Learning from nature by leveraging integrative biomateriomics modeling toward adaptive and functional materials
SE Arevalo, MJ Buehler - MRS Bulletin, 2023 - Springer
Biological systems generate a wealth of materials, and their design principles inspire and
inform scientists from a broad range of fields. Nature often adapts hierarchical multilevel …
inform scientists from a broad range of fields. Nature often adapts hierarchical multilevel …
Challenges and opportunities for innovation in bioinformed sustainable materials
Nature provides a rich source of information for the design of novel materials; yet there
remain significant challenges in the design and manufacture of materials that replicate the …
remain significant challenges in the design and manufacture of materials that replicate the …
Mapping biomaterial complexity by machine learning
Biomaterials often have subtle properties that ultimately drive their bespoke performance.
Given this nuanced structure–function behavior, the standard scientific approach of one …
Given this nuanced structure–function behavior, the standard scientific approach of one …
Machine learning and data science in materials design: a themed collection
A Ferguson, J Hachmann - Molecular Systems Design & Engineering, 2018 - pubs.rsc.org
Guest Editors Andrew Ferguson and Johannes Hachmann introduce this themed collection
of papers showcasing the latest research leveraging data science and machine learning …
of papers showcasing the latest research leveraging data science and machine learning …
Bio-informed materials: three guiding principles for innovation informed by biology
Nature provides an endless source of inspiration for advanced materials, fuelled by
evolutionary innovations over many millions of years. Capitalizing on this wealth of …
evolutionary innovations over many millions of years. Capitalizing on this wealth of …
Uncovering nature's design strategies through parametric modeling, Multi‐Material 3D printing, and mechanical testing
Nature produces a multitude of composite materials with intricate architectures that in many
instances far exceed the performance of their modern engineering analogs. Despite …
instances far exceed the performance of their modern engineering analogs. Despite …
An automated biomateriomics platform for sustainable programmable materials discovery
Recently, the potential to create functional materials from various forms of organic matter has
received increased interest due to its potential to address environmental concerns …
received increased interest due to its potential to address environmental concerns …
Multifunctional integration: from biological to bio-inspired materials
K Liu, L Jiang - ACS nano, 2011 - ACS Publications
Nature is a school for human beings. Learning from nature has long been a source of
bioinspiration for scientists and engineers. Multiscale structures are characteristic for …
bioinspiration for scientists and engineers. Multiscale structures are characteristic for …
Engineered Materials: Bioinspired “Good Enough” versus Maximized Performance
RW van Nieuwenhoven, M Drack… - Advanced Functional …, 2023 - Wiley Online Library
Utilizing various materials is fundamental for the production of physical objects. However,
processing raw materials during production often leads to complex transformations that …
processing raw materials during production often leads to complex transformations that …
Materials by design—A perspective from atoms to structures
MJ Buehler - MRS bulletin, 2013 - cambridge.org
Biological materials are effectively synthesized, controlled, and used for a variety of
purposes in Nature—in spite of limitations in energy, quality, and quantity of their building …
purposes in Nature—in spite of limitations in energy, quality, and quantity of their building …