Universal self-driving laboratory for accelerated discovery of materials and molecules
Sign Up to like & getrecommendations! Published in 2021 at "Chem"
DOI: 10.1016/j.chempr.2021.09.004
Abstract: Self-driving laboratories are quickly growing in capability, making research in the exploration of advanced functional materials and molecules on the edge of a new era of productivity. As researchers near the widespread adoption of these… read more here.
Keywords: materials molecules; self driving; accelerated discovery; universal self ... See more keywords
Active Learning Accelerated Discovery of Stable Iridium Oxide Polymorphs for the Oxygen Evolution Reaction
Sign Up to like & getrecommendations! Published in 2020 at "Chemistry of Materials"
DOI: 10.1021/acs.chemmater.0c01894
Abstract: The discovery of high-performing and stable materials for sustainable energy applications is a pressing goal in catalysis and materials science. Understanding the relationship between a material’s ... read more here.
Keywords: active learning; iridium oxide; accelerated discovery; learning accelerated ... See more keywords
Toward accelerated discovery of solid catalysts using extrapolative machine learning approach
Sign Up to like & getrecommendations! Published in 2024 at "Chemistry Letters"
DOI: 10.1093/chemle/upae163
Abstract: Designing novel catalysts is pivotal for overcoming numerous energy and environmental challenges. Although data science approaches, particularly machine learning (ML) approaches, hold promise for accelerating catalyst development, discovering truly novel catalysts through ML remains rare.… read more here.
Keywords: toward accelerated; solid catalysts; approach; machine learning ... See more keywords
Accelerated discovery and miniaturization of novel single-stranded cytidine deaminases
Sign Up to like & getrecommendations! Published in 2024 at "Nucleic Acids Research"
DOI: 10.1093/nar/gkae800
Abstract: Abstract Cytidine base editors (CBEs) hold significant potential in genetic disease treatment and in breeding superior traits into animals. However, their large protein sizes limit their delivery by adeno-associated virus (AAV), given its packing capacity… read more here.
Keywords: editing efficiency; miniaturization; cytidine; accelerated discovery ... See more keywords
Accelerated discovery of new magnets in the Heusler alloy family
Sign Up to like & getrecommendations! Published in 2017 at "Science Advances"
DOI: 10.1126/sciadv.1602241
Abstract: Advanced computer simulations and database access enable the design of novel magnetic materials at an unprecedented speed. Magnetic materials underpin modern technologies, ranging from data storage to energy conversion to contactless sensing. However, the development… read more here.
Keywords: new magnets; magnetic materials; novel magnetic; design novel ... See more keywords
Accelerated Discovery of Halide Perovskite Materials via Computational Methods: A Review
Sign Up to like & getrecommendations! Published in 2024 at "Nanomaterials"
DOI: 10.3390/nano14131167
Abstract: Halide perovskites have gained considerable attention in materials science due to their exceptional optoelectronic properties, including high absorption coefficients, excellent charge-carrier mobilities, and tunable band gaps, which make them highly promising for applications in photovoltaics,… read more here.
Keywords: computational methods; review; halide perovskite; perovskite materials ... See more keywords