Emerging capabilities for the high-throughput characterization of structural materials
Structural materials have lagged behind other classes in the use of combinatorial and high-
throughput (CHT) methods for rapid screening and alloy development. The dual …
throughput (CHT) methods for rapid screening and alloy development. The dual …
Autonomous materials discovery and manufacturing (AMDM): A review and perspectives
STS Bukkapatnam - IISE Transactions, 2023 - Taylor & Francis
This article presents an overview of the emerging themes in Autonomous Materials
Discovery and Manufacturing (AMDM). This interdisciplinary field is garnering a growing …
Discovery and Manufacturing (AMDM). This interdisciplinary field is garnering a growing …
High throughput structure–property relationship for additively manufactured 316L/IN625 alloy mixtures leveraging 2-step Bayesian estimation
While the fabrication of graded materials by directed energy deposition (DED) has led to
accelerated materials discovery, the ability to rapidly explore sufficiently large material …
accelerated materials discovery, the ability to rapidly explore sufficiently large material …
Evaluation of Ti–Mn alloys for additive manufacturing using high-throughput experimental assays and gaussian process regression
Compositionally graded cylinders of Ti–Mn alloys were produced using the Laser
Engineered Net Sha** (LENS™) technique, with Mn content varying from 0 to 12 wt …
Engineered Net Sha** (LENS™) technique, with Mn content varying from 0 to 12 wt …
Evaluation of the influence of B and Nb microalloying on the microstructure and strength of 18% Ni maraging steels (C350) using hardness, spherical indentation and …
Microalloyed steels with very small amounts of B and/or Nb are expected to enhance their
mechanical properties. In the present work, we have designed and conducted experimental …
mechanical properties. In the present work, we have designed and conducted experimental …
Multiresolution investigations of thermally aged steels using spherical indentation stress-strain protocols and image analysis
In recent work, our research group has developed and demonstrated novel multi-resolution
protocols capable of extracting indentation stress-strain (ISS) curves from tests on individual …
protocols capable of extracting indentation stress-strain (ISS) curves from tests on individual …
Critical comparison of spherical microindentation, small punch test, and uniaxial tensile testing for selective laser melted Inconel 718
Standardized mechanical tests have become one of the central bottlenecks in the efficient
and cost-effective exploration of the process space in advanced manufacturing processes …
and cost-effective exploration of the process space in advanced manufacturing processes …
Microstructure quantification and multiresolution mechanical characterization of Ti-based bulk metallic glass-matrix composites
This study explores the benefits of utilizing recently developed protocols for microstructure
quantification and the multiresolution mechanical characterization of Ti-based bulk metallic …
quantification and the multiresolution mechanical characterization of Ti-based bulk metallic …
Microstructural black swans
BL Boyce - IOP conference series: materials science and …, 2022 - iopscience.iop.org
Black swans are a metaphor for rare events with extreme consequences. In the domain of
structural materials, black swans represent features in the microstructure that lead to …
structural materials, black swans represent features in the microstructure that lead to …
Feature Engineering for Microstructure–Property Map** in Organic Photovoltaics
Linking the highly complex morphology of organic photovoltaic (OPV) thin films to their
charge transport properties is critical for achieving high performance material systems that …
charge transport properties is critical for achieving high performance material systems that …