143 citations
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stat.CO2026
A Framework for the Bayesian Calibration of Complex and Data-Scarce Models in Applied Sciences
Christina Schenk, Ignacio Romero
In this work, we review the theory involved in the Bayesian calibration of complex computer models, with particular emphasis on their use for applications involving computationally…
stat.CO2024★ 9 cited
A Novel Constrained Sampling Method for Efficient Exploration in Materials and Chemical Mixture Design
Christina Schenk, Maciej Haranczyk
Efficient exploration of multicomponent material composition spaces is often limited by time and financial constraints, particularly when mixture and synthesis constraints exist. T…