Thomas Smith

From SEG Wiki
Jump to navigation Jump to search
Thomas Smith
Tom Smith.jpg
Latest company Geophysical Insights
BSc Geology
MSc Geology
PhD Geophysics
BSc university Iowa State University
MSc university Iowa State University
PhD university University of Houston

Tom Smith has been at the forefront of technological developments for seismic interpretation, enabling geoscientists to work more effectively. He is the founder and former president of Seismic Micro-Technology (SMT)and subsequently, Geophysical Insights, both international providers of software systems for seismic interpretation in the oil and gas industry (incorporated in 1984[1] and 2008, respectively). SMT was the incubator for Smith to launch the Kingdom seismic interpretation software, now widely used in the industry. In 2007, Smith sold the majority of stock in the company to a group of investors, while retaining a position on the SMT’s Board of Directors. In 2009 he founded Geophysical Insights, a Houston firm engaged in research, development, and application of unsupervised neural networks for advanced seismic interpretation, among other advanced geophysical analysis methods and tools.[2][3][4][5] Paradise, the company's flagship software product, incorporates machine learning methods for multi-attribute analysis. The technology extracts greater insights from seismic data by analyzing multiple attributes simultaneously.

Smith received the Bachelor of Science and Master of Science degrees in Geology at Iowa State University. His MS research was in shallow refraction investigation of the Manson astrobleme.[citation needed] In 1971 Smith joined Chevron Geophysical and worked as a geophysicist in seismic processing and software development until 1980. In 1981 Smith earned a Ph.D in geophysics from the University of Houston under Fred Hilterman. After receiving the degree, he launched a consulting and teaching practice in seismic interpretation, seismic acquisition and seismic processing through OGCI (now PetroSkills). From 2008 until the present, Smith leads a team of interpreters and computer scientists at Geophysical Insights in developing advanced technologies for fundamental geophysical problems.

He has been a member of the Society of Exploration Geophysicists (SEG) since 1967 and served as chairman for the SEG Foundation Board of Directors from 2010 to 2013. The Geophysical Society of Houston (GSH) awarded him Honorary Membership in 2010 and the SEG awarded Smith the SEG Enterprise Award in 2000.[6] Iowa State University awarded Smith the Citation of Merit for National and International Recognition in 2002 and Distinguished Alumnus Lecturer Award in 1996. He also served on the College of Liberal Arts and Sciences Dean’s Advisory Board and the ISU Foundation Board of Governors. SMT received a GSH Corporate Star Award in 2005 and Smith continues to be active in several SEG committees. In 2016, the Houston Geological society recognized Tom as an HGS Legend for his contributions to the industry. He is an active member of the Houston Geologic Society, European Association of Geoscientists and Engineers, Society of Independent Professional Earth Scientists, American Association of Petroleum Geologists, Sigma Xi, The Scientific Research Society, Seismological Society of America and the American Geophysical Union.[citation needed]

Geophysical Insights

Geophysical Insights was founded in 2008 in Houston, Texas, by Dr. Thomas A. Smith with the vision of applying machine learning to seismic interpretation to reduce the risk of oil and gas exploration and the cost of field development. Shortly after launching the company, Dr. Smith assembled a team of geoscientists and interpretation software specialists to develop the next generation of seismic interpretation software. The group’s mission was to apply machine learning to the problem of seismic interpretation and deliver the new capability in an off-the-shelf, commercial software product that could be used by any geoscientist. The new AI workbench, branded as Paradise®[1], would feature an intuitive interface that guided geoscientists in applying machine learning to many different types of geologic and stratigraphic investigations. Over three years in development, including a year of field trials, Paradise was launched as a commercial product at the Society of Exploration Geophysicists (SEG) Annual Convention in 2013 and has since seen steady adoption worldwide, including by national oil companies (NOCs) and international oil companies.

Paradise® AI workbench

Geophysical Insights develops and markets the Paradise AI workbench for seismic interpretation, which applies machine learning technologies on seismic and well data to reveal more significant insights in the data versus traditional seismic interpretation tools.   Paradise uses combinations of supervised and unsupervised machine learning algorithms that are enabled by GPU computing. Applications in the current (version 3.3) release of Paradise include seismic Attribute Generation, Attribute Selection, Multi-Attribute Classification, automatic Fault Detection, seismic Facies Classification, and Machine Learning Geobodies.

Seismic interpreters apply the different tools in Paradise either singularly or in combinations according to the geologic or stratigraphic investigation performed. Built for large datasets, the software scales from a single workstation to an enterprise.  The typical deployment is a client-server configuration where multiple geoscientists collaborate on a shared set of seismic surveys and well data.

Paradise is the only commercial software product that incorporates the spectral decomposition and geometric seismic attributes from the AASPI Consortium at the University of Oklahoma.  Including single-trace attributes, Paradise has a library of over 100 seismic attributes that can be generated in the software and used by machine learning algorithms.  The library of spectral decomposition and geometric attributes are being migrated to GPU processing in Paradise, enabling these compute-intensive attributes to generate at 50X speed compared to multi-core CPU computing.  


  • The University of Houston College of Natural Sciences and Mathematics, Distinguished Alumni Award, 2017.[2]
  • Houston Geological Society, Geophysicist who has made important contributions to the field of Geology, 2016
  • Iowa State University Distinguished Alumni Award, 2015
  • Iowa State University Citation of Merit for National and International Recognition, 2002
  • Geophysical Society of Houston Honorary Membership, 2010
  • Society of Exploration Geophysicists Enterprise Award, 2000,[3]
  • Iowa State University Distinguished Alumnus Lecturer Award, 1996


"Geologic pattern recognition from seismic attributes: Principal component analysis and self-organizing maps." Interpretation, Vol 3, No. 4 (November 2015); p. SAE59-SAE83. doi: 10.1190/INT-2015-0037.1.

"Delighting in Geophysics." GeoExpro, Vol. 11, No. 4 (September 2014); p.104.

Dutta, A. "From Insights to Foresights." New Technology Magazine (October 2011); p.15-16.

Smith, T., Sacrey, D. "Seismic attribute analysis can benefit from unsupervised neural network." Offshore (September 2011); p. 24-25.

Kliewer, G. "Neural network notices anomalies in seismic data." Offshore (September 2011); p.26.

Smith, T., "Unsupervised neural networks—disruptive technology for seismic interpretation." Oil and Gas Journal (October 4, 2010).

Smith, T., Neidell, N. "Improved seismic resolution of stratigraphically complex reservoirs through modeling and color displays." SEG Technical Program Expanded Abstracts (1990); p. 357. doi: 10.1190/1.1890196.

Smith, T., Sendlein, L. "An Algorithm for the Best Fit Solution of a System of Linear Regression Equations for Seismic Refraction Data." GEOPHYSICS, Vol. 38, No. 6 (December 1973); p. 1062-1069. doi: 10.1190/1.1440396.

Biography Citation for the Cecil Green Enterprise Award

Contributed by Elwin Peacock

Tom Smith’s development of the Kingdom Suite significantly impacted our profession in at least two important ways: First, bringing an interpreter’s perspective to a complex but inexpensive software package enabled exploration independents and consultants to compete using affordable, state-of-the-art technology. Second, contributing more than 700 Kingdom systems to colleges and universities has allowed our next generation of geophysicists to be trained in practical interpretation. Kingdom is a true entrepreneurial success story—more than 1300 commercial systems are currently in use. Tom, born in Boone, Iowa and raised in Lake Okoboji, received bachelor’s and master’s degrees in geology at Iowa State University. He joined Chevron as a geophysicist and continued his studies at the University of Houston at night school. Milton Dobrin, whose classic text was used in Tom’s only course in geophysics at Iowa State, was teaching at Houston. Tom immediately enrolled in Dobrin’s courses. Fred Hilterman encouraged him to pursue his doctorate and Tom was the second applicant for a PhD in geophysics at the university.

After 10 years of full and part-time study, Tom received his doctorate in 1981. Chevron wanted him to do research in La Habra, but he decided to become a consultant, stay in Houston, and supplement his income by teaching geophysics courses for GeoQuest and OGCI. He had always had it in mind to develop a PC-based interpretation tool but PCs were hard to find, no hard drives were available, and DOS was the only operating system. He started Seismic MicroTechnology in 1984 in a small office. When the industry collapsed in 1986, Tom’s office shifted to a bedroom at his home. Tom’s first programs were written in DOS. When Windows became available in 1994, he and his first staff, Larry Wipperman and Christopher Lewis, converted to the more user-friendly Windows and 3dPAK was born. Chevron bought his first DOS system, helping to validate Kingdom. Tom’s midwestern background taught him that service is the most important part of any product. When you call SMT for help, talented and patient people work with you to solve any problem, no matter how complex or simple. At SMT seminars or user-group meetings, you will see Tom writing down suggestions from clients. The next version of the software will probably include many. You get fast turnaround on good ideas.

Tom’s leadership makes SMT, a debt-free company with approximately 40 employees, an outstanding place to work. He gives people the opportunity to grow, believes work should be fun, has a great sense of humor, is always smiling, and loves to laugh. He is intelligent and understanding. He loves to teach and to share knowledge. The unrestricted grants of Kingdom systems to schools, including training and maintenance, are evidence of this commitment.

Tom’s approach to business is unique in this era of wealth from technology. He is the sole owner of SMT and, thus, can run it as he sees fit, answering only to clients and technological change, and not to stockholders, stockbrokers, or government regulators. Tom’s wife of 30 years and business partner, Evonne, an Iowa farm girl, worked as a clothing designer in Denver before going back to Iowa to marry Tom. She has a keen business sense and probably knows more about SMT’s operations than Tom. She has worked as a bookkeeper, secretary, office manager, and in sales since they started the company. Exploration geophysics will always be a great profession if we continue to attract personable, practical, intelligent people like Tom Smith.


External links

find literature about
Thomas Smith
SEG button search.png Datapages button.png GeoScienceWorld button.png OnePetro button.png Schlumberger button.png Google button.png AGI button.png