Toward autonomous design and synthesis of novel inorganic materials
Autonomous experimentation driven by artificial intelligence (AI) provides an exciting
opportunity to revolutionize inorganic materials discovery and development. Herein, we …
opportunity to revolutionize inorganic materials discovery and development. Herein, we …
Combinatorial synthesis for AI-driven materials discovery
Combinatorial synthesis of solid-state materials comprises the use of automation or
parallelization to systematically vary synthesis parameters. This approach to materials …
parallelization to systematically vary synthesis parameters. This approach to materials …
Progress and prospects for accelerating materials science with automated and autonomous workflows
Accelerating materials research by integrating automation with artificial intelligence is
increasingly recognized as a grand scientific challenge to discover and develop materials …
increasingly recognized as a grand scientific challenge to discover and develop materials …
Autonomous materials synthesis via hierarchical active learning of nonequilibrium phase diagrams
Autonomous experimentation enabled by artificial intelligence offers a new paradigm for
accelerating scientific discovery. Nonequilibrium materials synthesis is emblematic of …
accelerating scientific discovery. Nonequilibrium materials synthesis is emblematic of …
Thin-film processing routes for combinatorial materials investigations—a review
PJ McGinn - ACS Combinatorial Science, 2019 - ACS Publications
High-throughput combinatorial investigations are transforming materials discovery, phase
diagram development, and processing optimization. Thin-film deposition techniques are …
diagram development, and processing optimization. Thin-film deposition techniques are …
Block copolymer self-assembly directed hierarchically structured materials from nonequilibrium transient laser heating
We highlight two recent approaches operating far from equilibrium for the synthesis of
hierarchical porous thin film materials by coupling block copolymer-directed self-assembly …
hierarchical porous thin film materials by coupling block copolymer-directed self-assembly …
Macroscopic alignment of block copolymers on silicon substrates by laser annealing
Laser annealing is a competitive alternative to conventional oven annealing of block
copolymer (BCP) thin films enabling rapid acceleration and precise spatial control of the self …
copolymer (BCP) thin films enabling rapid acceleration and precise spatial control of the self …
Ultrafast self-assembly of sub-10 nm block copolymer nanostructures by solvent-free high-temperature laser annealing
Laser spike annealing was applied to PS-b-PDMS diblock copolymers to induce short-time
(millisecond time scale), high-temperature (300 to 700° C) microphase segregation and …
(millisecond time scale), high-temperature (300 to 700° C) microphase segregation and …
Laser writing of electronic circuitry in thin film molybdenum disulfide: A transformative manufacturing approach
Electronic circuits, the backbone of modern electronic devices, require precise integration of
conducting, insulating, and semiconducting materials in two-and three-dimensional space to …
conducting, insulating, and semiconducting materials in two-and three-dimensional space to …
[HTML][HTML] Initial nucleation of metastable γ-Ga2O3 during sub-millisecond thermal anneals of amorphous Ga2O3
Beta-phase gallium oxide ( β-Ga 2 O 3) is a promising semiconductor for high frequency,
high temperature, and high voltage applications. In addition to the β-phase, numerous other …
high temperature, and high voltage applications. In addition to the β-phase, numerous other …