id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
cana-6093	Machhindranath M. Dhane	Accelerating Inverse Problem Solutions with Generative Adversarial Networks	2024	11	.pdf	application/pdf	5248	331	17	Inverse problems are notoriously ill-posed in the Hadamard sense, meaning they may lack unique solutions or exhibit extreme sensitivity to noise and small perturbations in measurements 12. Traditional approaches to solving inverse problems include analytical inversion methods, iterative optimization techniques, discretization-based regularization, and variational methods that incorporate prior knowledge through penalty terms 10.	cache/cana-6093.pdf	txt/cana-6093.txt