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 …
Continuous Flow Synthesis of N,O-Dimethyl-N′-nitroisourea Monitored by Inline Fourier Transform Infrared Spectroscopy: Bayesian Optimization and Kinetic …
J Guo, G Luo, K Chai, W Su, A Su - Industrial & Engineering …, 2024 - ACS Publications
The synthesis of N, O-dimethyl-N′-nitroisourea, crucial intermediates in pesticide
manufacturing, was explored through a substitution reaction between O-methyl-N …
manufacturing, was explored through a substitution reaction between O-methyl-N …
Accelerating reaction optimization through data-rich experimentation and machine-assisted process development
JP McMullen, JA Jurica - Reaction Chemistry & Engineering, 2024 - pubs.rsc.org
The field of reaction engineering is in a constant state of evolution, adapting to new
technologies and the changing demands of process development on accelerated timelines …
technologies and the changing demands of process development on accelerated timelines …
[PDF][PDF] Elymus Repens Optimization (ERO); A Novel Agricultural-Inspired Algorithm
M Tourani - … of Information Systems and Telecommunication (JIST), 2024 - sid.ir
Optimization plays a crucial role in enhancing productivity within the industry. Employing this
technique can lead to a reduction in system costs. There exist various efficient methods for …
technique can lead to a reduction in system costs. There exist various efficient methods for …
Continuous flow synthesis of N, O-dimethyl-N'-nitroisourea monitored by inline FTIR: comparing machine learning and kinetic modeling for optimization
J Guo, G Luo, K Chai, W Su, A Su - 2024 - chemrxiv.org
The synthesis of N, O-Dimethyl-N'-nitroisourea, crucial intermediates in pesticide
manufacturing, was explored through a substitution reaction between O-methyl-N …
manufacturing, was explored through a substitution reaction between O-methyl-N …
A Universal Framework for Fast, Flexible and Fun (ctional) Autonomous Laboratories
The construction of autonomous chemical laboratories is complex, laborious, and
expensive. It is imperative to develop highly usable, flexible, and powerful development …
expensive. It is imperative to develop highly usable, flexible, and powerful development …
Implementation of Reinforcement Learning for Enhanced Pressure Control in a 190,000-Barrel Crude Distillation Unit: The First Full-Scale Commercial Deployment
D Seo, D Kim, H Son, Y Kim - Available at SSRN 4928069 - papers.ssrn.com
We introduce the first successful full-scale implementation of a Reinforcement Learning-
based Pressure Control System (RLPCS) within a Crude Distillation Unit (CDU) in the …
based Pressure Control System (RLPCS) within a Crude Distillation Unit (CDU) in the …