Hierarchical materials from high information content macromolecular building blocks: construction, dynamic interventions, and prediction
Hierarchical materials that exhibit order over multiple length scales are ubiquitous in nature.
Because hierarchy gives rise to unique properties and functions, many have sought …
Because hierarchy gives rise to unique properties and functions, many have sought …
Computational design and manufacturing of sustainable materials through first-principles and materiomics
Engineered materials are ubiquitous throughout society and are critical to the development
of modern technology, yet many current material systems are inexorably tied to widespread …
of modern technology, yet many current material systems are inexorably tied to widespread …
Generative design of de novo proteins based on secondary-structure constraints using an attention-based diffusion model
We report two generative deep-learning models that predict amino acid sequences and 3D
protein structures on the basis of secondary-structure design objectives via either the overall …
protein structures on the basis of secondary-structure design objectives via either the overall …
MeLM, a generative pretrained language modeling framework that solves forward and inverse mechanics problems
MJ Buehler - Journal of the Mechanics and Physics of Solids, 2023 - Elsevier
We report a flexible multi-modal mechanics language model, MeLM, applied to solve
various nonlinear forward and inverse problems, that can deal with a set of instructions …
various nonlinear forward and inverse problems, that can deal with a set of instructions …
Functionalized silk fibroin nanofibers as drug carriers: Advantages and challenges
Electrospinning is well thought of as the most potent nanofiber producing technique, which
is applicable in biomedical fields. The generation of electrospun nanofibers as drug carriers …
is applicable in biomedical fields. The generation of electrospun nanofibers as drug carriers …
Modeling and design of heterogeneous hierarchical bioinspired spider web structures using deep learning and additive manufacturing
Spider webs are incredible biological structures, comprising thin but strong silk filament and
arranged into complex hierarchical architectures with striking mechanical properties (eg …
arranged into complex hierarchical architectures with striking mechanical properties (eg …
MechGPT, a Language-Based Strategy for Mechanics and Materials Modeling That Connects Knowledge Across Scales, Disciplines, and Modalities
MJ Buehler - Applied Mechanics Reviews, 2024 - asmedigitalcollection.asme.org
For centuries, researchers have sought out ways to connect disparate areas of knowledge.
While early scholars (Galileo, da Vinci, etc.) were experts across fields, specialization took …
While early scholars (Galileo, da Vinci, etc.) were experts across fields, specialization took …
Recent progress in materials chemistry to advance flexible bioelectronics in medicine
Designing bioelectronic devices that seamlessly integrate with the human body is a
technological pursuit of great importance. Bioelectronic medical devices that reliably and …
technological pursuit of great importance. Bioelectronic medical devices that reliably and …
ForceGen: End-to-end de novo protein generation based on nonlinear mechanical unfolding responses using a language diffusion model
Through evolution, nature has presented a set of remarkable protein materials, including
elastins, silks, keratins and collagens with superior mechanical performances that play …
elastins, silks, keratins and collagens with superior mechanical performances that play …