Potential identification via Tikhonov-PINNs
Sign Up to like & getrecommendations! Published in 2025 at "Inverse Problems"
DOI: 10.1088/1361-6420/ae199a
Abstract: In this article, we introduce Tikhonov-physics informed neural networks (PINNs), a novel neural network-driven approach designed for tackling inverse potential problems. Through the combining of Tikhonov regularization with PINNs, we establish a stability estimate for… read more here.
Keywords: tikhonov pinns; identification via; via tikhonov; potential identification ... See more keywords
Potential for identification of wild night-flying moths by remote infrared microscopy
Sign Up to like & getrecommendations! Published in 2022 at "Journal of the Royal Society Interface"
DOI: 10.1098/rsif.2022.0256
Abstract: There are hundreds of thousands of moth species with crucial ecological roles that are often obscured by their nocturnal lifestyles. The pigmentation and appearance of moths are dominated by cryptic diffuse shades of brown. In… read more here.
Keywords: wild night; potential identification; identification; microscopy ... See more keywords