon carbon coupling
Homogeneous catalysts
Hetergenous catalysts ]]> 2021-10-21 16:37:31 UTC https://padlet.com/jakesmith13/msr_symposium/wish/1834136072 Carbon Sequestration in waste minerals jakesmith13 https://padlet.com/jakesmith13/msr_symposium/wish/1834140306 - e.g. slag, mine tailings, other alkaline minerals
- for incorporation into construction materials as e.g. fillers, aggregates]]> 2021-10-21 16:39:02 UTC https://padlet.com/jakesmith13/msr_symposium/wish/1834140306 Promises that it offers https://padlet.com/jakesmith13/msr_symposium/wish/1834152091 -speed up of discovery / faster to market
-transfer learning
-prediction of targeted properties
-materials property database (nano, meso, macro, bulk properties)
-ability to layer other (environmental impacts, synthesis, techno-econ, sourcing of local, regional, global resources and transport models)

]]> 2021-10-21 16:43:15 UTC https://padlet.com/jakesmith13/msr_symposium/wish/1834152091 MSR leverage voice to advocate more research funding / resources https://padlet.com/jakesmith13/msr_symposium/wish/1834175366 2021-10-21 16:51:53 UTC https://padlet.com/jakesmith13/msr_symposium/wish/1834175366 CO2 to advanced fuels https://padlet.com/jakesmith13/msr_symposium/wish/1834179235 2021-10-21 16:53:22 UTC https://padlet.com/jakesmith13/msr_symposium/wish/1834179235 Standardized Databases https://padlet.com/jakesmith13/msr_symposium/wish/1834187027 Data generation, organization, share, and collaborate with broad research community]]> 2021-10-21 16:56:28 UTC https://padlet.com/jakesmith13/msr_symposium/wish/1834187027 Better Carbon Capture Technologies https://padlet.com/jakesmith13/msr_symposium/wish/1834199701 Membranes/catalysis/MOFs that will reduce $/tonCO2]]> 2021-10-21 17:00:15 UTC https://padlet.com/jakesmith13/msr_symposium/wish/1834199701 Summits and meetings with stakeholders form different research fields eroumeli https://padlet.com/jakesmith13/msr_symposium/wish/1834208214 Meetings with stakeholders and leading researchers from different fields, that do not "meet" in conferences otherwise]]> 2021-10-21 17:03:41 UTC https://padlet.com/jakesmith13/msr_symposium/wish/1834208214