TOWARDS OVERCOMING THE CURSE OF DIMENSIONALITY: THE THIRD-ORDER ADJOINT METHOD FOR SENSITIVITY ANALYSIS OF RESPONSE-COUPLED LINEAR FORWARD/ADJOINT SYSTEMS, WITH APPLICATIONS TO UNCERTAINTY QUANTIFICATION AND PREDICTIVE MODELING

This work presents the Third-Order Adjoint Sensitivity Analysis Methodology (3rd-ASAM) for response-coupled forward and adjoint linear systems.The 3rd-ASAM enables the efficient computation of the exact expressions of the 3rd-order functional derivatives (“sensitivities”) of a general system response, which depends on both the forward a

Abstract Background The homeobox gene Gsx2 (formerly Gsh2) is known to regulate patterning in the lateral ganglionic eminence (LGE) of the embryonic telencephalon.In its absence, the closely related gene Gsx1 (previously known as Gsh1) can partially compensate in the patterning and differentiation of ventral telencephalic structures, Power Reclinin

In this study, cellulose acetate/polyethylene glycol (CA/PEG) membrane with composition 80/20 was prepared by phase inversion method.Titanium dioxide with different number has been added by using surface coating.Hydrophilicity, morphology, flux permeate and salt rejection of membranes has been studied.The hydrophilicity is determined by Fourier-Tra

The research has aims to know ; (1) the velocity of function displace of the rice field to the non rice field during year period 2000, 2004 and 2008, (2) change grain product during year period 2000, 2004 and 2008, and (3) the relationship between the velocity of function displace of the rice field to the non rice field and the grain production dur

Terrestrial lichens are unique organisms that are pioneers on bare sand and rock, survive desiccation and reproduce both sexually and Stainless asexually.They compete poorly with dense, aggressive vascular flora.Wildfires require organic matter as fuels, are the driving force in perpetuation of the Taiga Ecosystem in a heterogeneous environment and