1 citations · 1 across the 5 of their papers we have counts for
5 papers
PyOMES: an open-source framework for biochemical process modelling
Ethan Errington, Tom Vinestock, Jaewook Lee +1
PyOMES is a Python-based, Open-source Modelling Environment for (bio)chemical process Simulation that aims to simplify the modelling of dynamic (including steady state) processes.…
Transfer Learning Architectures for Scalable Multi-Fidelity Bayesian Optimization
Jaewook Lee, Ethan Errington, Christian D. Lorenz +1
Self-driving laboratories increasingly rely on multi-fidelity Bayesian optimization (MFBO) to balance cheap, approximate evaluations against scarce, expensive ones, with a predicti…
Temporal Dynamics of Microbial Communities in Anaerobic Digestion: Influence of Temperature and Feedstock Composition on Reactor Performance and Stability
Ellen Piercy, Xinyang Sun, Peter R Ellis +2
Anaerobic digestion (AD) offers a sustainable biotechnology to recover resources from carbon-rich wastewater, such as food-processing wastewater. Despite crude wastewater character…
A KAN-based Interpretable Framework for Process-Informed Prediction of Global Warming Potential
Jaewook Lee, Xinyang Sun, Ethan Errington +1
Accurate prediction of Global Warming Potential (GWP) is essential for assessing the environmental impact of chemical processes and materials. Traditional GWP prediction models rel…
High Throughput Parameter Estimation and Uncertainty Analysis Applied to the Production of Mycoprotein from Synthetic Lignocellulosic Hydrolysates
Mason Banks, Mark Taylor, Miao Guo
The current global food system produces substantial waste and carbon emissions while exacerbating the effects of global hunger and protein deficiency. This study aims to address th…