Works (23)
Updated: October 16th, 2023 08:47
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)
www.nature.com (publisher PDF)
Sources: Web Of Science, ORCID
Added: March 27, 2023
2023 journal article
Sustainable materials acceleration platform reveals stable and efficient wide-bandgap metal halide perovskite alloys
MATTER, 6(9), 2963–2986.
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(Web of Science)
Sources: Web Of Science, ORCID
Added: October 10, 2023
2022 article
Autonomous Nanocrystal Doping by Self-Driving Fluidic Micro-Processors
Bateni, F., Epps, R. W., Antami, K., Dargis, R., Bennett, J. A., Reyes, K. G., & Abolhasani, M. (2022, March 13). ADVANCED INTELLIGENT SYSTEMS, Vol. 3.
author keywords: autonomous experimentation; digital twin; metal halide perovskite nanocrystals; modular flow chemistry; smart nanomanufacturing
Sources: Web Of Science, ORCID
Added: March 14, 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: ORCID, Web Of Science
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 journal article
CFD-Based Computational Studies of Quantum Dot Size Control in Slug Flow Crystallizers: Handling Slug-to-Slug Variation
Industrial & Engineering Chemistry Research, 60(13), 4930–4941.
Source: ORCID
Added: April 8, 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: ORCID, Web Of Science
Added: July 20, 2021
2021 journal article
Intensified continuous extraction of switchable hydrophilicity solvents triggered by carbon dioxide
GREEN CHEMISTRY, 23(8), 2900–2906.
Contributors: S. Han n, M. Ramezani n, P. TomHon n , K. Abdel-Latif n, n , T. Theis n , M. Abolhasani n
Sources: ORCID, Web Of Science
Added: April 1, 2021
2021 review
Modern nanoscience: Convergence of AI, robotics, and colloidal synthesis
[Review of ]. APPLIED PHYSICS REVIEWS, 8(4).
Sources: ORCID, Web Of Science
Added: November 16, 2021
2021 journal article
Multiscale modeling and optimal operation of millifluidic synthesis of perovskite quantum dots: Towards size-controlled continuous manufacturing
Chemical Engineering Journal, 413, 127905.
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(OpenAlex)
Source: ORCID
Added: April 8, 2021
2021 journal article
Multiscale modeling and optimal operation of millifluidic synthesis of perovskite quantum dots: Towards size-controlled continuous manufacturing
CHEMICAL ENGINEERING JOURNAL, 413.
author keywords: Quantum dots; Plug-flow crystallizer; Nano-manufacturing; Multiscale modeling; Optimal control
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(Web of Science; OpenAlex)
Sources: Web Of Science, ORCID
Added: May 10, 2021
2021 journal article
Self-Driven Multistep Quantum Dot Synthesis Enabled by Autonomous Robotic Experimentation in Flow
Advanced Intelligent Systems, 3(2), 2000245.
Source: ORCID
Added: April 8, 2021
2021 journal article
Self-Driven Multistep Quantum Dot Synthesis Enabled by Autonomous Robotic Experimentation in Flow
ADVANCED INTELLIGENT SYSTEMS, 3(2).
author keywords: accelerated materials development; continuous manufacturing; lead halide perovskites; microfluidics; quantum dots
TL;DR:
A modular microfluidic synthesis strategy, integrated with an artificial intelligence (AI)‐guided decision‐making agent for intelligent navigation through the complex colloidal synthesis universe of LHP QDs with 10 individually controlled synthesis parameters and an accessible parameter space exceeding 2 × 107, is introduced.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(Web of Science)
Sources: Web Of Science, ORCID
Added: December 11, 2020
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
2021 journal article
Universal self-driving laboratory for accelerated discovery of materials and molecules
Chem, 9.
TL;DR:
Self-driving laboratories are quickly growing in capability, making research in the exploration of advanced functional materials and molecules on the edge of a new era of productivity.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
8. Decent Work and Economic Growth
(OpenAlex)
Source: ORCID
Added: October 9, 2021
2020 journal article
An automated flow chemistry platform to decouple mixing and reaction times
Reaction Chemistry & Engineering.
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: ORCID
Added: May 7, 2020
2020 journal article
Artificial Chemist: An Autonomous Quantum Dot Synthesis Bot
Advanced Materials.
author keywords: autonomous synthesis; machine learning; microfluidics; perovskites; quantum dots
TL;DR:
The integration of machine‐learning‐based experiment selection and high‐efficiency autonomous flow chemistry and the knowledge‐transfer strategy further enhances the optoelectronic properties of the in‐flow synthesized QDs and mitigates the issues of batch‐to‐batch precursor variability.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(OpenAlex)
Source: ORCID
Added: June 4, 2020
2019 journal article
A low-cost, non-invasive phase velocity and length meter and controller for multiphase lab-in-a-tube devices
Lab on a Chip.
MeSH headings : Equipment Design; Lab-On-A-Chip Devices / economics; Microfluidic Analytical Techniques / economics; Microfluidic Analytical Techniques / instrumentation
TL;DR:
A facile, non-invasive, plug-and-play phase velocity and length measuring strategy for rapid deployment onto tube-based microfluidic systems, enabling quick and accurate residence (reaction) time measurement and tuning.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: ORCID
Added: May 4, 2019
2019 journal article
Facile Room‐Temperature Anion Exchange Reactions of Inorganic Perovskite Quantum Dots Enabled by a Modular Microfluidic Platform
Advanced Functional Materials, 29(23), 1900712.
author keywords: anion exchange; continuous nanomanufacturing; in situ characterization; microfluidics; perovskite quantum dots
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(Web of Science; OpenAlex)
Sources: ORCID, Crossref
Added: March 21, 2019
2018 journal article
A Modular Microfluidic Technology for Systematic Studies of Colloidal Semiconductor Nanocrystals
JOVE-JOURNAL OF VISUALIZED EXPERIMENTS, 5(135).
author keywords: Engineering; Issue 135; Microfluidics; high-throughput; modularity; micro-reaction engineering; perovskite; colloidal nanocrystals; quantum dots
MeSH headings : Colloids / chemistry; Microfluidic Analytical Techniques / methods; Nanoparticles / chemistry; Quantum Dots / chemistry
TL;DR:
A fully autonomous microfluidic platform is developed to systematically study the large parameter space associated with the colloidal synthesis of nanocrystals in a continuous flow format and to substantially improve the rate and precision of the material discovery and screening in future studies.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(Web of Science)
Sources: Web Of Science, ORCID
Added: October 16, 2018
2017 journal article
Automated microfluidic platform for systematic studies of colloidal perovskite nanocrystals: towards continuous nano-manufacturing
LAB ON A CHIP, 17(23), 4040–4047.
TL;DR:
This work comprehensively characterize nanocrystal growth within a modular microfluidic reactor and enables a systematic study of the effect of mixing enhancement on the quality of the synthesized nanocrystals through a direct comparison between single- and multi-phase flow systems at similar reaction time scales.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(Web of Science)
Sources: Web Of Science, ORCID
Added: August 6, 2018
2017 journal article
The impact of carbonation on bulk and ITZ porosity in microconcrete materials with fly ash replacement
Cement and Concrete Research, 10.
author keywords: Porosity; Carbonation; Fly ash; Microstructure; Interfacial transition zone
Source: ORCID
Added: November 12, 2020
Employment
Updated: April 7th, 2021 16:42
2017 - present
North Carolina State University Raleigh, NC, US
Postdoctoral Scholar, Graduate Research Assistant, Safety Officer, Teaching Assistant
Department of Chemical and Biomolecular Engineering
2014 - 2016
Vanderbilt University Nashville, Tennessee, US
Undergraduate Research Assistant
Department of Chemical and Biomolecular Engineering
2014 - 2014
Olin Corporation Cleveland, TN, US
Intern
Environmental Remediation Group
Education
Updated: April 7th, 2021 17:19
2016 - 2020
North Carolina State University Raleigh, NC, US
Ph.D.
Chemical and Biomolecular Engineering
2012 - 2016
Vanderbilt University Nashville, TN, US
B.E.
Chemical and Biomolecular Engineering
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