Chemical reaction networks and opportunities for machine learning
Chemical reaction networks (CRNs), defined by sets of species and possible reactions
between them, are widely used to interrogate chemical systems. To capture increasingly …
between them, are widely used to interrogate chemical systems. To capture increasingly …
Self-reproducing catalytic micelles as nanoscopic protocell precursors
Protocells at life's origin are often conceived as bilayer-enclosed precursors of life, whose
self-reproduction rests on the early advent of replicating catalytic biopolymers. This …
self-reproduction rests on the early advent of replicating catalytic biopolymers. This …
Interlinking spatial dimensions and kinetic processes in dissipative materials to create synthetic systems with lifelike functionality
OE Shklyaev, AC Balazs - Nature Nanotechnology, 2024 - nature.com
Biological systems spontaneously convert energy input into the actions necessary to survive.
Motivated by the efficacy of these processes, researchers aim to forge materials systems that …
Motivated by the efficacy of these processes, researchers aim to forge materials systems that …
Multi-agent systems and complex networks: Review and applications in systems engineering
Systems engineering is an ubiquitous discipline of Engineering overlapping industrial,
chemical, mechanical, manufacturing, control, software, electrical, and civil engineering. It …
chemical, mechanical, manufacturing, control, software, electrical, and civil engineering. It …
Exploring Emergent Properties in Enzymatic Reaction Networks: Design and Control of Dynamic Functional Systems
The intricate and complex features of enzymatic reaction networks (ERNs) play a key role in
the emergence and sustenance of life. Constructing such networks in vitro enables stepwise …
the emergence and sustenance of life. Constructing such networks in vitro enables stepwise …
pH-feedback systems to program autonomous self-assembly and material lifecycles
pH-responsive systems have gained importance for the development of smart materials and
for biomedical applications because they can switch between different states by simple …
for biomedical applications because they can switch between different states by simple …
The sugar cube: Network control and emergence in stereoediting reactions
Stereochemical editing strategies have recently enabled the transformation of readily
accessible substrates into rare and valuable products. Typically, site selectivity is achieved …
accessible substrates into rare and valuable products. Typically, site selectivity is achieved …
Perpetuating enzymatically induced spatiotemporal pH and catalytic heterogeneity of a hydrogel by nanoparticles
The attainment of spatiotemporally inhomogeneous chemical and physical properties within
a system is gaining attention across disciplines due to the resemblance to environmental …
a system is gaining attention across disciplines due to the resemblance to environmental …
Homeostasis as inspiration—Toward interactive materials
MM Lerch, A Grinthal, J Aizenberg - Advanced Materials, 2020 - Wiley Online Library
Homeostatic systems combine an ability to maintain integrity over time with an incredible
capacity for interactive behavior. Fundamental to such systems are building blocks of “mini …
capacity for interactive behavior. Fundamental to such systems are building blocks of “mini …
A Bayesian approach to extracting kinetic information from artificial enzymatic networks
MG Baltussen, J van de Wiel… - Analytical …, 2022 - ACS Publications
In order to create artificial enzymatic networks capable of increasingly complex behavior, an
improved methodology in understanding and controlling the kinetics of these networks is …
improved methodology in understanding and controlling the kinetics of these networks is …