Mark Asch
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View article: Surrogate Modeling of Lithium‐Ion Battery Electrode Manufacturing by Combining Physics‐Based Simulation and Deep Learning
Surrogate Modeling of Lithium‐Ion Battery Electrode Manufacturing by Combining Physics‐Based Simulation and Deep Learning Open
Optimizing the manufacturing process of Lithium‐Ion Batteries (LIB. Finding efficient approaches that accelerate and replace time‐consuming, material scrap‐expensive trials‐and‐error optimization methods is a key area of research. This wor…
View article: Surrogate Modelling of Lithium-Ion Battery Electrode Manufacturing by Combining Physics-based Simulation and Deep Learning
Surrogate Modelling of Lithium-Ion Battery Electrode Manufacturing by Combining Physics-based Simulation and Deep Learning Open
Optimization of the manufacturing process of Lithium-Ion Batteries (LIB) is crucial for advancing energy storage systems, and finding efficient approaches for its acceleration is a key area of research. Such approaches should be able to re…
View article: A machine learning tool to investigate lithium-ion battery degradation under real automotive conditions
A machine learning tool to investigate lithium-ion battery degradation under real automotive conditions Open
International audience
View article: A hybrid modelling approach coupling physics-based simulation and deep learning for battery electrode manufacturing simulations
A hybrid modelling approach coupling physics-based simulation and deep learning for battery electrode manufacturing simulations Open
International audience
View article: Machine learning for optimal electrode wettability in lithium ion batteries
Machine learning for optimal electrode wettability in lithium ion batteries Open
Electrode wetting is a critical step in the Lithium-Ion Battery manufacturing process. The injection of electrolyte in the electrodes’ porosity requires the application of pressure-vacuum pumping strategies without warranty that the full p…
View article: Cybercosm: New Foundations for a Converged Science Data Ecosystem
Cybercosm: New Foundations for a Converged Science Data Ecosystem Open
Scientific communities naturally tend to organize around data ecosystems created by the combination of their observational devices, their data repositories, and the workflows essential to carry their research from observation to discovery.…
View article: DOCC10: Open access dataset of marine mammal transient studies and end-to-end CNN classification
DOCC10: Open access dataset of marine mammal transient studies and end-to-end CNN classification Open
International audience
View article: A standardized method of classifying pulsed sounds and its application to pulse rate measurement of blue whale southeast Pacific song units
A standardized method of classifying pulsed sounds and its application to pulse rate measurement of blue whale southeast Pacific song units Open
Pulsed sounds are an interesting example of complex biological sounds, frequent in cetaceans' vocalizations. A two-group classification of these sounds is proposed: tonal or non-tonal. Through two simple mathematical models, it is shown th…
View article: Wave propagation in the biosonar organ of sperm whales using a finite difference time domain method
Wave propagation in the biosonar organ of sperm whales using a finite difference time domain method Open
The bio-sonar of sperm whales presents many specific characteristics, such as its size, its loudness or its vocalization abilities. Furthermore it fulfills several roles in their foraging and social behaviour. However our knowledge about i…
View article: Wave propagation in the biosonar organ of sperm whales using a finite difference time domain method
Wave propagation in the biosonar organ of sperm whales using a finite difference time domain method Open
The bio-sonar of sperm whales presents many specific characteristics, such as its size, its loudness or its vocalization abilities. Furthermore it fulfills several roles in their foraging and social behaviour. However our knowledge about i…
View article: Mono-hydrophone localization of baleen whales: a study of propagation using a spectral element method applied in Northern Chile
Mono-hydrophone localization of baleen whales: a study of propagation using a spectral element method applied in Northern Chile Open
International audience
View article: A case study of biological pulsed sound : the blue whale’s southeast Pacific song unit, models and properties
A case study of biological pulsed sound : the blue whale’s southeast Pacific song unit, models and properties Open
Pulsed sounds are interesting as an example of complex biological sound. We propose a classification into two groups for the pulsed sounds: tonal or non-tonal. Two mathematical models allow to see the properties of the sound in both cases.…
View article: The Desirability Optimization Methodology; a Tool to Predict Two Antagonist Responses in Biotechnological Systems: Case of Biomass Growth and Hyoscyamine Content in Elicited Datura starmonium Hairy Roots
The Desirability Optimization Methodology; a Tool to Predict Two Antagonist Responses in Biotechnological Systems: Case of Biomass Growth and Hyoscyamine Content in Elicited Datura starmonium Hairy Roots Open
BACKGROUND: The use of the desirability function approach combined with the response surface methodology (RSM), also called Desirability Optimization Methodology (DOM), has been successfully applied to solve medical, chemical, and technolo…
View article: Business models for sustainable research data repositories
Business models for sustainable research data repositories Open
There is a large variety of repositories that are responsible for providing long term access to data that is used for research. As data volumes and the demands for more open access to this data increase, these repositories are coming under…
View article: Back Matter
Back Matter Open
The back matter includes bibliography, index, and back cover.