... exploration geophysicist residual u-net yiran huang 1 date-driven seismic velocity inversion applied geoscience & energy 10 fcnvmb inversion geology machine learning architecture artificial intelligence american association ieee transaction resunet velocity profile network architecture...

... & energy 10 geophysics experiment ieee transaction Active sampling design for seismic data based on dynamic matching distance Yingjie Xu*, Siwei Yu, Harbin Institute of Technology Summary Seismic data acquisition and reconstruction based on compressed sensing can enhance exploration efficiency...

... association ieee transaction utah forge site artificial intelligence noise suppression background noise suppression exploration geophysicist conv1d noise machine learning das data chen seismic data Background noise suppression for DAS-VSP data using attention-based deep image prior Yang Cui...

... artificial intelligence machine learning transformer mask-assisted transformer cluster mask inline 310 geologist petroleum geology reservoir characterization segmentation seismic facies segmentation american association binary mask geological subdiscipline facies segmentation ieee transaction...

... seismic data geologist dncnn algorithm fx deconvolution equation recovery sa-dncnn sa-dncnn denoiser applied geoscience & energy 10 neural network machine learning denoiser ieee transaction application convolutional neural network exploration geophysicist Noise suppression...

... society elasticnet inversionnet ieee transaction displacement benchmark OPENFWI 2.0: Benchmark Datasets for Elastic Full-waveform Inversion Shihang Feng1 , Hanchen Wang1 , Chengyuan Deng1,2, Yinan Feng1, Min Zhu1,3, Peng Jin1,4, Yinpeng Chen5 and Youzuo Lin1 1Los Alamos National Laboratory...

... learning herrmann expanded abstract ieee transaction 3D seismic survey design by maximizing the spectral gap Yijun Zhang1 Ziyi Yin1 Oscar López2, Ali Siahkoohi3, Mathias Louboutin1, and Felix J. Herrmann1 1 Georgia Institute of Technology 2 Florida Atlantic University 3 Rice University * contributed...

... society american association remote sensing journal ieee transaction matrixe Two-stage deep learning for 3D joint inversion of gravity and magnetic Yinshuo Li*, Wenkai Lu, Zhuo Jia, Cao Song, Tsinghua University; Summary The joint inversion of gravity and magnetic method is nondestructive...

... inversion araya-polo ieee transaction applied geoscience geology europe government machine learning american association full-waveform inversion deep compressed learning reconstruction operator international society Deep Compressed Learning for 3D Seismic Inversion Maayan Gelboim and Amir...

... geoscience algorithm trajectory sacchi ieee transaction energy 10 american association geophysics seismic exploration Multicomponent seismic data vector reconstruction via quaternionic matrix factorization Yonghai Fu, China University of Geosciences(Beijing), Jianjun Gao, China University...

... interpolation energy 10 zhang gradient ieee transaction geology interpolation iteration exploration geophysicist international deviation Probabilistic seismic interpolation with the implicit Prior of a Deep Denoiser Matteo Ravasi, KAUST SUMMARY Geophysicists have long recognized the importance...

... learning exploration geophysicist artificial intelligence international upstream oil & gas reservoir characterization operation computational topology expanded abstract ieee transaction integrity geophysics zhou american association interpretation energy 10 boundary extraction...

... learning figure 8 algorithm applied geoscience representation denote stft spectra remote sensing sparse time-frequency representation unet north america government adaptation stfr-unet american association ieee transaction Sparse time-frequency representation based on Unet with domain...

... geophysics recovery representation applied geoscience reservoir characterization acquisition ieee transaction multichannel compressive american association figure 2 Multichannel compressive sensing for seismic data reconstruction using joint sparsity Iga Pawelec, Michael Wakin, and Paul Sava...

... suppression applied geoscience ieee transaction society effectiveness operator Noise suppression is always a vital procedure in seismic data processing. Under the Gaussian distribution assumption, conventional sparsity-based methods are highly practical and effectual in dealing with random noise...

... rules. data quality signal processing fsst2 exploration geophysicist 10 reservoir characterization forward cycle interbed analysis coefficient thin interbed analysis tfr upstream oil & gas applied geoscience time-frequency representation fsst4 ieee transaction resolution stft...

... intelligence seismic data compression bit rate ieee transaction machine learning bpv psnr representation compression deep learning information seg international exposition image compression convolutional layer 3D Seismic Data Compression With Multi-resolution Autoencoders Ana Paula Schiavon1...

... gas detection transfer learning parnaíba basin remote sensing accumulation gattass ieee transaction artificial intelligence classification convolutional neural network seg international exposition gas accumulation Natural gas detection in Onshore data using Transfer Learning from a LSTM...

.... Oldenburg, 2008, Selecting a discrimination algorithm for unexploded ordnance remediation: IEEE Transactions on Geoscience and Remote Sensing, 46, 2547 2557, doi: httpsdoi.org/10.1109/TGRS.2008.921394. Billings, S. D., and F. J. Herrmann, 2003, Automatic detection of position and depth of potential UXO...

... 10 ieee transaction resistivity geophysics reference model structural similarity reservoir characterization upstream oil & gas convolutional neural network seg international exposition abubakar travel time inversion Joint 2D inversion of AMT and seismic travel time data with deep...