Coarse-Grained Artificial Intelligence for Design of Brush Networks

Forensics of polymer networks

(2023) Andrey V. Dobrynin et al.   NATURE MATERIALS

Brush Architecture and Network Elasticity: Path to the Design of Mechanically Diverse Elastomers

(2022) Mitchell Maw et al.   MACROMOLECULES

Independently Tuning Elastomer Softness and Firmness by Incorporating Side Chain Mixtures into Bottlebrush Network Strands

(2020) Andrew N. Keith et al.   MACROMOLECULES

Targeted sequence design within the coarse-grained polymer genome

(2020) Michael A. Webb et al.   Science Advances

Unsupervised machine learning in atomistic simulations, between predictions and understanding

(2019) Michele Ceriotti   JOURNAL OF CHEMICAL PHYSICS

Comb and Bottlebrush Graft Copolymers in a Melt

(2019) Heyi Liang et al.   MACROMOLECULES

Deep Learning in Chemistry

(2019) Adam C. Mater et al.   Journal of Chemical Information and Modeling

Architectural Code for Rubber Elasticity: From Supersoft to Superfirm Materials

(2019) Sergei S. Sheiko et al.   MACROMOLECULES

Data‐Driven Materials Science: Status, Challenges, and Perspectives

(2019) Lauri Himanen et al.   Advanced Science

Supersoft and Hyperelastic Polymer Networks with Brushlike Strands

(2018) Heyi Liang et al.   MACROMOLECULES

Chameleon-like elastomers with molecularly encoded strain-adaptive stiffening and coloration

(2018) Mohammad Vatankhah-Varnosfaderani et al.   SCIENCE

Machine learning in materials design and discovery: Examples from the present and suggestions for the future

(2018) J. E. Gubernatis et al.   PHYSICAL REVIEW MATERIALS

Combs and Bottlebrushes in a Melt

(2017) Heyi Liang et al.   MACROMOLECULES

Bottlebrush-Guided Polymer Crystallization Resulting in Supersoft and Reversibly Moldable Physical Networks

(2017) William F. M. Daniel et al.   MACROMOLECULES

Mimicking biological stress–strain behaviour with synthetic elastomers

(2017) Mohammad Vatankhah-Varnosfaderani et al.   NATURE

Bottlebrush Elastomers: A New Platform for Freestanding Electroactuation

(2016) Mohammad Vatankhah-Varnoosfaderani et al.   ADVANCED MATERIALS

Design of Graft Block Polymer Thermoplastics

(2016) Jiuyang Zhang et al.   MACROMOLECULES

Mimicking biological functionality with polymers for biomedical applications

(2016) Jordan J. Green et al.   NATURE

Machine-learning-assisted materials discovery using failed experiments

(2016) Paul Raccuglia et al.   NATURE

An elastic second skin

(2016) Betty Yu et al.   NATURE MATERIALS

Tough and Sustainable Graft Block Copolymer Thermoplastics

(2016) Jiuyang Zhang et al.   ACS Macro Letters

Structure, function, self-assembly, and applications of bottlebrush copolymers

(2015) Rafael Verduzco et al.   CHEMICAL SOCIETY REVIEWS

Computer Simulations of Bottle Brushes: From Melts to Soft Networks

(2015) Zhen Cao et al.   MACROMOLECULES

ABA Triblock Brush Polymers: Synthesis, Self-Assembly, Conductivity, and Rheological Properties

(2015) Christopher M. Bates et al.   MACROMOLECULES

Solvent-free, supersoft and superelastic bottlebrush melts and networks

(2015) William F. M. Daniel et al.   NATURE MATERIALS

Synthesis and Melt Self-Assembly of PS–PMMA–PLA Triblock Bottlebrush Copolymers

(2014) Justin Bolton et al.   MACROMOLECULES

Nonlinear Elasticity: From Single Chain to Networks and Gels

(2013) Jan-Michael Y. Carrillo et al.   MACROMOLECULES

Highly stretchable and tough hydrogels

(2012) Jeong-Yun Sun et al.   NATURE

Elastomeric biomaterials for tissue engineering

(2012) Qizhi Chen et al.   PROGRESS IN POLYMER SCIENCE

Molecular Bottlebrushes: New Opportunities in Nanomaterials Fabrication

(2012) Javid Rzayev   ACS Macro Letters

Well-defined graft copolymers: from controlled synthesis to multipurpose applications

(2010) Chun Feng et al.   CHEMICAL SOCIETY REVIEWS

Universality in Nonlinear Elasticity of Biological and Polymeric Networks and Gels

(2010) Andrey V. Dobrynin et al.   MACROMOLECULES

Designed biomaterials to mimic the mechanical properties of muscles

(2010) Shanshan Lv et al.   NATURE

Stimuli-responsive molecular brushes

(2009) Hyung-il Lee et al.   PROGRESS IN POLYMER SCIENCE

On the mechanisms of biocompatibility

(2008) David F. Williams   BIOMATERIALS