Matches in SemOpenAlex for { <https://semopenalex.org/work/W4281567411> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W4281567411 abstract "In this paper, we propose a new approach for solving inverse scattering problems (ISPs) by applying the physics-informed supervised residual learning (PhiSRL) to embody the Born iterative method (BIM). Stemming from the mathematical link between the fixed-point iteration method and residual neural network (ResNet), PhiSRL fulfills the alternate iteration process of BIM by predicting the modifications of the candidate solutions regarding the calculated residuals. Thus, the proposed approach can perform the inversions of both data and models at the same time. The effectiveness of the proposed approach is further validated by synthetic data. This paper provides new insights for designing the deep learning (DL) based methods with the knowledge of traditional computational electromagnetic (EM) algorithms." @default.
- W4281567411 created "2022-05-27" @default.
- W4281567411 creator A5003510248 @default.
- W4281567411 creator A5011000189 @default.
- W4281567411 creator A5015451787 @default.
- W4281567411 creator A5019215507 @default.
- W4281567411 creator A5022666762 @default.
- W4281567411 creator A5045228755 @default.
- W4281567411 date "2022-03-27" @default.
- W4281567411 modified "2023-09-30" @default.
- W4281567411 title "A New Approach for Solving Inverse Scattering Problems Based on Physics-informed Supervised Residual Learning" @default.
- W4281567411 cites W2003147468 @default.
- W4281567411 cites W2113481361 @default.
- W4281567411 cites W2171394717 @default.
- W4281567411 cites W2800441593 @default.
- W4281567411 cites W2918772560 @default.
- W4281567411 cites W2964269625 @default.
- W4281567411 cites W2982501796 @default.
- W4281567411 cites W3042203856 @default.
- W4281567411 cites W3052215618 @default.
- W4281567411 doi "https://doi.org/10.23919/eucap53622.2022.9769555" @default.
- W4281567411 hasPublicationYear "2022" @default.
- W4281567411 type Work @default.
- W4281567411 citedByCount "2" @default.
- W4281567411 countsByYear W42815674112023 @default.
- W4281567411 crossrefType "proceedings-article" @default.
- W4281567411 hasAuthorship W4281567411A5003510248 @default.
- W4281567411 hasAuthorship W4281567411A5011000189 @default.
- W4281567411 hasAuthorship W4281567411A5015451787 @default.
- W4281567411 hasAuthorship W4281567411A5019215507 @default.
- W4281567411 hasAuthorship W4281567411A5022666762 @default.
- W4281567411 hasAuthorship W4281567411A5045228755 @default.
- W4281567411 hasConcept C111919701 @default.
- W4281567411 hasConcept C11413529 @default.
- W4281567411 hasConcept C119857082 @default.
- W4281567411 hasConcept C126255220 @default.
- W4281567411 hasConcept C134306372 @default.
- W4281567411 hasConcept C135252773 @default.
- W4281567411 hasConcept C136389625 @default.
- W4281567411 hasConcept C154945302 @default.
- W4281567411 hasConcept C155512373 @default.
- W4281567411 hasConcept C159694833 @default.
- W4281567411 hasConcept C174558057 @default.
- W4281567411 hasConcept C207467116 @default.
- W4281567411 hasConcept C2524010 @default.
- W4281567411 hasConcept C28719098 @default.
- W4281567411 hasConcept C33923547 @default.
- W4281567411 hasConcept C41008148 @default.
- W4281567411 hasConcept C50644808 @default.
- W4281567411 hasConcept C98045186 @default.
- W4281567411 hasConceptScore W4281567411C111919701 @default.
- W4281567411 hasConceptScore W4281567411C11413529 @default.
- W4281567411 hasConceptScore W4281567411C119857082 @default.
- W4281567411 hasConceptScore W4281567411C126255220 @default.
- W4281567411 hasConceptScore W4281567411C134306372 @default.
- W4281567411 hasConceptScore W4281567411C135252773 @default.
- W4281567411 hasConceptScore W4281567411C136389625 @default.
- W4281567411 hasConceptScore W4281567411C154945302 @default.
- W4281567411 hasConceptScore W4281567411C155512373 @default.
- W4281567411 hasConceptScore W4281567411C159694833 @default.
- W4281567411 hasConceptScore W4281567411C174558057 @default.
- W4281567411 hasConceptScore W4281567411C207467116 @default.
- W4281567411 hasConceptScore W4281567411C2524010 @default.
- W4281567411 hasConceptScore W4281567411C28719098 @default.
- W4281567411 hasConceptScore W4281567411C33923547 @default.
- W4281567411 hasConceptScore W4281567411C41008148 @default.
- W4281567411 hasConceptScore W4281567411C50644808 @default.
- W4281567411 hasConceptScore W4281567411C98045186 @default.
- W4281567411 hasLocation W42815674111 @default.
- W4281567411 hasOpenAccess W4281567411 @default.
- W4281567411 hasPrimaryLocation W42815674111 @default.
- W4281567411 hasRelatedWork W109597863 @default.
- W4281567411 hasRelatedWork W2034488210 @default.
- W4281567411 hasRelatedWork W2144075718 @default.
- W4281567411 hasRelatedWork W2891890259 @default.
- W4281567411 hasRelatedWork W4226172683 @default.
- W4281567411 hasRelatedWork W4281567411 @default.
- W4281567411 hasRelatedWork W4297580550 @default.
- W4281567411 hasRelatedWork W4312434337 @default.
- W4281567411 hasRelatedWork W1629725936 @default.
- W4281567411 hasRelatedWork W2515315840 @default.
- W4281567411 isParatext "false" @default.
- W4281567411 isRetracted "false" @default.
- W4281567411 workType "article" @default.