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Newsletters

EAGE Digital Newsletters

Newsletters

EAGE Digital Newsletters

Newsletters

EAGE Digital Newsletters

Newsletters

EAGE Digital Newsletters

The digital transformation is introducing new applications of A.I and machine learning in the fields of geoscience and engineering. This generates new opportunities for improving the way we deal with and the value we gain from geoscience data. We want to bring those opportunities to you and to support our members with the learning tools to meet their goals. That’s why we created this dedicated newsletter: jump on board and receive the most important updates from the EAGE digital world every month!

This newsletter is available to anyone interested. If you are not an EAGE member but want to receive our updates, sign up below.

Sign up to receive the EAGE Digital Newsletter

You can catch up with previous editions of the EAGE Digital Newsletter below:

Digital Newsletter #37 – October 2023

Send In Your Work to EAGE Digital 2024 | Heads Up! Remember to Secure Your 2024 Membership | Interested in Being Part of the A.I Community? Fill in Your Affiliations Survey! | Looking to Pursue a Digitalization-Related Career? | Closing Soon: ‘Data Science for Geoscience’ | Save Your Spot for ‘Introduction to Machine Learning for Geophysical Applications’ | New Energy Technologies to Be Discussed at GET2023 | The EAGE Workshop on Data Science Technical Programme Unveiled! | Last Weeks to Submit Your Abstract to the First Data Processing Workshop | Call for Papers – Joint Thematic Collection: Digitally Enabled Geoscience Workflows: Unlocking the Power of Our Data 

Digital Newsletter #36 – August 2023

Vienna’s Highlights Selected for You by the EAGE AI Committee | EAGE Digital 2024 is Coming to Paris! | Interested in Being Part of the A.I Community? Fill in Your Affiliations Survey! | Mark Your Calendar for ‘Machine Learning in Geosciences’ | Not to Miss: Data Science for Geoscience | Save Your Spot for ‘Introduction to Machine Learning for Geophysical Applications’ | Register Now for the Data Science for Geoscience Workshop in Kuala Lumpur | Embark on a Journey into the Future of Energy | Join Us at the Forefront of Innovation in the Energy Sector!  | Send-in Your Work to the First Break Digital Special Edition 

Digital Newsletter #35 – July 2023

Be Part of Our Communities by Updating your Affiliations! | Thank You to All the Participants of the Digital Transformation Area at the EAGE Annual 2023 | Mark Your Calendar for ‘Machine Learning in Geosciences’ | How Did the Annual Hackathon Teams Do? | Register to the EAGE Workshop on Data Science!  | EAGE’s High-Performance Computing Event Returns for its Seventh Edition! | Digitally Enabled Geoscience Workflows: Unlocking the Power of Our Data 

Digital Newsletter #34 – May 2023

Kick Off Your EAGE Annual Experience With a Hackathon! | Look Forward to ‘Integration: People, data, and technology’| Must Visit in the Exhibition Floor: the Digital Transformation Area | Curious About MLOps For Geoscience and Engineering? | The EAGE AI Committee’s Take on Subsurface Numerical Modelling | Check Out the Papers of EAGE Digital 2023! | Strengthen Your AI and ML Skills With ‘Machine Learning in Geosciences’ | Save Your Seat for the Seventh EAGE High Performance Computing Workshop | Get Published in First Break July: Special Topic on Modelling / Interpretation 

Digital Newsletter #33 – March 2023

We Are Looking Forward to Welcoming You at EAGE Digital 2023! |Engage with the Community at EAGE Digital |What Should the AI Committee Work On Next? | Your Next Hackathon Challenge Awaits at the EAGE Annual |A New Edition of ‘Machine Learning in Geosciences’ is Here! |Check Out ‘Introduction to Machine Learning for Geophysical Applications’ | Join ‘Data Science for Geoscience’ Today! | Share Your Expertise at the EAGE Workshop on Data Science |Local Chapter Czech Republic Announced Annual Student Competition |Sign Up for the EAGE Student Webinar ‘Taking the Seismic Temperature of a Glacier’ | Petroleum Geoscience and Geonergy Call for Papers: Joint Special Issue on Digitally Enabled Geoscience Workflows 

Digital Newsletter #32 – February 2023

Check Out the Technical Programme of EAGE Digital 2023! | Natural Language Processing, Main Theme of the 2023 EAGE Annual Hackathon | Eager to Learn More on Natural Language Processing? | Join Digitalization Discussions at NSG2023 | New Year, New Team! | Have a Look at the Latest AI Committee Advice | A Synergy of Music and Machine Learning | Local Chapter Houston Looks at the Future of Energy | Registrations Open for ‘Data Science for Geoscience’ | Feature Your Work at the EAGE Workshop on Data Science | Big Data at the Seventh EAGE Borehole Geophysics Workshop | Participate at the Fifth EAGE Conference on Petroleum Geostatistics | Petroleum Geoscience and Geonergy Call for Papers: Joint Special Issue on Digitally Enabled Geoscience Workflows

Digital Newsletter #31 – January 2023

It’s Time to Submit Your Abstracts for EAGE Digital 2023! | Interested in Presenting at EAGE Digital 2023? | Writing a Difficult Abstract? EAGE Experts Have Your Back! | You Are Welcome at the EAGE Digital 2023 Community Hub | Be Part of the EAGE Digital Community in 2023! | 2022 Was an Exciting Year for the EAGE AI Committee | Discover the Digital Agenda of EAGE Communities | Registrations Closing Soon: ‘Developing Deep Learning Applications for the Oilfield’ | Digitalization Latest Trends at the International Petroleum Technology Conference 2023 | Don’t Miss First Break February: Special Topic on Digitalization/Machine Learning

Digital Newsletter #30 – December 2022

Submit Your Papers for EAGE Digital 2023 Before 10 January! | Digitalization: Technical Topic at the EAGE Annual 2023 | Support Available for EAGE Members | Start Off the New Year On the Right Foot! | Stay Up-To-Date With the Latest Resources for AI in Geosciences | Register for ‘Developing Deep Learning Applications for the Oilfield’ Today! | New Trends & Sustainability in Organic Geochemistry at IMOG2023 | Near Surface Geophysics Call for Papers: Special Issue on Ground Penetrating Radar | First Break – December 2022 | Start Preparing Your Best Photograph for the EAGE/EFG Photo Contest 2023!

Digital Newsletter #29 – November 2022

Keep Growing with EAGE in 2023! | Feature Your Work at the EAGE Digital 2023 Technical Programme | Check Out the Proceedings of the Second EAGE Subsurface Intelligence Workshop! | The Latest AI Committee Advice is Now Available | Interview with the Winners of the EAGE Hackathon 2022 | Start 2023 with ‘Developing Deep Learning Applications for the Oilfield: From Theory to Real World Projects’ | Discounted Registration Fees for the 2nd EAGE/SEG Workshop on Geophysical Aspects of Smart Cities | Join Digitalization Sessions at the Fourth EAGE Workshop on Unconventional Resources | Share Your Knowledge at the Fifth EAGE Naturally Fractured Reservoirs Workshop | Colombian EAGE Student Chapter Hosted a Geo-Hackathon | Geophysical Prospecting Call for Papers: Special Issue on Rock Physics Contribution to the Energy Transition Challenge

Digital Newsletter #28 – October 2022

Heads Up! ReMember to Secure Your 2023 Membership | Be a Speaker at EAGE Digital 2023! | Machine Learning for the Energy Transition in GET2022 | Prepare for GET2022 by Exploring its Digitalization Proceedings | It’s Time to Visit the EAGE Digitalization Hub! | Coming Soon: Machine Learning for Geoscientists with Hands-on Coding | Don’t Miss Introduction to Machine Learning for Geophysical Applications | The Countdown for the Sixth EAGE Rock Physics Workshop Has Begun! | Check Out the Technical Programme of the 2nd EAGE/SEG Workshop on Geophysical Aspects of Smart Cities | Discounted Registration Fees for the 2nd EAGE Workshop on Fiber Optic Sensing for Energy Applications | Meet the Winners of the EAGE GeoHack 2022! | Students! Keep Engaged with the EAGE Community | Opportunity to Get Published: Near Surface Geophysics Special Issue on Ground Penetrating Radar

Digital Newsletter #27 – September 2022

Secure Your Membership and Access a World of Knowledge | Looking Forward to the 84th EAGE Annual Conference & Exhibition! | NSG2022 Digitalization Papers at Your Reach! | Have You Signed Up for the EAGE Mentoring Programme 2022? | Call for a New EAGE AI Committee Member | Machine Learning Seminar by the EAGE Local Chapter Aberdeen | Upcoming: Data Science for Geoscience | New Course: Machine Learning for Geoscientists with Hands-on Coding | Introduction to Machine Learning for Geophysical Applications | Benefit from the GET 2022 Late-Breaking Abstract Submission! | Last Days to Register for the EAGE Workshop on Innovative Reservoir Modeling into Digital Proliferation | Check Out the Technical Programme of the EAGE Subsurface Intelligence Workshop | Today is the Last Chance to Send Your Abstracts for the Fourth EAGE Workshop on Unconventional Resources | Don’t Miss the Early Registration Fees for the Sixth EAGE Rock Physics Workshop | Get Published in First Break December: Special Topic on Data Management and Processing

Digital Newsletter #26 – August 2022

Enjoy All the Benefits EAGE Has for You, by Securing Your Membership! | Get Ready for the 3rd EAGE Digitalization Conference & Exhibition! | Digitalization and Energy in GET2022 | The EAGE Annual 2022 Event Report Is Out Now! | Introducing the New EAGE Technical Community on UAV – Uncrewed Aerial Vehicles | Find Out More on UAV in EarthDoc! | Don’t Miss the 3rd Conference on Airborne, Drone and Robotic Geophysics at NSG2022! | This Month’s AI Committee Advice is Now Available! |  Call for a New EAGE AI Committee Member | Check Out the Free Webinars EAGE Scheduled for You! | Upcoming: Developing Deep Learning Applications for the Oilfield: From Theory to Real-World Projects | Register for the EAGE Student Webinar on Self-Supervised Blind-Spot Denoising | AI and Digitalization Sessions Scheduled for ECMOR 2022! | It’s Time to Join the Sixth EAGE High Performance Computing Workshop | Check the Technical Programme of the EAGE Workshop on Innovative Reservoir Modeling into Digital Proliferation | Meet the Invited Speakers of the 2nd EAGE/SEG Workshop on Geophysical Aspects of Smart Cities | Machine Learning at the Fourth EAGE Workshop on Unconventional Resources | First Break December: Special Topic on Data Management and Processing

Digital Newsletter #25 – July 2022

Support Available for Attending EAGE Events in the Second Half of the Year | Data Analysis in NSG2022 | Digitalization and Energy in GET2022 | Upcoming: Introduction to Data Analysis: Concepts and Examples | Check Out the Technical Programme of the Sixth EAGE High Performance Computing Workshop! | Machine Learning: An Important Topic for Two Events in Brazil | Last Days to Join the Speakers of the EAGE Workshop on Innovative Reservoir Modeling into Digital Proliferation | Find More About Reservoir Modeling in EarthDoc | All EAGE Book Titles Are Now Available in the Epub Format on EarthDoc | Advice by the EAGE AI Committee | First Break July: Special Topic on Modelling/Interpretation

Digital Newsletter #24 – June 2022

You Are Invited to Contribute to the Ukraine Professional Development Fund | Thank You for a Great EAGE Annual Conference & Exhibition 2022 | Coming Soon: Introduction to Machine Learning for Geophysical Applications | IOSC Machine Learning in Geosciences | Join the Speakers of the Fourth EAGE/HGS Conference on Latin America! | Last Chance to Participate in the 2nd EAGE Workshop on Fiber Optic Sensing for Energy Applications | Closing Soon: EAGE Conference on Digital Innovation for a Sustainable Future | Machine Learning in the Second EAGE Workshop on Advanced Seismic Solutions in the Gulf of Mexico | Great Success for the EAGE AI Team in Madrid | Advice by the EAGE AI Committee | Celebrating the Best at Hacking | Dive into Digitalization Proceedings from the EAGE Annual 2022 | Publish with EAGE

Digital Newsletter #23 – May 2022

New EAGE Ukraine Professional Development Fund | Digitalization Highlights at the EAGE Annual 2022 | Upcoming Extensive Online Course: Introduction to Machine Learning for Geophysical Applications | IOSC Machine Learning in Geosciences | Introduction to Data Analysis: Concepts and Examples | Thank You for Joining Us on the Third EAGE Workshop on HPC in the Americas! | Last Days to Submit Your Paper for the Sixth EAGE High Performance Computing Workshop | EAGE Conference on Digital Innovation for a Sustainable Future | The XAI Challenge at the EAGE Annual | How Do We Prepare Our Geoscientists for the Adoption of AI? | Opportunity to Get Published: Geophysical Prospecting Special Issue on Machine Learning Applications 

Digital Newsletter #22 – April 2022 

Workshops on Digitalization at the EAGE Annual 2022 | Interested in deep learning? | Machine Learning Short Course at the EAGE Annual 2022 | IOSC Machine Learning in Geosciences is Next in Our Courses Calendar! | Start Incorporating Deep Learning In Your Work | Thank You from Vienna! | The Third EAGE Workshop on HPC in Americas is here! | Ready to Take on the XAI Challenge? | What Will Be the Impact of AI on Our Industry? | Curious about what else the EAGE AI Committee has been up to this month? | Opportunity to Get Published: Geophysical Prospecting Special Issue on Machine Learning Applications

Digital Newsletter #21 – March 2022 

Introducing EAGE’s New Digitalization Hub | The Technical Programme for the 83rd EAGE Annual is Now Live! | One Week Left Until EAGE Digital 2022 | The First Mentoring Programme in 2022 Will Happen at the EAGE Digital 2022! | Learn Data Science for Geoscience | Introduction to Machine Learning for Geophysical Applications is Scheduled in June | Speak at the Third HPC Workshop in Americas | Share Your Insights on Sustainable Digital Innovations | Call for Abstracts is Open for the Second EAGE Subsurface Intelligence Workshop | Interview with the EAGE A.I. Committee

Digital Newsletter #20 – February 2022 

Getting the Most out of your EAGE Membership | Thank You for All Your Submissions for the EAGE Annual 2022 | Starting Soon: Extensive Courses on Machine Learning, with Updated Programmes | Time is Quickly Approaching for the EAGE Digital 2022 | Be Part of the Third Edition of High Performance Computing Workshop in the Americas | Third Data Science Conference for Russia and CIS is Coming | 29th Gustavo Sclocchi Theses Award Open for Application | Advice by the AI Committee | Contribute to Geophysical Prospecting‘s Special Issue on Machine Learning | Will Quantum Computing be a Game Changer in Geosciences? | A Preview of First Break February 2022

Digital Newsletter #19 – January 2022 

Make the Most of the New Year — Secure your Membership Today | Finalize your Abstracts for the 2022 Annual Conference | Submit your Late Breaking Abstract to Join the Digital Transformation Conversation | ELearn Something New in 2022 | New Machine Learning Course Available Soon on Learning Geoscience | Students, We’re Here to Help | Be Part of the Hybrid ECMOR 2022 | Advice by the AI Committee | SContribute to Geophysical Prospecting’s Special Issue | See Digital Transformation in Action

Digital Newsletter #18 – December 2021 

EAGE Membership | 2022 Support Programmes | Be Part of the Hybrid EAGE Annual 2022 | Programme Announced for EAGE Digital 2022 | Data Science Courses to Add to Your 2022 Agenda | 2022 Laurie Dake Challenge: Deadline to Register Your Team Coming Soon | Registration for ECMOR 2022 is now Open | How to Submit a Good Abstract | A Great Year with the AI Community | First Break Special Topic December 2021 ‘Data Management and Processing’

Digital Newsletter #17 – November 2021 

Thank You for a Great EAGE Annual Conference & Exhibition | A World of Resources for EAGE Members | Support Application and Early Deadlines for EAGE Digital 2022 Extended | EAGE Education on Data Science | EAGE Awards: Thank You Nominators | Digitalization Addressed at the Annual 2021 | Join the 2022 Laurie Dake Challenge | Explore Data Science Opportunities for Young Geoscientists at the Third Young Professionals Summit | Join us at ECMOR 2022 | Call for Papers from First Break and Geophysical Prospecting | Travelling to Svalbard Without Feeling the Cold? Possible!

Digital Newsletter #16 – October 2021 

Address Digitalization at the EAGE Annual 2021 | Hackathon at the EAGE Annual 2021 | EAGE Digital 2022: Call for Abstracts Deadline is now Extended | EAGE Education on Data Science | EAGE Global GeoQuiz | Explore Data Science Opportunities for Young Geoscientists at the Third YP Summit | Time to Finalize your Abstract for the 2nd EAGE/SEG Workshop on Geophysical Aspects of Smart Cities | Get Smart Using EarthDoc | Save the Date: Sixth HPC Workshop will Resume In-person in 2022 | Take Chance to Nominate Talents for the 2022 EAGE Awards | Papers on Digitalization in First Break October 2021

Digital Newsletter #15 – September 2021 

Reconnecting with Peers at NSG 2021 | Machine Learning Short Course at the EAGE Annual 2021 | EAGE Digital 2022: Time to Wrap up Your Abstract | Updated Data Science Programme | E-Lecture Webinar on Data Science | Digital Programme for Students at the EAGE Annual 2021 | Digital Transformation on Borehole Geology | EAGE Workshop on Computational Sciences for New Energy and Oil Recovery: Last Call for Registrations | Be a Presenter at the 2nd EAGE/SEG Workshop on Geophysical Aspects of Smart Cities | Recognize Talents for the 2022 Awards | Third Young Professionals Summit | Exploring The Digital World with EAGE Local Chapters

Digital Newsletter #14 – August 2021 

Machine Learning Short Course at 2021 Annual | Submit Your Nominations to the 2022 Awards | Join the Digital Revolution | Learning Data Science | Welcome to the Fifth EAGE Workshop on High Performance Computing for Upstream | Join the Workshop on Computational Sciences for New Energy and Oil Recovery | Headed Towards ML Solutions at Scale | Papers on Digitalization in First Break | Join to the Conference Krasnoyarsk Seismic 2021 – Place of Discoveries

Digital Newsletter #13 – July 2021 

EAGE Annual 2021: Technical Programme at a Glance | Contribute to the Second EAGE Digitalization Conference | Expand your Knowledge on Data Science | Data Science in Russia & CIS | Keynote Speakers Announced for the EAGE Workshop on Computational Sciences for New Energy and Oil Recovery | AI Methods in Seismic Interpretation: Join This Discussion on Futuristic Perspectives | Support Available for EAGE Members to Attend Events | Countdown to Join CLEEDI Hackathon Week | First Break Special Topic July 2021 ‘Digital Transformation in Geoscience’

Digital Newsletter #12 – June 2021 

Data Science Workshops at 2021 Annual | Showcase the Future Leadership, Technology and Business of O&G at the Second EAGE Digitalization Conference & Exhibition | PACE Support Available for EAGE Digital 2022 | Break Through the Machine Learning Barrier | There is Still a Chance to Join as a Speaker at the EAGE Conference on Seismic Interpretation Using AI Methods | Registration has Just Opened for the EAGE HPC Workshop | The AI Committee Looks Forward to Seeing you at the 2021 Annual

Digital Newsletter #11 – May 2021 

Registration is Open for the 82nd EAGE Annual Conference & Exhibition | New February Date for the Second EAGE Digitalization Conference & Exhibition | Browse Papers from the First EAGE Workshop on Optimizing Project Turnaround Performance on EarthDoc | Extensive Courses on Machine Learning | Reserve your Seat at the First EAGE Digital Subsurface Conference | Still Time to Submit your Abstract for the Data Science in Oil and Gas 2021 Conference | Geo-Cracking with EAGE Communities | Inspiring Days

Digital Newsletter #10 – April 2021 

Browse Papers from the Second EAGE Workshop on Machine Learning on EarthDoc | Finalize your Abstracts for the 82nd EAGE Annual | Extensive Online Courses on Machine Learning | Members, Join our Free DLP Webinar on Data Science | Deadline to Submit Abstracts for Digital Subsurface Conference is Coming Soon | Knowledge Transfer from EAGE AI Professionals to Community | Great Deal for E-Bookworms

Digital Newsletter #9 – March 2021 

Address Digitalization at the EAGE Annual 2021 – Now on the new October Dates | Data in Near Surface Geoscience 2021 | Our Extensive Courses are Up and Running | New Education Packages Applicable to IOSCs and Online EETs | Four Keynotes to Enrich the Second EAGE Workshop on Machine Learning | Data Science in Oil and Gas 2021 | Upcoming Student e-Summit on Best Practices in Online Team Work | Tell us about your Experience with EarthDoc | The AI Committee is Preparing a Workshop at the Annual | How-To-Videos: New Series on Chairing a Good Session Released

Digital Newsletter #8 – February 2021 

Getting the Most out of your Membership | Submit Your Abstracts on Data Analysis for NSG2021 | Boost your Machine Learning Skills & Knowledge | The Call for Abstracts for the Second EAGE Digitalization Conference & Exhibition is Open | The Technical Programme of Optimizing Project Turnaround Performance Workshop is Live | A Hands-on Complimentary Module to Enrich the 2nd EAGE Workshop on Machine Learning | Call for Abstracts Still Open for the First EAGE Digital Subsurface Conference in Latin America | Join the AI Community

Digital Newsletter #7 – January 2021 

Join or Renew your Membership Today | Finalize your Abstracts for the 2021 Annual Conference | First Two Extensive Online Courses on Machine Learning | Join 2021 Laurie Dake Challenge | Get Ready for the 2nd EAGE Digitalization Conference & Exhibition | Only a few Days Left to Join the Discussions on Machine Learning at a Reduced Fee | First EAGE Digital Subsurface Conference in Latin America: Call for Abstracts is now Open | Join the A.I. Community in 2021 | Publish in First Break | EAGE Extends EarthDoc Reach with Machine Learning Partnerships

Digital Newsletter #6 – December 2020 

Addressing Digitalization at the EAGE Annual 2020 Online | Data in Near Surface Geoscience 2020 | Renew your Membership Today! | We’ve Opened the Call for Abstracts for the 2021 Annual Conference | What is the Value of Data in Earth Sciences? | Two Workshops Coming Soon Online under the Sign of Digitalization | Discover the latest developments in Geophysical Monitoring Technologies at EAGE GeoTech 2021 | What Artificial Intelligence can do for Geoscience

Digital Newsletter #5 – November 2020 

Data, Computer Science, and Digitalization at the EAGE 2020 Annual Conference & Exhibition | Data in Near-Surface Geophysics at NSG2020 | Insights on Geostatistical Concepts and Algorithms in Geomodelling Workflows | EAGE Digital 2020 Approaching Soon! | Online Event on Active Integration of Sub-surface Data: Building the Bridge from Geophysics to Well and Reservoir Management | What Artificial Intelligence can do for Geoscience | Reading on Stochastic Reservoir Modelling

Digital Newsletter #4 – October 2020 

Welcome to EAGE Digital 2020 – Now Online | More Insights on Geostatistics | Data Science in Oil & Gas Conference is Fast Approaching | Workshop on Applied Data Science | Communities at Work Around AI | Still time to Submit Your Nominations to the 2021 Awards | Reading on Digital Geology

Digital Newsletter #3 – September 2020 

A Strategic and a Technical Workshop Coming Soon in Vienna under the Sign of Digitalization | Join Upcoming Online Interactive Short Courses on Data Science | Data Science Goes to Moscow | EAGE & SEG Workshop to Focus on Smart Cities | AI and Machine Learning under the Spotlight in Amsterdam | Back to the Future with an e-Summit Flashback | Communities at Work Around AI

Digital Newsletter #2 – August 2020 

EAGE Digital 2020: Technical Programme at a Glance | Data Science is Back on the Calendar: Join Upcoming Online Interactive Short Course | Learn more about Data, Computer Science, and Digitalization at the EAGE Annual 2020 | 17th European Conference on the Mathematics of Oil Recovery Now Online | Two Months of Opportunities for AI and Machine Learning | Learn How Digital Transformation Using Subsurface Data Creates Value in O&G Industry | August Student e-Summit on Digitalization | Leveraging Geophysics with AI: Join the Next Community Event | EAGE Communities Embrace Digitalization | More Papers on Digitalization on First Break

Digital Newsletter #1 – July 2020 

Define Future of Energy at EAGE Digital 2020 | Step Into Data Science through EAGE Interactive Online Short Courses | Add Machine Learning Tools to Your Portfolio | Introducing the First Digital Subsurface Conference for Asia Pacific | Coders Welcome | The 2021 Awards Await Your Nominations | Join the Network of EAGE A.I. Professionals | First Break Special Topic July 2020 ‘Machine Learning’

2021

Siddharth Misra

Prof Dr Siddharth Misra’s research focuses on improving subsurface characterization and prospect evaluation for the exploration of hydrocarbons, minerals and water resources.

His major contribution is in the theory of electromagnetic responses of geological formations to various charge polarization phenomena. The theory has enabled him to introduce a multi-frequency electromagnetic log-inversion technique to remove dielectric effects for improved estimation of hydrocarbon pore volume.

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