⚡ Intelligent Geophysical Exploration Division

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Fundamentals of Seismology Physics

This introductory course covers the physical basis of seismology, including wave…

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Introduction to Seismic Observation

This course covers the basics of seismic observation, including the principles a…

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Seismic Data Analysis Programming

This practice-oriented course covers seismic data analysis programming using Pyt…

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Earthquake Detection and Location

This course covers methods for automatic detection and epicenter/hypocenter dete…

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Earthquake Source Mechanics

This course covers methods for analyzing the mechanical characteristics of earth…

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Ground Motion Analysis

This course covers the characteristics and prediction methods of ground motion o…

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Probabilistic Seismic Hazard Analysis (PSHA)

This course covers the theory and practical application of Probabilistic Seismic…

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Ambient Noise Tomography (ANT)

This course covers Ambient Noise Tomography (ANT), which uses continuous surface…

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Earthquake Relocation

This advanced course covers relocation methods for improving location accuracy o…

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Seismic Tomography

This course covers seismic tomography, which uses seismic wave travel times and …

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Microseismic Monitoring Network Design and Real-Time Processing

This course covers methods for designing microseismic monitoring networks at ind…

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Induced Seismicity Management and TLP Design (CCS, Geothermal, Hydraulic Fracturing)

This course covers the mechanisms, risk assessment, and real-time management met…

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DAS-Based Passive Seismic Monitoring Arrays

This course covers the configuration and processing methods of passive seismic m…

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Deep Learning Phase Picking and Model Adaptation

This course covers deep learning phase picking using models such as PhaseNet and…

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Deep Learning Earthquake Event Classification and Automated Source Characterization

This course covers deep learning-based seismic event classification (earthquake/…

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Integrated Induced Seismicity Monitoring Project for CCS and Geothermal Sites

This capstone project course performs integrated induced seismicity monitoring f…

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Fundamentals of Seismic Physics

This foundational course covers the physical basis of seismic exploration, inclu…

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Introduction to Seismic Exploration Systems

This course introduces the full field acquisition system for seismic exploration…

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Seismic Data Analysis Programming

This practice-oriented course covers the basics of seismic data analysis using P…

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Seismic Signal Processing

This course systematically covers key signal processing techniques for enhancing…

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Velocity Analysis and Stacking

This course covers velocity analysis and stacking of seismic data. Students lear…

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Seismic Migration I

This course covers the foundations of seismic migration, the core technology of …

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AVO Analysis and Forward Seismic Inversion

This course covers the theory and practice of amplitude versus offset (AVO) anal…

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Vertical Seismic Profiling (VSP)

This course covers the principles and processing methods of Vertical Seismic Pro…

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Full Waveform Inversion (FWI) — Theory and Time/Frequency Domain Implementation

This course provides an in-depth treatment of the theory and implementation of F…

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Reverse Time Migration (RTM) and Least-Squares RTM (LSRTM)

This course covers the theory and implementation of Reverse Time Migration (RTM)…

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Multicomponent Seismic Processing

This course covers processing techniques for multicomponent seismic surveys that…

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Time-Lapse (4D) Seismic Monitoring

This course covers the theory and practice of 4D seismic (time-lapse seismic) mo…

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Distributed Acoustic Sensing (DAS) Seismic Acquisition and Processing

This course covers the principles and methods of seismic data acquisition and pr…

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Deep Learning-Based Seismic Noise Suppression and Data Interpolation

This applied course covers how to apply deep learning models to seismic noise su…

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Deep Learning Velocity Estimation and FWI Acceleration

This course covers deep learning-based seismic velocity model estimation and met…

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Simultaneous Source Separation (Deblending) — Classical and DL Methods

This course covers deblending techniques for separating sources in simultaneous …

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Integrated Seismic Monitoring Project for CCS and Geothermal Sites

This capstone project course integrates seismic monitoring for carbon capture an…

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Introduction to Petroleum Seismology: Wave Theory, Acquisition, and Inversion

Based on Ikelle & Amundsen (2005). Covers elastic wave theory, energy partitioni…

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Fundamentals of Potential Field Physics

This foundational course covers potential field theory, the physical basis for g…

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Introduction to Gravity and Magnetic Surveys

This course introduces the basic principles and survey processes of gravity and …

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Potential Field Data Analysis Programming

This practice-oriented course covers gravity and magnetic data analysis programm…

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Gravity Data Processing

This course covers systematic processing methods for gravity survey data. Studen…

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Magnetic Data Processing

This course covers systematic processing methods for magnetic survey data. Stude…

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Potential Field Interpretation Methods

This course covers interpretation techniques for estimating depth and location o…

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3D Density Inversion

This course provides an in-depth study of inversion methodology for recovering 3…

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3D Magnetic Susceptibility Inversion

This course covers inversion methodology for recovering 3D magnetic susceptibili…

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Full Tensor Gravity Gradiometry (FTG) — Processing and Inversion

This course covers the processing and inversion of Full Tensor Gravity Gradiomet…

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Microgravity Monitoring

This course covers microgravity monitoring technology for detecting subsurface m…

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Joint Gravity-Magnetic Inversion

This course covers joint inversion techniques that simultaneously invert gravity…

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Airborne Geophysical Survey Design and Processing

This course covers the design and data processing of airborne gravity and magnet…

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Deep Learning-Based Potential Field Processing and Anomaly Classification

This applied course covers methods for applying deep learning to gravity and mag…

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AI-Accelerated 3D Density and Susceptibility Inversion

This course covers methods for accelerating 3D density and susceptibility invers…

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Integrated Potential Field Interpretation Project for Critical Minerals and CCS Exploration

This capstone project course performs integrated gravity and magnetic survey int…

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Overview of Integrated Geophysical Exploration

This introductory course covers the complementary roles of major geophysical sur…

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Fundamentals of Geostatistics

This course covers the foundations of geostatistics for statistical analysis of …

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Integrated Interpretation Programming

This practice-oriented course covers programming for integrated visualization an…

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Structural Seismic Interpretation

This course covers methods for interpreting geological structures from processed…

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Stratigraphic and Sequence Interpretation

This course covers the principles and methods of stratigraphic interpretation an…

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Seismic Attribute Analysis

This course covers methods for computing various attributes from seismic data an…

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AVO and Elastic Impedance Inversion Theory and Elastic Parameter Derivation

This course covers methods for deriving elastic parameters through AVO analysis …

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Rock Physics Modeling

This course covers rock physics methodology for modeling how the elastic and ele…

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Geostatistical Inversion

This course covers the theory and practice of geostatistical inversion that inte…

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Multi-Physics Joint Interpretation

This course covers multi-physics joint interpretation methods for more accuratel…

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Reservoir Characterization and 3D Geological Model Building

This course covers methods for building 3D reservoir characterization models by …

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Seismic Facies Classification

This course covers methods for classifying seismic facies by analyzing the simil…

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AI-Based Seismic Structural Interpretation

This course covers methods for automatically detecting faults, horizons, and geo…

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Multimodal Geophysical AI

This course covers multimodal deep learning models that integrate heterogeneous …

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Integrated Reservoir Characterization Project for CCS, Petroleum, and Geothermal

This capstone project course performs integrated characterization of CCS, petrol…

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Fundamentals of Well Logging Principles

This introductory course covers the basics of borehole well logging, covering th…

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Introduction to Well Log Data

This course covers the formats, quality control, environmental corrections, and …

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Well Log Data Analysis Programming

This practice-oriented course covers well log data analysis programming using Py…

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Formation Evaluation and Fluid Typing

This course covers methods for evaluating formation porosity, saturation, and fl…

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Multi-Mineral Well Log Interpretation

This course covers well log interpretation methods for reservoirs with complex m…

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Acoustic and Sonic Logging and Anisotropy

This course covers the principles and interpretation methods of borehole acousti…

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Nuclear Magnetic Resonance (NMR) Well Logging

This course covers the physical principles and interpretation methods of borehol…

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Core-Well Log Integration

This course covers methods for more accurately evaluating formations by integrat…

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Rock Physics Transforms

This course provides advanced study of rock physics transform relationships conn…

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Core-Log-Seismic Integration

This course covers the theory and practice of multi-scale analysis integrating c…

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Borehole DAS — DAS-VSP Processing and Permanent Monitoring Design

This course covers the characteristics and processing methods of seismic monitor…

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Digital Rock Physics and Pore-Scale Modeling

This course covers the principles and methods of Digital Rock Physics (DRP) usin…

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Deep Learning-Based Automated Well Log Interpretation and Facies Prediction

This applied course covers methods for performing automated well log interpretat…

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Generative AI for Missing Well Log Curve Synthesis

This course covers methods for synthesizing missing well log curves and completi…

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Integrated Petrophysics Project for Petroleum, CCS, and Geothermal Sites

This capstone project course performs integrated petrophysical interpretation fo…

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Fundamentals of Electromagnetic Field Theory

This foundational course covers electromagnetic field theory, the physical basis…

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Introduction to Geophysical Electromagnetic Surveys

This course provides a general introduction to various geophysical electromagnet…

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Electromagnetic Data Analysis Programming

This practice-oriented course covers electromagnetic data analysis programming u…

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Magnetotelluric (MT) Surveying

This course covers the principles and processing methods of Magnetotelluric (MT)…

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Controlled-Source Electromagnetics (CSEM/CSAMT) — Land and Marine

This course covers the principles and processing methods of Controlled-Source El…

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Time-Domain Electromagnetics (TEM/TDEM) — Principles, Processing, and Deep Exploration

This course covers the principles, data processing, and deep exploration applica…

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Induced Polarization (IP) — Frequency/Time Domain, Spectral IP, Cole-Cole

This course covers the principles and processing methods of Induced Polarization…

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Electrical Resistivity Tomography (ERT) and Ground-Penetrating Radar (GPR)

This course covers the principles and processing methods of Electrical Resistivi…

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3D Electromagnetic Inversion — MT/CSEM (ModEM, Adjoint Method)

This advanced course covers the theory and implementation of 3D electromagnetic …

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3D IP and ERT Inversion and Spectral IP Interpretation

This course provides advanced study of 3D inversion techniques for electrical re…

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Airborne Electromagnetic (AEM) System Response and Inversion

This course covers the system response and inversion of Airborne Electromagnetic…

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Time-Lapse Electromagnetic Monitoring (CCS, Geothermal CO2, and Fluid Detection)

This course covers methods for tracking CO₂ injection and fluid movement in carb…

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FDTD-Based 3D Electromagnetic Forward Modeling

This course covers the theory and implementation of 3D electromagnetic forward m…

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Deep Learning-Based Electromagnetic Inversion and Resistivity Anomaly Classification

This applied course covers methods for applying deep learning to electromagnetic…

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Integrated Electromagnetic Interpretation Project for Geothermal and Mineral Exploration

This capstone project course performs integrated electromagnetic survey interpre…

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Fundamentals of Geophysical Inverse Problems

This introductory course covers the mathematical foundations of geophysical inve…

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Fundamentals of Numerical Analysis

This course covers key numerical analysis techniques required for geophysical in…

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Introduction to Inversion Programming

This practice-oriented course covers the basics of inversion programming using P…

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Regularization Methods

This course systematically covers various regularization techniques for resolvin…

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Gradient-Based Optimization

This course covers gradient-based optimization algorithms used in nonlinear inve…

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Finite Difference Forward Modeling

This course covers techniques for forward modeling various physical phenomena in…

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Bayesian Inversion and MCMC Sampling

This course covers methods for applying Bayesian probabilistic frameworks to geo…

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Uncertainty Quantification and Resolution Analysis

This course covers methods for quantifying uncertainty and analyzing resolution …

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Spectral Element Method (SEM) Based Elastic Wave Simulation

This course covers the theory and implementation of the Spectral Element Method …

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Ensemble-Based Inversion

This course covers ensemble-based geophysical inversion and reservoir characteri…

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Multi-Physics Joint Inversion

This advanced course covers joint inversion techniques for simultaneously invert…

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Large-Scale Inversion HPC

This course covers parallel computing techniques for efficiently performing larg…

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Physics-Informed Neural Networks (PINNs) — Inversion Applications and Wave Equation Constraints

This course covers methods for applying Physics-Informed Neural Networks (PINNs)…

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Neural Operators (FNO, DeepONet) — Surrogate Learning of Forward Models

This course covers methods for applying Neural Operators, which learn mappings b…

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Diffusion Model-Based Inversion (Generative Priors, Score-Based)

This cutting-edge course covers methods for using diffusion models from generati…

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Integrated Geophysical Inversion Project (Multi-Method Comparison and Field Application)

This capstone project course comprehensively compares multiple inversion methods…