Robert W. Epps
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View article: Universal Workflow Language and Software Enables Geometric Learning and FAIR Scientific Protocol Reporting
Universal Workflow Language and Software Enables Geometric Learning and FAIR Scientific Protocol Reporting Open
The modern technological landscape has trended towards increased precision and greater digitization of information. However, the methods used to record and communicate scientific procedures have remained largely unchanged over the last cen…
View article: Accelerated Multi‐Stage Synthesis of Indium Phosphide Quantum Dots in Modular Flow Reactors (Adv. Mater. Technol. 4/2023)
Accelerated Multi‐Stage Synthesis of Indium Phosphide Quantum Dots in Modular Flow Reactors (Adv. Mater. Technol. 4/2023) Open
Flow Reactors In article number 2201845, Shinae Jun, Milad Abolhasani, and co-workers present a modular flow chemistry strategy for intensified multi-stage manufacturing of metal-free quantum dots (QDs). The plug-and-play flow chemistry pl…
View article: Accelerated Multi‐Stage Synthesis of Indium Phosphide Quantum Dots in Modular Flow Reactors
Accelerated Multi‐Stage Synthesis of Indium Phosphide Quantum Dots in Modular Flow Reactors Open
Development and scalable nanomanufacturing of high‐quality heavy metal‐free quantum dots (QDs) with high‐dimensional experimental design spaces still remain a challenge. In this work, a universal flow chemistry framework for accelerated fu…
View article: UWLi (Universal Workflow Language Interface) [SWR-24-12]
UWLi (Universal Workflow Language Interface) [SWR-24-12] Open
UWLi is a user interface for modifying Universal Workflow Language (UWL) files. UWL is a data format used to represent high fidelity scientific procedures in a generalized, field agnostic workflow format. See related publication: https://a…
View article: Autonomous Nanocrystal Doping by Self‐Driving Fluidic Micro‐Processors
Autonomous Nanocrystal Doping by Self‐Driving Fluidic Micro‐Processors Open
Self-Driving Fluidic Micro-Processors In article number 2200017, Milad Abolhasani and co-workers present a self-driving lab using artificial intelligence-guided fluidic blocks for accelerated fundamental and applied studies of emerging cle…
View article: Autonomous Nanocrystal Doping by Self‐Driving Fluidic Micro‐Processors
Autonomous Nanocrystal Doping by Self‐Driving Fluidic Micro‐Processors Open
Lead halide perovskite (LHP) nanocrystals (NCs) are considered an emerging class of advanced functional materials with numerous outstanding optoelectronic characteristics. Despite their success in the field, their precision synthesis and f…
View article: Self‐Driven Multistep Quantum Dot Synthesis Enabled by Autonomous Robotic Experimentation in Flow
Self‐Driven Multistep Quantum Dot Synthesis Enabled by Autonomous Robotic Experimentation in Flow Open
Continuous Manufacturing In article number 2000245, Milad Abolhasani and co-workers present the second generation of "Artificial Chemist", that is, a modular robo-fluidic material synthesizer operated by artificial intelligence for data-dr…
View article: Accelerated AI development for autonomous materials synthesis in flow
Accelerated AI development for autonomous materials synthesis in flow Open
A surrogate model is designed to represent a microfluidic material synthesis system using 1000 automatically conducted experiments. With this model, over 600 000 experiments are simulated to optimize an AI-guided material synthesis algorit…
View article: Continuous biphasic chemical processes in a four-phase segmented flow reactor
Continuous biphasic chemical processes in a four-phase segmented flow reactor Open
A four-phase segmented flow regime for continuous biphasic reaction processes is introduced, characterized over 1500 automatically conducted experiments, and used for biphasic ligand exchange of CdSe quantum dots.
View article: Self‐Driven Multistep Quantum Dot Synthesis Enabled by Autonomous Robotic Experimentation in Flow
Self‐Driven Multistep Quantum Dot Synthesis Enabled by Autonomous Robotic Experimentation in Flow Open
Identifying the optimal formulation of emerging inorganic lead halide perovskite quantum dots (LHP QDs) with their vast colloidal synthesis universe and multiple synthesis/postsynthesis processing parameters is a challenging undertaking fo…
View article: Perovskite Quantum Dots: Artificial Chemist: An Autonomous Quantum Dot Synthesis Bot (Adv. Mater. 30/2020)
Perovskite Quantum Dots: Artificial Chemist: An Autonomous Quantum Dot Synthesis Bot (Adv. Mater. 30/2020) Open
In article number 2001626, Milad Abolhasani and co-workers present an “Artificial Chemist”: a machine-learning-guided, self-driving robot for on-demand quantum dot synthesis. Flow chemistry is integrated with artificial-intelligence-driven…
View article: Perovskite Quantum Dots: Facile Room‐Temperature Anion Exchange Reactions of Inorganic Perovskite Quantum Dots Enabled by a Modular Microfluidic Platform (Adv. Funct. Mater. 23/2019)
Perovskite Quantum Dots: Facile Room‐Temperature Anion Exchange Reactions of Inorganic Perovskite Quantum Dots Enabled by a Modular Microfluidic Platform (Adv. Funct. Mater. 23/2019) Open
In article number 1900712, Milad Abolhasani and co-workers introduce a modular microfluidic platform, QDExer (Quantum Dot Exchanger), which enables high-throughput in situ monitoring of the massive parameter space associated with anion exc…
View article: A Modular Microfluidic Technology for Systematic Studies of Colloidal Semiconductor Nanocrystals
A Modular Microfluidic Technology for Systematic Studies of Colloidal Semiconductor Nanocrystals Open
Colloidal semiconductor nanocrystals, known as quantum dots (QDs), are a rapidly growing class of materials in commercial electronics, such as light emitting diodes (LEDs) and photovoltaics (PVs). Among this material group, inorganic/organ…