output
20132026
most citedToward Development of Machine Learned Techniques for Production of Compact Kinetic Models

22 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions

6 papers

cs.AI2026★ 3 cited

Scalable and Data-Driven Decision Support in the Maintenance, Repair, and Overhaul Process

Houkun Zhu, Helena Ebel, Dominik Scheinert +3

Several businesses apply maintenance, repair, and overhaul (MRO) principles to the life-cycle of their existing products. In cases like casted gas turbine component Product Lifecyc…

eess.SY2022★ 8 cited

Controlled Power System Separation Using Generator PMU Data and System Kinetic Energy

Ilya Tyuryukanov, Marjan Popov, Jorrit A. Bos +2

With the growing number of severe system disturbances and blackouts around the world, controlled system separation is becoming an increasingly important system integrity protection…

physics.chem-ph2022★ 6 cited

Low-Dimensional High-Fidelity Kinetic Models for NOX Formation by a Compute Intensification Method

Mark Kelly, Harry Dunne, Gilles Bourque +1

A novel compute intensification methodology to the construction of low-dimensional, high-fidelity "compact" kinetic models for NOX formation is designed and demonstrated. The metho…

physics.chem-ph2022★ 22 cited

Toward Development of Machine Learned Techniques for Production of Compact Kinetic Models

Mark Kelly, Mark Fortune, Gilles Bourque +1

Chemical kinetic models are an essential component in the development and optimisation of combustion devices through their coupling to multi-dimensional simulations such as computa…

physics.chem-ph2021★ 5 cited

Toward Machine Learned Highly Reduce Kinetic Models For Methane/Air Combustion

Mark Kelly, Gilles Bourque, Stephen Dooley

Accurate low dimension chemical kinetic models for methane are an essential component in the design of efficient gas turbine combustors. Kinetic models coupled to computational flu…

stat.AP2013★ 1 cited

A Probabilistic Model for LCF

Sebastian Schmitz, Thomas Seibel, Tilman Beck +3

Fatigue life of components or test specimens often exhibit a significant scatter. Furthermore, size effects have a non-negligible influence on fatigue life of parts with different…