Abhishek Soni
Postdoctoral Fellow
In Prof. Curtis Berlinguette's lab at UBC, I am working at the interface of chemical engineering, software development and machine learning to automate the experiments related to clean energy technologies i.e carbon dioxide/bicarbonate electrolyzers.
Supervisor
Research Classification
Research Interests
Material Science, Self-driving laboratory, machine learning, clean energy, CO2 electrolysis
Computational Chemistry
Research Methodology
Self-driving closed loop methodology based on Bayesian Optimization to optimize parameters for experiments related to clean energy technologies
Research Centres, Clusters, Institutes
Research Options
I am available and interested in collaborations (e.g. clusters, grants).
I am interested in and conduct interdisciplinary research.
I am interested in working with undergraduate students on research projects.
Publications
- Ice Nucleation by the Primary Prism Face of Silver Iodide (2022)
The Journal of Physical Chemistry C, - Predicting Heterogeneous Ice Nucleation via Short-time Molecular Dynamics Simulations and Machine Learning Approaches (2022)
- The Influence of pH on Ice Nucleation by α-alumina (2022)
- How Microscopic Features of Mineral Surfaces Critically Influence Heterogeneous Ice Nucleation (2021)
The Journal of Physical Chemistry C, 125 (19), 10723--10737 - Unraveling the Mechanism of Ice Nucleation by Mica (001) Surfaces (2021)
The Journal of Physical Chemistry C, - Simulations of water structure and the possibility of ice nucleation on selected crystal planes of K-feldspar (2019)
The Journal of Chemical Physics, 150 (21), 214501
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