A US perspective on closing the carbon cycle to defossilize difficult-to-electrify segments of our economy
Electrification to reduce or eliminate greenhouse gas emissions is essential to mitigate
climate change. However, a substantial portion of our manufacturing and transportation …
climate change. However, a substantial portion of our manufacturing and transportation …
[HTML][HTML] A review and perspective on hybrid modelling methodologies
The term hybrid modeling refers to the combination of parametric models (typically derived
from knowledge about the system) and nonparametric models (typically deduced from data) …
from knowledge about the system) and nonparametric models (typically deduced from data) …
Learning and optimization under epistemic uncertainty with Bayesian hybrid models
Abstract Hybrid (ie, grey-box) models are a powerful and flexible paradigm for predictive
science and engineering. Grey-box models use data-driven constructs to incorporate …
science and engineering. Grey-box models use data-driven constructs to incorporate …
Vision 2050: Reaction Engineering Roadmap
This perspective provides the collective opinions of a dozen chemical reaction engineers
from academia and industry. In this sequel to the “Vision 2020: Reaction Engineering …
from academia and industry. In this sequel to the “Vision 2020: Reaction Engineering …
Towards artificial intelligence at scale in the chemical industry
Abstract In the Industry 4.0 era, the chemical industry is embracing broad adoption of
artificial intelligence (AI) and machine learning (ML) methods. This article provides a holistic …
artificial intelligence (AI) and machine learning (ML) methods. This article provides a holistic …
Risk Minimization in Scale-Up of Biomass and Waste Carbon Upgrading Processes
Improving the odds and pace of successful biomass and waste carbon utilization technology
scale-up is crucial to decarbonizing key industries such as aviation and materials within …
scale-up is crucial to decarbonizing key industries such as aviation and materials within …
Deep eutectic melt of betaine and trichloroacetic acid; its anomalous thermal behavior and green promotion effect in selective synthesis of benzimidazoles
Z Fadaei, K Rad-Moghadam - Journal of Molecular Liquids, 2024 - Elsevier
Trichloroacetic acid and betaine form glassy liquids on melting together in some molar
ratios, of which the melt with mole fraction of trichloroacetic acid about 0.83 displayed the …
ratios, of which the melt with mole fraction of trichloroacetic acid about 0.83 displayed the …
[HTML][HTML] Predictive models for upstream mammalian cell culture development-A review
BS Yatipanthalawa, SL Gras - Digital Chemical Engineering, 2023 - Elsevier
The production of therapeutic proteins in mammalian cell culture is an essential unit
operation in biopharmaceutical manufacture that can benefit from the predictive insights of …
operation in biopharmaceutical manufacture that can benefit from the predictive insights of …
Multiple linear regression and GRU model for the online prediction of catalyst activity and lifetime in counter-current continuous catalytic reforming
In the catalytic reforming process, aromatic yield is a standard for evaluating the production
quality of the process, and studies are underway to improve productivity by optimizing the …
quality of the process, and studies are underway to improve productivity by optimizing the …
Constructing Time-varying and History-dependent Kinetic Models Via Reinforcement Learning
Mathematical modelling provides a significant contribution to the understanding and design
of chemical and biochemical reaction processes. For instance, for biochemical reaction …
of chemical and biochemical reaction processes. For instance, for biochemical reaction …