Aqueous biphasic systems: A robust platform for green extraction of biomolecules
N Saha, B Sarkar, K Sen - Journal of Molecular Liquids, 2022 - Elsevier
Extraction and recovery of biomolecules have earned wide-ranging attentions due to their
large scale and multitude of applications in food production and preservation …
large scale and multitude of applications in food production and preservation …
Optimal Design of Aqueous Two-Phase Systems for Biomolecule Partitioning
Aqueous two-phase systems (ATPS) have exhibited superior performance in many
biotechnological applications. To promote the implementation of these powerful platforms by …
biotechnological applications. To promote the implementation of these powerful platforms by …
Predictive modeling on the surface tension and viscosity of ionic liquid-organic solvent mixtures via machine learning
Background a comprehensive collection of reliable open-source data was compiled,
encompassing 3454 data points for surface tension and 28,548 data points for viscosity of IL …
encompassing 3454 data points for surface tension and 28,548 data points for viscosity of IL …
[HTML][HTML] Machine learning for the prediction of viscosity of ionic liquid–water mixtures
In this work, a nonlinear model that integrates the group contribution (GC) method with a
well-known machine learning algorithm, ie, artificial neural network (ANN), is proposed to …
well-known machine learning algorithm, ie, artificial neural network (ANN), is proposed to …
[HTML][HTML] A Critical Assessment of Ionic Liquid-based Aqueous Biphasic Systems for Biomolecules Extraction and CO2 Absorption
VWG Tan, Y Abuhasheesh, DYY Tang, Y Zhang… - Chemical Engineering …, 2024 - Elsevier
Ionic liquids (ILs) are green designer solvents that have gained research interest in
industrial applications, including solvent chemistry, catalysis, and electrochemistry. Recent …
industrial applications, including solvent chemistry, catalysis, and electrochemistry. Recent …
A novel hybrid process design for efficient recovery of hydrophilic ionic liquids from dilute aqueous solutions
Ionic liquids (ILs) have received much attention in both academia and industries due to their
superior performance in many applications. Efficient recovery/recycling of ILs from their …
superior performance in many applications. Efficient recovery/recycling of ILs from their …
Ionic liquid binary mixtures: Machine learning‐assisted modeling, solvent tailoring, process design, and optimization
This work conducts a comprehensive modeling study on the viscosity, density, heat capacity,
and surface tension of ionic liquid (IL)‐IL binary mixtures by combining the group …
and surface tension of ionic liquid (IL)‐IL binary mixtures by combining the group …
[HTML][HTML] Artificial neural network modeling on the polymer-electrolyte aqueous two-phase systems involving biomolecules
Polymer-electrolyte aqueous two-phase systems (ATPS) have demonstrated their superior
performance in the separation and purification of high-value biomolecules. However, these …
performance in the separation and purification of high-value biomolecules. However, these …
Prediction surface tension of ionic liquid–water mixtures using a hybrid group contribution and artificial neural network method
In this work, a database was established to collect relevant surface tension data (4578 sets
of data points in total) for 138 ionic liquids (ILs)-H 2 O hybrid systems. An ANN-GC model for …
of data points in total) for 138 ionic liquids (ILs)-H 2 O hybrid systems. An ANN-GC model for …
[HTML][HTML] Development of molten salt–based processes through thermodynamic evaluation assisted by machine learning
L Roach, A Erriguible, C Aymonier - Chemical Engineering Science, 2024 - Elsevier
Molten salt–based processes and hydrofluxes are highly sensitive to mixture composition
and require knowledge of the combined melting point for successful materials syntheses. In …
and require knowledge of the combined melting point for successful materials syntheses. In …