The rise of self-driving labs in chemical and materials sciences
M Abolhasani, E Kumacheva - Nature Synthesis, 2023 - nature.com
Accelerating the discovery of new molecules and materials, as well as developing green
and sustainable ways to synthesize them, will help to address global challenges in energy …
and sustainable ways to synthesize them, will help to address global challenges in energy …
Autonomous chemical experiments: Challenges and perspectives on establishing a self-driving lab
Conspectus We must accelerate the pace at which we make technological advancements to
address climate change and disease risks worldwide. This swifter pace of discovery requires …
address climate change and disease risks worldwide. This swifter pace of discovery requires …
An artificial intelligence enabled chemical synthesis robot for exploration and optimization of nanomaterials
We present an autonomous chemical synthesis robot for the exploration, discovery, and
optimization of nanostructures driven by real-time spectroscopic feedback, theory, and …
optimization of nanostructures driven by real-time spectroscopic feedback, theory, and …
AlphaFlow: autonomous discovery and optimization of multi-step chemistry using a self-driven fluidic lab guided by reinforcement learning
Closed-loop, autonomous experimentation enables accelerated and material-efficient
exploration of large reaction spaces without the need for user intervention. However …
exploration of large reaction spaces without the need for user intervention. However …
Self-driving laboratories for chemistry and materials science
Self-driving laboratories (SDLs) promise an accelerated application of the scientific method.
Through the automation of experimental workflows, along with autonomous experimental …
Through the automation of experimental workflows, along with autonomous experimental …
Design, characterization and applications of nanocolloidal hydrogels
SM Morozova, A Gevorkian… - Chemical Society Reviews, 2023 - pubs.rsc.org
Nanocolloidal gels (NCGs) are an emerging class of soft matter, in which nanoparticles act
as building blocks of the colloidal network. Chemical or physical crosslinking enables NCG …
as building blocks of the colloidal network. Chemical or physical crosslinking enables NCG …
Toward autonomous laboratories: Convergence of artificial intelligence and experimental automation
The ever-increasing demand for novel materials with superior properties inspires retrofitting
traditional research paradigms in the era of artificial intelligence and automation. An …
traditional research paradigms in the era of artificial intelligence and automation. An …
Revolutionizing drug formulation development: the increasing impact of machine learning
Over the past few years, the adoption of machine learning (ML) techniques has rapidly
expanded across many fields of research including formulation science. At the same time …
expanded across many fields of research including formulation science. At the same time …
Intelligent control of nanoparticle synthesis on microfluidic chips with machine learning
X Chen, H Lv - NPG Asia Materials, 2022 - nature.com
Nanoparticles play irreplaceable roles in optoelectronic sensing, medical therapy, material
science, and chemistry due to their unique properties. There are many synthetic pathways …
science, and chemistry due to their unique properties. There are many synthetic pathways …
Trends in droplet microfluidics: From droplet generation to biomedical applications
Over the past decade, droplet microfluidics has attracted growing interest in biology,
medicine, and engineering. In this feature article, we review the advances in droplet …
medicine, and engineering. In this feature article, we review the advances in droplet …