Works (10)
Updated: March 19th, 2024 05:02
2024 journal article
Performance metrics to unleash the power of self-driving labs in chemistry and materials science
NATURE COMMUNICATIONS, 15(1).
www.nature.com (publisher PDF)
Sources: Web Of Science, ORCID
Added: February 14, 2024
2023 article
Accelerated Multi-Stage Synthesis of Indium Phosphide Quantum Dots in Modular Flow Reactors
Epps, R. W., Delgado-Licona, F., Yang, H., Kim, T., Volk, A. A., Han, S., … Abolhasani, M. (2023, January 29). ADVANCED MATERIALS TECHNOLOGIES, Vol. 1.
author keywords: flexible synthesis; flow chemistry; indium phosphide quantum dots; modular flow reactors; multi-stage synthesis
Sources: Web Of Science, ORCID
Added: January 30, 2023
2023 journal article
AlphaFlow: autonomous discovery and optimization of multi-step chemistry using a self-driven fluidic lab guided by reinforcement learning
NATURE COMMUNICATIONS, 14(1).
TL;DR:
The capabilities of closed-loop, reinforcement learning-guided systems in exploring and solving challenges in multi-step nanoparticle syntheses, while relying solely on in-house generated data from a miniaturized microfluidic platform are demonstrated.
(via Semantic Scholar)
Sources: Web Of Science, ORCID
Added: March 27, 2023
2022 review
Flow Chemistry: A Sustainable Voyage Through the Chemical Universe en Route to Smart Manufacturing
[Review of ]. ANNUAL REVIEW OF CHEMICAL AND BIOMOLECULAR ENGINEERING, 13, 45–72.
author keywords: flow chemistry; process intensification; distributed manufacturing; autonomous experimentation; sustainability; smart manufacturing
MeSH headings : Chemical Engineering; Lab-On-A-Chip Devices; Microfluidics
Sources: Web Of Science, ORCID
Added: July 18, 2022
2021 journal article
Accelerated AI development for autonomous materials synthesis in flow
CHEMICAL SCIENCE, 12(17), 6025–6036.
TL;DR:
The structure and meta-decisions of an ensemble neural network-based material development strategy are investigated, which offers a favorable technique for intelligently and efficiently navigating a complex material synthesis space with multiple targets.
(via Semantic Scholar)
Sources: Web Of Science, ORCID
Added: March 17, 2021
2021 journal article
Accelerated Development of Colloidal Nanomaterials Enabled by Modular Microfluidic Reactors: Toward Autonomous Robotic Experimentation
ADVANCED MATERIALS, 33(4).
author keywords: accelerated materials development; autonomous robotic experimentation; colloidal nanomaterials; microfluidics
TL;DR:
This progress report details the basic principles of microfluidic reactor design and performance, as well as the current state of online diagnostics and autonomous robotic experimentation strategies, toward the size, shape, and composition-controlled synthesis of various colloidal nanomaterials.
(via Semantic Scholar)
Sources: Web Of Science, ORCID
Added: December 3, 2020
2021 article
Autonomous flow reactors for discovery and invention
Volk, A. A., & Abolhasani, M. (2021, July). TRENDS IN CHEMISTRY, Vol. 3, pp. 519–522.
TL;DR:
Self-guided, robo-fluidic reactors offer access to unique chemical synthesis conditions and characterizations with extremely low reagent consumption, tunable/reproducible heat- and mass-transfer rates, and high sampling rates, without the need for user intervention.
(via Semantic Scholar)
Sources: Web Of Science, ORCID
Added: July 6, 2021
2021 article
Continuous biphasic chemical processes in a four-phase segmented flow reactor
Volk, A. A., Epps, R. W., Yonemoto, D., Castellano, F. N., & Abolhasani, M. (2021, July 13). REACTION CHEMISTRY & ENGINEERING, Vol. 6.
TL;DR:
A four-phase segmented flow regime for continuous biphasic reaction processes is introduced, characterized over 1500 automatically conducted experiments, and used for biphaic ligand exchange of CdSe quantum dots.
(via Semantic Scholar)
Sources: Web Of Science, ORCID
Added: July 20, 2021
2021 journal article
Oxidative molecular layer deposition of PEDOT using volatile antimony(V) chloride oxidant
JOURNAL OF VACUUM SCIENCE & TECHNOLOGY A, 39(3).
Contributors: n, J. Kim n, J. Jamir n, E. Dickey n & G. Parsons n
UN Sustainable Development Goal Categories
6. Clean Water and Sanitation
(OpenAlex)
Sources: Web Of Science, ORCID
Added: April 23, 2021
2021 journal article
Ultrafast cation doping of perovskite quantum dots in flow
MATTER, 4(7), 2429–2447.
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(Web of Science; OpenAlex)
Sources: Web Of Science, ORCID
Added: May 26, 2021
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