scholarly journals Autonomous materials synthesis via hierarchical active learning of nonequilibrium phase diagrams

2021 ◽  
Vol 7 (51) ◽  
Author(s):  
Sebastian Ament ◽  
Maximilian Amsler ◽  
Duncan R. Sutherland ◽  
Ming-Chiang Chang ◽  
Dan Guevarra ◽  
...  
Keyword(s):  
Active Learning ◽  
Phase Diagrams ◽  
Materials Synthesis ◽  
Nonequilibrium Phase

scholarly journals Determining Multi‐Component Phase Diagrams with Desired Characteristics Using Active Learning

2020 ◽  
pp. 2003165
Author(s):  
Yuan Tian ◽  
Ruihao Yuan ◽  
Dezhen Xue ◽  
Yumei Zhou ◽  
Yunfan Wang ◽  
...  
Keyword(s):  
Active Learning ◽  
Phase Diagrams ◽  
Component Phase

scholarly journals Nonequilibrium phase diagrams for actomyosin networks

Soft Matter ◽  
2018 ◽  
Vol 14 (37) ◽  
pp. 7740-7747 ◽  
Author(s):  
Simon L. Freedman ◽  
Glen M. Hocky ◽  
Shiladitya Banerjee ◽  
Aaron R. Dinner
Keyword(s):  
Phase Diagrams ◽  
Nonequilibrium Phase ◽  
Network Scale ◽  
Scale Properties ◽  
Actomyosin Cytoskeleton

Simulations reveal diverse structural phases of the actomyosin cytoskeleton and their implications for network-scale properties.

Analyzing Photoinduced Phase Transitions in an Organic Salt Using Floquet Theory

2021 ◽  
Vol 1 ◽  
Keyword(s):  
Phase Transitions ◽  
Phase Diagrams ◽  
Topological Insulator ◽  
Floquet Theory ◽  
Polarized Light ◽  
Organic Salt ◽  
Nonequilibrium Phase ◽  
Elliptically Polarized Light ◽  
Elliptically Polarized

Rich nonequilibrium phase diagrams, including photoinduced topological insulator phases, were theoretically predicted for an organic salt α-(BEDT-TTF)2I3 when irradiated by elliptically polarized light.

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