Subsurface Scattering

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5 papers in the last four weeks, up 67% on the four weeks before. 0.0% of all new papers.

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  1. Physics-Informed Neural Networks for Depth-Averaged Avalanche Dynamics

    Sep 28, 2026Pradyumn Singh Sikarwar, Vishal Sharma, Gaurav BhutaniParametric Physics-Informed Neural NetworkSubsurface Scattering

    School of Mechanical and Materials Engineering, Indian Institute of Technology Mandi, India

  2. GenVoid: Uncertainty-Aware Learning of Subsurface Material Defects with an Experimentally Validated Physics-Informed Generative Model

    Sep 20, 2026Trishit Mondal, Prajwal Bharadwaj, Nikhil Karanjgaokar +1Subsurface ScatteringPhysics-Informed Learning

    Aerospace Engineering Department, Worcester Polytechnic Institute, Worcester, MA 01609, USA.

  3. Ranking Competing geologic interpretations via foundation-model-assisted generative hydrologic inversion

    Sep 17, 2026Harun Ur Rashid, Daniel O'MalleyGeological Semantic UnderstandingProbabilistic Basin-Scale Runoff Lstms

    Earth and Environmental Sciences Division, Los Alamos National Laboratory, Los Alamos, NM, USA

  4. Physical-State-Guided Diffusion Sampling for Full-Waveform Inversion

    Sep 14, 2026Chen Min, Haowen Jiang, Zheng Ma +1Full Waveform InversionDiffusion Sampling

    School of Mathematical Sciences, Shanghai Jiao Tong University, Shanghai, China · CMA-Shanghai, Shanghai Jiao Tong University, Shanghai, China · School of Mathematics and Statistics, Lanzhou University, Lanzhou, China

  5. PCFlow: Physics-Conditioned Flow Matching for GPR B-Scan Image Synthesis

    Sep 7, 2026Zhijie Shen, Chenchen Fu, Xuanhao Chang +2Physics-Guided Machine LearningSynthetic Aperture Radar

    College of Computer Science and Technology, Jilin University, Changchun 130012, China · Symbol Computation and Knowledge Engineering of the Ministry of Education, Jilin University, Changchun 130012, China

  6. Integrated Laser Scanning and Image-Based Topology Optimization Techniques for Detection and Quantification of Visible and Subsurface Structural Defects

    Sep 1, 2026Mehrdad Shafiei Dizaji, Devin HarrisDefect DetectionSubsurface Scattering

    Department of Engineering Systems and Environment, University of Virginia, Charlottesville, VA, USA

  7. Predicting Subsurface Abnormalities Growth using Physics-Informed Neural Networks

    Sep 1, 2026Mehrdad Shafiei Dizaji, Hoda AzariParametric Physics-Informed Neural NetworkSubsurface Scattering

    Post-Doctoral Research Fellow, Federal Highway Administration, Turner-Fairbank Highway Research Center, McLean, VA 22101 · Nondestructive Evaluation Program and Laboratory Manager, Federal Highway Administration, Turner-Fairbank Highway Research Center, McLean, VA 22101

  8. TriView-YOLO: Early Multi-View Fusion for Ground Penetrating Radar Cavity Detection in Soft, High-Water-Content Soils

    Aug 10, 2026Suphawut Thawinutchokaudom, Sompote Youwai, Warat Kongkitkul +3Subsurface ScatteringCross-View Fusion

    AI Research Group, Department of Civil Engineering, Faculty of Engineering, King Mongkut’s University of Technology Thonburi, Bangkok, Thailand · Center for Disaster Management Informatics Research, Ehime University, Matsuyama, Japan · Canaan Geo Research Co., Ltd., Matsuyama, Ehime, Japan

  9. Depth-Aware Implicit Neural Representation Priors for 3D Gravity Inversion

    Aug 9, 2026León Suarez-Rodriguez, Paul Goyes-Peñafiel, Javier Torres-Quintero +1Subsurface ScatteringNeural Representations

    Department of Systems Engineering and Informatics, Universidad Industrial de Santander, Colombia, 680002

  10. Volcanic Clouds Detection through QCNN and Geostationary Satellite Multispectral Imagery

    Jul 29, 2026Federica Torrisi, Claudia Corradino, Alessandro Grilli +5Satellite ImageryEarth Observation

    Istituto Nazionale di Geofisica e Vulcanologia (INGV), Sezione Osservatorio Etneo · Thales Alenia Space Italia · Dipartimento di Fisica e Astronomia “Ettore Majorana,” Universit`a di Catania, Catania, Italy +2

  11. Hybrid Quantum CNN for Cross-Sensor Spaceborne Volcanic Thermal Activity Recognition Worldwide

    Jul 29, 2026Claudia Corradino, Federica Torrisi, Alessandro Grilli +5Hybrid Quantum-Classical PipelineSubsurface Scattering

    INGV-EO, Catania, Italy · Thales Alenia Space Italia · Dipartimento di Fisica e Astronomia “Ettore Majorana,” Universit`a di Catania, Catania, Italy +2

  12. A hybrid analytical-PINN model for subsurface simulation of geothermal heat exchangers in heterogeneous underground

    Jul 14, 2026Moke Rao, Thomas Hamacher, Smajil HalilovicHeat DiffusionParametric Physics-Informed Neural Network

    Technical University of Munich, Chair of Renewable and Sustainable Energy Systems, Germany

  13. Unsupervised Detection of Underground Tunnels in Ground-Penetrating Radar Using Depth-Restricted Reconstruction Scoring

    Jul 6, 2026Muhammad Junaid, Shoab A. Khan, Nisar AhmedUnsupervised DetectionSubsurface Scattering

    Dept. of Electrical Engineering & Computer Science Sir Syed CASE Institute of Technology Islamabad, Pakistan · Dept. of Computer & Information Sciences University of Strathclyde Glasgow, UK

  14. [Preprint] Dynamic Modeling, Gait Synthesis, and Control of a Novel Subsurface Bore Propagator

    Jul 1, 2026Lina van Brügge, Shruti Kotpalliwar, Anton Koval +2Underwater RobotsSubsurface Scattering

  15. From Phase to Phenomenon: Self-Supervised Learning of Subsurface Scattering with Minimal Phase-shift Inputs

    Jun 28, 2026Arjun Majumdar, Raphael Braun, Andreas Engelhardt +1Self-Supervised LearningSubsurface Scattering

    Eberhard Karls Universität Tübingen, Germany

  16. Spectral Subsurface Scattering from RGB via Biophysical Skin Inversion

    Jun 25, 2026Carlos Aliaga, Adrian JaraboReflectanceRaymap-Induced Geometry

    Meta Reality Labs Research

  17. Tensor Train Decomposition-based 3D Implicit Full Waveform Inversion with Multi-scale Structural Similarity

    Jun 22, 2026Liangsheng He, Chao Song, Tiansheng Chen +2WaveletsSubsurface Scattering

    State Key Laboratory of Deep Earth Exploration and Imaging College of GeoExploration Science and Technology, Jilin University Changchun, Jilin, 130021, China · State Key Laboratory of DeepChaoEarthSong Exploration and Imaging College of GeoExploration Science and Technology, Jilin University Changchun, Jilin, 130021, China · Petroleum Exploration and Production Research Institute, Sinopec Beijing, 100083, China

  18. Towards 3D karst underwater scene reconstruction from rotating sonar data

    Jun 18, 2026Georgios Evangelos Margaritis, Lionel Lapierre, Simon Rohou +3Underwater Image Enhancement MethodsForward-Looking Sonar

    1U2IS, ENSTA, Institut Polytechnique de Paris, 91120 Palaiseau, France

  19. Decision-Driven Geosteering Under Uncertainty: A Unified Framework for Sequential Decision Optimization

    Jun 15, 2026Hibat Errahmen Djecta, Sergey Alyaev, Kristian Fossum +3Drilling DataSubsurface Scattering

    NORCE Research Centre, Bergen, Norway · University of Stavanger, Stavanger, Norway · Stanford University, Stanford, CA, USA

  20. WaveDINO: Learning-Based Atmospheric Correction of Unwrapped InSAR Interferograms Validated by GNSS: Results at Laguna del Maule and Campi Flegrei Volcanoes

    Jun 15, 2026Robert Popescu, Juliet Biggs, Tianyuan Zhu +1Synthetic Aperture RadarSubsurface Scattering

    University of Bristol, Bristol, U.K.

  21. Deep Learning in Seismic Interpretation: Federated Advances in Salt Dome Segmentation

    Jun 12, 2026Muhammad Zain Mehdi, Muhammad Zaid, Owais AleemU-NetSubsurface Scattering

    Computer Science Department FAST-NUCES Lahore, Pakistan

  22. Comparing Commercial Depth Sensor Accuracy for Medical Applications

    Jun 11, 2026Pit Henrich, Maximilian Weiherer, Franziska Hansen +2Depth EstimationVision Sensors

    Department of Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany · Department of Computer Science, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany

  23. Data assimilation for subsurface flow using latent diffusion model parameterization: performance of ensemble-Kalman and Monte Carlo techniques

    Jun 9, 2026Guido Di Federico, Wenchao Teng, Louis J. DurlofskyData AssimilationSubsurface Scattering

    Department of Energy Science & Engineering, Stanford University, Stanford, CA, 94305, USA

  24. Neural Acquisition & Representation of Subsurface Scattering

    Jun 1, 2026Arjun Majumdar, Raphael Braun, Hendrik LenschSubsurface ScatteringSurface Reconstruction

    University of Tübingen, Germany

  25. MidSurfNet: Learning Face Pairing for Mid-surface Abstraction of Thin-walled CAD Models

    Jun 1, 2026Li Ye, Xinhang Zhou, Xingyu Yang +4Surface RepresentationParametric Computer-Aided Design Programs

    aZhejiang University, Hangzhou, 310007, China · bShenzhen Poisson Software Co., Ltd., Shenzhen, 518129, China

  26. Korzhinskii-Net: Physics-Informed Neural Network for Sub-Surface Mineral Prospectivity Modelling

    May 31, 2026Boris KriukSubsurface ScatteringLithology Classification

    The Hong Kong University of Science and Technology, Hong Kong SAR

  27. SubsurfaceGen: Procedural Generation of Field-Scale Earth Models and Seismic Data

    May 28, 2026Joseph Stitt, Pratik Rathore, Madeleine Udell +1Subsurface ScatteringFull Waveform Inversion

    Stanford University

  28. Towards Drone-based Mapping of Volcanic Gases using Gas Tomography

    May 26, 2026Marius Schaab, Niklas Karbach, Antonia Rabe +5MethaneSubsurface Scattering

    School of Computation, Information and Technology, Technical University of Munich (TUM), Germany · Department of Chemistry, Johannes Gutenberg-University (JGU), Germany · Institute of Communications and Navigation, German Aerospace Center (DLR), Germany

  29. Geometry-Aware Surrogate for Real-Time Hydrodynamics Estimation of Autonomous Ground Vehicles in Amphibious Environments

    May 18, 2026Ammar Waheed, Luke Gallantree, Zohaib HasnainFluid DynamicsVehicle Dynamics

    J. Mike Walker ’66 Department of Mechanical Engineering, Texas A&M University, College Station, TX 77801, USA · Mounted Systems Engineering Team, Platform Systems Division, Defence Science and Technology Laboratory, Portsdown West, PO17 6AD, UK

  30. Radial-Component Predominant-Mode Inversion of Rayleigh Waves: Application to DAS-based Site Characterization

    May 16, 2026Mrinal Bhaumik, Brady R. CoxFull Waveform InversionSubsurface Scattering

    Department of Civil and Environmental Engineering, Utah State University, Logan, Utah, USA

  31. In-context learning enables continental-scale subsurface temperature prediction from sparse local observations

    May 15, 2026Daniel O'Malley, Christopher W. Johnson, Javier E. Santos +10Subsurface ScatteringLand Surface Temperature

    Los Alamos National Laboratory

  32. DualTCN: A Physics-Constrained Temporal Convolutional Network for 2 Time-Domain Marine CSEM Inversion

    May 6, 2026Khaled Ahmed, Ghada OmarSubsurface ScatteringTemporal Convolutional Networks

    School of Computing, Southern Illinois University Carbondale, Carbondale, IL, 62901, USA · School of Mathematics and Statistics, Southern Illinois University Carbondale, Carbondale, IL, 62901, USA

  33. Parameter-Efficient Adaptation of Pre-Trained Vision Foundation Models for Active and Passive Seismic Data Denoising

    Apr 30, 2026Jiahua Zhao, Umair bin Waheed, Jing Sun +3Full Waveform InversionRecent Vision Foundation Models

    Computation-based Science and Technology Research Center, The Cyprus Institute, Nicosia, Cyprus · Department of Geosciences, College of Petroleum Engineering and Geosciences, King Fahd University of Petroleum & Minerals, Dhahran, Saudi Arabia · Department of Intelligent Systems, Faculty of Electrical Engineering, Mathematics and Computer Science, Delft University of Technology, Delft, Netherlands +2

  34. Unsupervised Electrofacies Classification and Porosity Characterization in the Offshore Keta Basin Using Wireline Logs

    Apr 29, 2026Hamdiya Adams, Theophilus Ansah-Narh, Daniel Kwadwo Asiedu +6Subsurface ScatteringPorous Media

    Department of Earth Science University of Ghana Legon, Accra, Ghana · Ghana Space Science and Technology Institute Accra, Ghana · Department of Mathematics Rhodes University, Grahamstown, South Africa +3

  35. Lightweight Real-Time Rendering Parameter Optimization via XGBoost-Driven Lookup Tables

    Apr 28, 2026Baijun Tan, Francesco MorettiRendererReal-Time Systems

    School of Software, Polytechnic University of Turin

  36. When Less Is More: Simplicity Beats Complexity for Physics-Constrained InSAR Phase Unwrapping

    Apr 28, 2026Prabhjot Singh, Manmeet SinghSynthetic Aperture RadarSubsurface Scattering

    The University of Texas at Austin, USA · RediMinds Inc., USA · Western Kentucky University, USA

  37. Joint 3D Gravity and Magnetic Inversion via Rectified Flow and Ginzburg-Landau Guidance

    Mar 6, 2026Dhruman Gupta, Yashas Shende, Aritra Das +2Subsurface ScatteringGravity

    Ashoka University · Department of Computer Science Ashoka University · Department of Physics Ashoka University

  38. PCP-GAN: Property-Constrained Pore-scale image reconstruction via conditional Generative Adversarial Networks

    Oct 22, 2025Ali Sadeghkhani, Brandon Bennett, Masoud Babaei +1Subsurface ScatteringConditional Gans

    School of Computer Science, University of Leeds, Leeds, LS2 9JT, UK. · Department of Chemical Engineering, The University of Manchester,2026 Manchester, M13 9PL, UK.