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 …

Challenges and opportunities for innovation in bioinformed sustainable materials

D Stuart-Fox, L Ng, L Barner, ATD Bennett… - Communications …, 2023 - nature.com
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 …

Mapping biomaterial complexity by machine learning

E Ahmed, P Mulay, C Ramirez… - … Engineering Part A, 2024 - liebertpub.com
Biomaterials often have subtle properties that ultimately drive their bespoke performance.
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 …

Bio-informed materials: three guiding principles for innovation informed by biology

D Stuart-Fox, L Ng, MA Elgar, K Hölttä-Otto… - Nature Reviews …, 2023 - nature.com
Nature provides an endless source of inspiration for advanced materials, fuelled by
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

S Frølich, JC Weaver, MN Dean… - Advanced Engineering …, 2017 - Wiley Online Library
Nature produces a multitude of composite materials with intricate architectures that in many
instances far exceed the performance of their modern engineering analogs. Despite …

An automated biomateriomics platform for sustainable programmable materials discovery

NA Lee, SC Shen, MJ Buehler - Matter, 2022 - cell.com
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 …

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 …

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 …

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 …