Dylan J. Kirsch
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View article: Real-time experiment-theory closed-loop interaction for autonomous materials science
Real-time experiment-theory closed-loop interaction for autonomous materials science Open
Iterative cycles of theoretical prediction and experimental validation are the cornerstone of the modern scientific method. However, the proverbial “closing of the loop” in experiment-theory cycles in practice is usually ad hoc and often i…
View article: Real-time experiment-theory closed-loop interaction for autonomous materials science
Real-time experiment-theory closed-loop interaction for autonomous materials science Open
Iterative cycles of theoretical prediction and experimental validation are the cornerstone of the modern scientific method. However, the proverbial "closing of the loop" in experiment-theory cycles in practice are usually ad hoc, often inh…
View article: Active Learning for Rapid Targeted Synthesis of Compositionally Complex Alloys
Active Learning for Rapid Targeted Synthesis of Compositionally Complex Alloys Open
The next generation of advanced materials is tending toward increasingly complex compositions. Synthesizing precise composition is time-consuming and becomes exponentially demanding with increasing compositional complexity. An experienced …
View article: Superconducting phase diagram in Bi$_x$Ni$_{1-x}$ thin films$\colon$ the effects of Bi stoichiometry on superconductivity
Superconducting phase diagram in Bi$_x$Ni$_{1-x}$ thin films$\colon$ the effects of Bi stoichiometry on superconductivity Open
The Bi${-}$Ni binary system has been of interest due to possible unconventional superconductivity aroused therein, such as time-reversal symmetry breaking in Bi/Ni bilayers or the coexistence of superconductivity and ferromagnetism in Bi$_…
View article: A Case Study of Multimodal, Multi-institutional Data Management for the Combinatorial Materials Science Community
A Case Study of Multimodal, Multi-institutional Data Management for the Combinatorial Materials Science Community Open
View article: High-throughput printing of combinatorial materials from aerosols
High-throughput printing of combinatorial materials from aerosols Open
The development of new materials and their compositional and microstructural optimization are essential in regard to next-generation technologies such as clean energy and environmental sustainability. However, materials discovery and optim…
View article: Scalable and Sustainable Approach toward Highly Compressible, Anisotropic, Lamellar Carbon Sponge
Scalable and Sustainable Approach toward Highly Compressible, Anisotropic, Lamellar Carbon Sponge Open