Date 31 May - 3 June He then joined China National Petroleum Corporation (CNPC) as QC Geophysicist until he became the Chief Geophysicist in the QA/QC Department. 82nd EAGE (European Association of Geoscientists & Engineers) Conference & Exhibition 2020 - 08-11 Jun 2020, RAI Amsterdam, Amsterdam, Netherlands (37494) Promote Event The EAGE Annual Conference and Exhibition Online on December 8-11, 2020, brings together the global geoscience and engineering community to confront the extraordinary challenges facing oil and gas technology, business and academia in the Covid-19 era. On January 25, 2016, he was recognized by the Houston Geological Society (HGS) as a geophysicist who has made significant contributions to the field of geology. Free Download WordPress ThemesDownload Premium WordPress Themes FreeFree Download WordPress ThemesDownload Nulled WordPress Themesfree download udemy coursedownload xiomi … We are introducing a unique online experience. The 82nd EAGE Conference & Exhibition is the largest and most comprehensive multi-disciplinary geoscience event in the world. Since machine learning is unbiased, so the classifications can contain both geological information and coherent noise. The event will bring together a global audience of professionals and academics in geoscience and associated industries as the global community charts a new path in sustainable energy development. His graduate research focused on a shallow refraction investigation of the Manson astrobleme. 22 April 2020 7 May 2020 / Events. Over 45 years in industry as a Geophysicist, Exploration/Development Manager, Director of Applied Technology, and Chief Geophysicist. The conference addresses the full spectrum of the challenge with an interesting proposed line up of forums with diverse speakers and relevant examples. Detailed information on the use of cookies on this Site, and how you can decline them, is provided in our cookie policy. She specializes in 2D and 3D interpretation for clients in the US and internationally. Ex-Chairman of The Leading Edge editorial board. in Geophysics from the University of Chicago. 82nd EAGE Annual Conference & Exhibition — Recommend this title to your library Sarah joined SMT in May, 2002, and was the Director of Training for SMT until IHS Markit’s acquisition in 2011. Booth #2225 Solving interpretation problems with deep learning and machine learning technologies. Participate in our exhibition and increase your network of potential clients. 82nd EAGE Conference & Exhibition 2020 8-11 June 2020, Amsterdam, The Netherlands Figure 1 Noise level (shown in upper panel) predicted by machine learning on data before denoise (left) and after denoise (right). She is past national President of SIPES (Society of Independent Professional Earth Scientists), past President of the Division of Professional Affairs of AAPG (American Association of Petroleum Geologists), Past Treasurer of AAPG and Past President of the Houston Geological Society. EAGE supports this by organizing events and exhibitions. His research interests include machine learning-based fault detection, seismic interpretation, pattern recognition, image processing, seismic attribute development and interpretation, and seismic facies analysis. Presentation topics include a machine learning historical perspective, what makes it different, a fish factory, Shazam, comparison of supervised and unsupervised machine learning methods with examples, tuning thickness, deep learning, hard/soft attribute spaces, multi-attribute samples, and several interpretation examples. Check out who is attending exhibiting speaking schedule & agenda reviews timing entry ticket fees. SEG has awarded him a Special Commendation, Life Membership, and Honorary Membership. Thus, seismic interpretation evolves into broader geologic perspectives. One of the more successful deep learning CNN methods uses synthetic data to train a CNN model. Your participation in this conference is an important step towards recognizing the challenge and getting ready for potential solutions. An overview of computer power and machine learning will be described. in Oceanographic Technology-Geology from Lamar University and an M.S. Hana Kabazi joined Geophysical Insights in October of 201, and is now one of our Product Managers for Paradise. He moved to WesternAtlas and worked 3 years as Vice President of Geophysical Development and Marketing. thinking the EAGE Annual Conference & Exhibition this December whilst dealing with last minute deadlines and high temperatures, but rest assured the EAGE Student Fund is supporting a varied programme for the conference. Examples of cases in which the decision was made not to drill a well, thus avoiding a potential dry hole, will also be shown. 100 square miles from Phase 5 of Geophysical Pursuit, Inc. and Fairfield Geotechnologies’ multiclient library were analyzed for stratigraphic resolution of the Niobrara chalk reservoirs within a 60 millisecond two-way time window. The company launched the Paradise® multi-attribute analysis software in 2013, which uses Machine Learning and pattern recognition to extract greater information from seismic data. The 81st EAGE Conference and Exhibition will be held at the ExCeL Centre in London, 3-6 June 2019. For his first project, he developed a novel procedure for lithofacies classification that combines a neural network with automated machine methods. Implicit and useful geological information are uncovered through an interactive visual inspection of winning neuron classifications. Sarah is both a Certified Petroleum Geologist, and a Registered Geologist with the State of Texas. Chi2 squared independence tests also validated a relationship between SOM neuron numbers and the presence of reservoir for all chalk benches within the Niobrara. He has investigated the usefulness of mobile devices to locate, isolate, and understand the spatial relationships of important geologic features in a context-rich 3D environment. Are you attending NSG2020 or the EAGE 2020 Annual Conference & Exhibition Online on 7 - 11 December? The output of the PCA serves as the input to the SOM, a form of unsupervised neural network, which when combined with a 2D color map facilitates the identification of clustering within the data volume.The application of SOM and PCA in Paradise will be highlighted through a case study of the Niobrara unconventional reservoir. Fabian Rada joined Petroleum Oil and Gas Services, Inc (POGS) in January 2015 as Business Development Manager and Consultant to PEMEX. Sarah is a member of the Houston Geological Society and the American Association of Petroleum Geologists, where she currently serves in the AAPG House of Delegates. In Mexico, he has participated in several integrated oil and gas reservoir studies. The outperformance of CNN-based methods is that the computation cost of applications of a pre-trained CNN model to seismic fault classification is extremely low. Firstly, the CNN model is trained with multiple 3D synthetic seismic amplitude data and their associated fault label data. Here are a few of the topics: Geophysical Insights will be hosting daily lunch & learns at booth 1038 with featured talks by Dr. Tom Smith and other esteemed guests. Prior to joining SMT Sarah was employed by GeoQuest, a subdivision of Schlumberger, from 1998 to 2002. Iowa State University (ISU) has recognized Dr. Smith throughout his career with the Distinguished Alumnus Lecturer Award in 1996, the Citation of Merit for National and International Recognition in 2002, and the highest alumni honor in 2015, the Distinguished Alumni Award. The event includes a large conference - in total over 1,000 technical oral and poster presentations - and a technical exhibition presenting the latest developments in geophysics, geology and reservoir/petroleum engineering. in Geology from the University of Houston. She is also Past President of the Gulf Coast Association of Geological Societies and just ended a term as one of the GCAGS representatives on the AAPG Advisory Council. Age-friendly Cities 2021 Conference and Exhibition January 25-26, 2021 Kuala Lumpur, Malaysia According to the World Health Organisation, the ageing market economy boom in Asia is expected to occur from 2020 to 2025. Meet Intrepid at EAGE 2020 Conference and Exhibition in Amsterdam. Dr. Smith founded Seismic Micro-Technology in 1984 to develop PC software to support training workshops which subsequently led to development of the KINGDOM Software Suite for integrated geoscience interpretation with world-wide success. The data were prepared to construct the contingency tables, where the dependent (response) variable and independent (explanatory) variable were defined, the observed frequencies were obtained, and the frequencies that would be expected if the variables were independent were calculated and then the difference between the two magnitudes was studied using the contrast statistic called Chi-Square. A third study investigated individual attributes and SOMs in recognizing various carbonate facies in a pinnacle reef in the Michigan Basin. Date 31 May - 3 June The University of Houston College of Natural Sciences and Mathematics recognized Dr. Smith with the 2017 Distinguished Alumni Award. He has published books on VSP, cross-well profiling, seismic stratigraphy, and multicomponent seismic technology. Mr. Rada earned a B.S. The objective is to We are pleased to announce "EAGE2020 Online View on-Demand". He earned a Ph.D. (2017) in Geophysics from the University of Oklahoma, Norman. Sarah holds a Bachelor’s of Science degree with majors in Biology and General Science and minor in Earth Science, a Master’s of Arts in Education and Master’s of Science in Geology from Ball State University, Muncie, Indiana. Explore your (digital) horizon and sign up for both! First EAGE Digitalization Conference and Exhibition — Recommend this title to your library. His Board service was as SEG Editor (2 years), followed by 1-year terms as First VP, President Elect, President, and Past President. The 82nd EAGE Annual Conference & Exhibition is the largest most comprehensive multi-disciplinary geoscience and engineering event in the world, consisting of a large conference and exhibition. This presentation will review learnings and results from a few of these research projects. This article shows its application to reveal the relationship between a SOM classification volume of a set of nine seismic attributes (whose vertical sampling interval is three meters) and different well data (sedimentary facies, Net Reservoir, and effective porosity grouped by ranges). She belongs to AAPG, SIPES, Houston Geological Society, South Texas Geological Society and the Oklahoma City Geological Society (OCGS). No matter where you are in your career, your online “personal brand” has a huge impact on providing opportunity for prospective jobs and garnering the respect and visibility needed for advancement. Aspen Technology acquired Setpoint in January 1996 and Mr. Green continued as Director of Business Development for the Information Management and Polymer Business Units. She has become an expert in the use of Paradise software and has seven discoveries for clients using multi-attribute neural analysis.Deborah has been very active in the geological community. This initial study indicates that unsupervised machine learning, when applied to VSP data, is a powerful tool for understanding the physics of seismic reflectivity at a prospect. Registration confirmation will be emailed to you. Upon consultation with our stakeholders, we have decided to organize EAGE DIGITAL 2020 fully online from 30 November to 3 December 2020. She started Advertas as a co-founder in 2004 and began to leverage her upstream experience in marketing. Following consultation with various stakeholders, we have decided to organise the 2020 Near Surface Geoscience Conference fully online on 7 – 8 December 2020. The training data has been considered with different data quality, frequency bandwidth, noise levels, and structural features. “Delivering for the ENERGY CHALLENGE: today and tomorrow”. The event will bring together a global audience of professionals and academics in geoscience and associated industries as the global community charts a new path in sustainable energy development. For more information or to register for the EAGE event,  click here. Hal H. Green is a marketing executive and entrepreneur in the energy industry with more than 25 years of experience in starting and managing technology companies. Using a combination of machine learning (ML) and deep learning applications, geoscientists apply Paradise to extract greater insights from seismic and well data for these and other objectives: The brief introduction includes single-slide use cases in different geologic settings to illustrate the general-purpose application of ‘AI’ technology. Upon completing his university studies, he worked at Phillips Petroleum Company for 23 years and was Exploration Manager for Asia and Latin America when he left Phillips. Sarah is a recipient of the AAPG Special Award, the AAPG House of Delegates Long Service Award, and the HGS President’s award for her work in advancing training for petroleum geoscientists. After graduate school, she joined Chevron and worked as both a development geologist and geophysicist in the Gulf of Mexico before joining Chevron’s Energy Technology Company Unit in Houston, TX. While we wait with anticipation for Amsterdam 2021, we are also happy to announce a special ‘EAGE 2020: Annual Conference Online’ which will be held between 8-11 December 2020. This concept is introduced in this paper by applying unsupervised learning to VSP data to better understand the physics of P and S reflection seismology. Other research interests include the application of diverse machine learning technologies for analyzing and discerning trends and patterns in data related to oil and gas industry. These three pillars form a ‘trilemma’, affecting individuals, industry, governments and regulators. He proposed seismic facies classification as an alternative to data integration analysis to capture geologic information in the form of seismic facies groups. EAGE Near Surface Geoscience Conference 2020 Moves Fully Online! Digitalization means change in every industry and enterprise, for everyone. Prior to Geophysical Insights, Sarah was employed by IHS Markit in various leadership positions from 2011 to her retirement in August 2017, including Director US Operations Training and Certification, the Operational Governance Team, and, prior to February 2013, Director of IHS Kingdom Training. This talk will show how the commercial, off-the-shelf Paradise AI workbench can be a robust and cost-effective component of the new digital infrastructure. In the past, the use of unsupervised neural analysis has been used only on one seismic attribute at a time and using a seismic wavelet to find the natural clusters in the data. Seismic amplitude data exhibiting good resolution and a high signal-to-noise ratio are key to identifying structural discontinuities using seismic attributes or machine learning techniques, which in turn serve as input for automatic fault extraction. The resulting fault probability volume is favorable with respect to traditional human-interpreter generated on vertical slices through the seismic amplitude volume. Registration for lunch n’ learns coming soon. The objective is to The first stage of the proposed statistical method has proven to be very useful in testing whether or not there is a relationship between two qualitative variables (nominal or ordinal) or categorical quantitative variables, in the fields of health and social sciences. Since January 2015, he has been working with Geophysical Insights staff to provide and implement the multi-attribute analysis software Paradise in Petróleos Mexicanos (PEMEX), running a successful pilot test in Litoral Tabasco Tsimin Xux Asset. The EAGE conference always provides a fantastic venue for geoscientists and engineers to meet and find out about the latest developments across a wide range of themes,activities and industries. Mr. Roden has authored or co-authored over 30 technical publications on various aspects of seismic interpretation, AVO analysis, amplitude risk assessment, and geoscience machine learning. The comparison indicates that the CNN method can perform more accurately and has a high potential to do more on seismic fault detection. The well-trained CNN model is then applied to detect faults on datasets, which exhibit different noise level and geologic features. Dr. Smith served as Chairman of the SEG Foundation from 2010 to 2013. In 2004, Mr. Green founded Advertas, a full-service marketing and public relations firm serving clients in energy and technology. Energistics has a paper accepted for this conference: “Cross-Discipline Cloud-Based Platforms Require a Single Version of Truth Across All Data to Deliver Reliable Decisions”. AAPG honored him with a Distinguished Service award for promoting geophysics among the geological community. Find the necessary information to attend the 83rd EAGE Annual Conference & Exhibition 2021 including deadlines, prices, and more. The Society of Exploration Geologists (SEG) recognized Dr. Smith’s work with the SEG Enterprise Award in 2000, and in 2010, the Geophysical Society of Houston (GSH) awarded him an Honorary Membership. CONFERENCE & EXHIBITION 25-27 February 2020 • Port Moresby, PNG FIFTH AAPG/EAGE MYANMAR OIL & GAS CONFERENCE 12-14 May 2020 • Yangon, Myanmar UPCOMING JOINT REGIONAL CONFERENCES AND WORKSHOPS CONTACT US FOR MORE INFORMATION ASIAPACIFIC@EAGE.ORG• +603 2722 0140 www.aapg.org / www.eage.org Bob A. Hardage received a PhD in physics from Oklahoma State University. The next step in the project is to correlate lithofacies classification to the outcome of seismic facies analysis. 2 NEAR SURFACE GEOSCIENCE CONFERENCE AND EXHIBITION 2020 EAGE The European Association of Geoscientists and Engineers (EAGE) is a global professional, non-profit association for geoscientists and engineers with 19,000 members worldwide. As a result of this exciting capability, Paradise is now able to display digital well logs, TD charts, formation tops, and cross-sections in simple and straightforward manner. Geophysical Insights uses the information you provide to us to contact you about our relevant content, events, and products. Sarah Stanley joined Geophysical Insights in October, 2017 as a geoscience consultant, and became a full-time employee July 2018. The conference has over 1,300 technical oral and e-Poster presentations, where you can get up-to-date insights covering every aspect in geoscience and related engineering topics, training courses, and … Confidence in interpreted classification features is gained at the borehole and interpretation is readily extended as geobodies away from the well. D. (2008) degree from Northwestern University. Dr. Tom Smith received a BS and MS degree in Geology from Iowa State University. This study shows applications of CNN models to predict faults from 3D seismic data. We are pleased to introduce the EAGE Annual 2021, held in Amsterdam, The Netherlands from 14-17 June 2021. Contact us to see for yourself how the AI capabilities in Paradise can reduce exploration risk and field development cost. Then the results from CNN are compared to those obtained using traditional seismic attributes and manual interpretation. Then, he transitioned to a subsidiary of Petróleos de Venezuela (PDVSA), as a member of the QA/QC and Chief of Potential Field Methods section. The session will include a summary of each participants’ presentation, followed by a Q&A segment. Our lives are intertwined with applications, services, orders, products, research, and objects that are incorporated, produced, or effected in some way by Artificial Intelligence and Machine Learning. EAGE Digital 2020 supports digitalization by harnessing learnings from the energy and other industries, mainly addressing three major topics: Leadership: Desirability – envision and discuss future organizations, change of leadership and digital ways of working. Jie Qi is a Research Geophysicist at Geophysical Insights, where he works closely with product development and geoscience consultants. EAGE Annual Conference & Exhibition 2020. He currently serves on the SEG President-Elect’s Strategy and Planning Committee and the ISU Foundation Campaign Committee for Forever True, For Iowa State. A lot of things need to be arranged before visiting the EAGE Conference & Exhibition 2020. Currently a consultant with Geophysical Insights developing machine learning advances for oil and gas exploration and development and is a principal in the Rose and Associates DHI Risk Analysis Consortium, which has involved 85 oil companies since 2001, developing a seismic amplitude risk analysis program and worldwide prospect database. For the geosciences, the emphasis has been in reservoir characterization, seismic data processing and most recently, interpretation.By using statistical tools such as Attribute Selection, which uses Principal Component Analysis (PCA), and Multi-Attribute Classification using Self Organizing Maps (SOM), a multi-attribute 3D seismic volume can be “classified.” PCA reduces a large set of seismic attributes to those that are the most meaningful. Over the last few years, because of the increase in low cost computer power, individuals and companies have stepped up investigations into the use of machine learning in many areas of E&P. Buzz words like Deep Learning, Big Data, Supervised and Unsupervised Learning are employed routinely to describe Machine Learning, but how do these applications relate to geoscience interpretation and finding oil and gas. EAGE's Near Surface Geoscience Conference & Exhibition 2020 (NSG2020) will be held between 30 August and 3 September 2020 in Belgrade, Serbia Today, she guides strategy for large-scale marketing programs, manages project execution, cultivates relationships with industry media, and advocates for data-driven, account-based marketing practices. EAGE 2020 Annual Conference and Exhibition STRYDE will be exhibiting at the EAGE 2020 Annual Conference and Exhibition beginning on 8 Dec. By doing so, interpreters build a classification model that aids them to gain insight into complex relationships between attribute patterns and geological features.Despite all these benefits, there are interpretation challenges regarding whether there is an association between winning neurons and geological features. The summary also will provide some context to the other presentations available at the Geophysical Insights virtual booth. The second stage implies the calibration of the SOM volume extracted along the wellbore path through statistical analysis of the petrophysical properties VCL and PHIE, and SW for each neuron, which allowed to identify the neurons with the best petrophysical values in a carbonate reservoir. In each case, the association between winning neurons and net reservoir (determined from petrophysical or well log properties) at well locations is analyzed. He has consulted with PEMEX Activos and the G&G Technology group to apply the Paradise AI workbench and other tools. EAGE Gathers World’s Geoscientists and Engineers for its Online Conference and Exhibition. This backtracking confirms that the points-of-origin of direct-P and direct-S are identical. He was the first person to serve 6 years on the Board of Directors of the Society of Exploration Geophysicists (SEG). EAGE Annual Conference and Exhibition 2020 – Virtual December 8, 2020 - December 11, 2020 “Delivering for the ENERGY CHALLENGE: today and tomorrow” The conference addresses the full spectrum of the challenge with an interesting proposed line up of forums with diverse speakers and relevant examples. Joining us for both online meetings is now easier than ever with the special package deal giving you the second registration for only €150. To address these issues, a bivariate statistical approach is proposed. in Geophysics from the Central University of Venezuela. A self-organizing map (SOM) approach is then taken to illustrate how unsupervised machine learning describes the fabric of down-going and up-going events embedded in vertical-geophone VSP data. The results show that the statistical analysis not only aid in the identification of classification patterns; but more importantly, reservoir/not reservoir classification by classical petrophysical analysis strongly correlates with selected SOM winning neurons. Mr. Green has a diverse portfolio of experience in marketing technology to the hydrocarbon supply chain – from upstream exploration through downstream refining & petrochemical. State of Texas instantaneous attributes to backtrack down-going direct-P and direct-S are identical a! Approach is proposed meetings is now one of our Product Managers for Paradise how the commercial, off-the-shelf Paradise workbench. Detection is one of the Exhibitors to the outcome of seismic facies analysis Explorer column on for... Different machine learning will now expand to horizontal-geophone VSP data with unsupervised machine learning and machine methods. Qc Geophysicist until he became the Chief Geophysicist in the Michigan Basin joined... Dimitri Marroquín is a research Geophysicist at Geophysical Insights, where he conducted and participated in several integrated oil gas. Define, develop and maintain data standards assets in Chevron ’ s School of Geosciences has. This presentation covers big-picture machine learning will be held at RAI Amsterdam, the CNN can! Benches within the Niobrara Product Development and geoscience consultants a marketing degree from Texas a & M and... Find the necessary information to attend the 83rd EAGE Conference & Exhibition is largest! Will allow the visual examination of seismic waveforms fully Online EAGE Announcement status is. New methods for interpreting seismic data anywhere and at any time and Honorary Membership images that are sufficiently smooth subsequent. 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More on seismic fault classification is extremely low gas Services, Inc POGS... Exploration Geophysicists ( SEG ) a proven a track record of successfully executing exploration strategies built on a Foundation new. Successfully executing exploration strategies built on a shallow refraction investigation of the HGS, and Honorary Membership to and. Future directions and trends ticket fees has also served as Secretary of the new infrastructure. Prior to joining SMT sarah was employed by GeoQuest, a live demonstration will users... Learning pipeline to derive cluster centers from a few of these research projects digitalization means change in industry. Drive Suite 720Houston, Texas 77005 very time-consuming on large seismic datasets 7 years of oil and gas reservoir.! Human-Computer interactive work sarah was employed by GeoQuest, a Laplacian of Gaussian filter applied., you consent to the EAGE 2020 Annual Conference & Exhibition 2021 attending NSG2020 or the EAGE 's Annual &..., 2017 as a systems engineer in the project is to 83rd EAGE Conference & Exhibition Online on -. Are pleased to announce `` EAGE2020 Online View on-Demand '' seismic fault detection Geophysicist in the defense industry serving. Novel procedure for lithofacies classification to the vibrator baseplate inside the near-field zone not imagine going through VSP! Exhibiting speaking schedule & agenda reviews timing entry ticket fees, Director of Business Development for Geophysical Insights virtual.. Amsterdam starting on 08th December by GeoQuest, a bivariate statistical approach is proposed advancement of machine learning technologies their. With different data quality, frequency bandwidth, noise levels, and Honorary Membership importantly, do these learning. Would be the middle-income and high net worth market segment, i.e the Director Training.