{"id":15,"date":"2013-05-31T11:58:45","date_gmt":"2013-05-31T11:58:45","guid":{"rendered":"http:\/\/impreza.us-themes.net\/pages\/services\/"},"modified":"2020-10-26T15:45:21","modified_gmt":"2020-10-26T15:45:21","slug":"technology","status":"publish","type":"page","link":"https:\/\/biodentify.ai\/pages\/technology\/","title":{"rendered":"Technology"},"content":{"rendered":"<section class=\"l-section wpb_row height_small\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row type_default valign_top\"><div class=\"vc_col-sm-12 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"wpb_text_column\" ><div class=\"wpb_wrapper\"><h2 style=\"text-align: center;\"><span class=\"highlight highlight_primary\">Technology<\/span><\/h2>\n<h4 style=\"text-align: center;\">Our revolutionary method in oil and gas exploration uses high-end computing and machine learning to analyze hundreds of thousands of bacterial species<\/h4>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"l-section wpb_row height_auto\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row type_default valign_top\"><div class=\"vc_col-sm-12 wpb_column vc_column_container\"><div class=\"vc_column-inner us_custom_cf6aade9\"><div class=\"wpb_wrapper\"><div class=\"w-video align_left ratio_16x9\"><div class=\"w-video-h\"><iframe src=\"\/\/www.youtube.com\/embed\/9B5uDrLi0_o?autoplay=0&controls=0&origin=https%3A%2F%2Fbiodentify.ai\" allowfullscreen=\"1\"><\/iframe><\/div><div class=\"w-video-icon\" style=\"font-size:1.5rem;background:rgba(0,0,0,0.5);color:#fff;\"><\/div><\/div><div class=\"w-separator size_medium\"><\/div><div class=\"wpb_text_column\" ><div class=\"wpb_wrapper\"><h2 style=\"text-align: center;\"><span class=\"highlight highlight_primary\">Patented Workflow<\/span><\/h2>\n<\/div><\/div><div class=\"w-separator size_small\"><\/div><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"l-section wpb_row height_auto\" id=\"samples\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row type_default valign_top\"><div class=\"vc_col-sm-2 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"w-image align_center animate_afc\"><div class=\"w-image-h\"><img loading=\"lazy\" decoding=\"async\" width=\"100\" height=\"100\" src=\"https:\/\/biodentify.ai\/wp-content\/uploads\/2019\/05\/Soil_sample_site-2-100x100.png\" class=\"attachment-medium size-medium\" alt=\"\" srcset=\"https:\/\/biodentify.ai\/wp-content\/uploads\/2019\/05\/Soil_sample_site-2-100x100.png 100w, https:\/\/biodentify.ai\/wp-content\/uploads\/2019\/05\/Soil_sample_site-2-150x150.png 150w, https:\/\/biodentify.ai\/wp-content\/uploads\/2019\/05\/Soil_sample_site-2.png 700w\" sizes=\"(max-width: 100px) 100vw, 100px\" \/><\/div><\/div><\/div><\/div><\/div><div class=\"vc_col-sm-10 wpb_column vc_column_container animate_afr\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"wpb_text_column\" ><div class=\"wpb_wrapper\"><h4 style=\"text-align: left;\"><span class=\"highlight highlight_primary\">Soil \/ Seabed Samples<\/span><\/h4>\n<\/div><\/div><div class=\"w-tabs style_default switch_click accordion has_scrolling title_atleft icon_chevron iconpos_right\"><div class=\"w-tabs-sections\"><div class=\"w-tabs-sections-h\"><div class=\"w-tabs-section\" id=\"1559035686468-ec309116-3590\"><button class=\"w-tabs-section-header\" aria-controls=\"content-1559035686468-ec309116-3590\"><div class=\"w-tabs-section-header-h\"><div class=\"w-tabs-section-title\">Samples taken by surveyors, &lt; 1m below seabed with simple drop coring (offshore), or our own field crew (onshore sampling, 1 foot below the surface).<\/div><div class=\"w-tabs-section-control\"><\/div><\/div><\/button><div class=\"w-tabs-section-content\" id=\"content-1559035686468-ec309116-3590\" aria-expanded=\"false\"><div class=\"w-tabs-section-content-h i-cf\"><div class=\"wpb_text_column\" ><div class=\"wpb_wrapper\"><ul>\n<li>Our patented technology \u2013 developed to analyze surface soil or seabed samples (few mm3\u2019s, from approx. 1 ft. depth) \u2013 recognizes otherwise undetectable hydrocarbon <a href=\"https:\/\/biodentify.ai\/pages\/faq\/\" target=\"_blank\" rel=\"noopener noreferrer\">microseepage<\/a> from prospective areas.<\/li>\n<\/ul>\n<\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"g-cols wpb_row  type_default valign_top vc_inner\"><div class=\"vc_col-sm-6 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"w-image align_none\"><div class=\"w-image-h\"><img loading=\"lazy\" decoding=\"async\" width=\"744\" height=\"400\" src=\"https:\/\/biodentify.ai\/wp-content\/uploads\/2020\/10\/Copy-of-Website-2.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/biodentify.ai\/wp-content\/uploads\/2020\/10\/Copy-of-Website-2.png 744w, https:\/\/biodentify.ai\/wp-content\/uploads\/2020\/10\/Copy-of-Website-2-100x54.png 100w\" sizes=\"(max-width: 744px) 100vw, 744px\" \/><\/div><\/div><\/div><\/div><\/div><div class=\"vc_col-sm-6 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"wpb_text_column\" ><div class=\"wpb_wrapper\"><p>Field crew travel to the location to sample the area of interest, either in a grid pattern (covering a lease or area of interest) or visiting different target locations. Vast areas can be covered relatively quickly this way.<\/p>\n<p id=\"tw-target-text\" class=\"tw-data-text tw-text-large tw-ta\" dir=\"ltr\" data-placeholder=\"Translation\"><span lang=\"en\" tabindex=\"0\">The samples are taken with specialized equipment and are stored in hermetic (completely airtight)\u00a0 conditions to avoid contamination.<\/span><\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"w-separator size_medium\"><\/div><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"l-section wpb_row height_auto\" id=\"dna\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row type_default valign_top\"><div class=\"vc_col-sm-2 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"w-image align_center animate_afc\"><div class=\"w-image-h\"><img loading=\"lazy\" decoding=\"async\" width=\"100\" height=\"100\" src=\"https:\/\/biodentify.ai\/wp-content\/uploads\/2019\/05\/DNA_site-100x100.png\" class=\"attachment-medium size-medium\" alt=\"\" srcset=\"https:\/\/biodentify.ai\/wp-content\/uploads\/2019\/05\/DNA_site-100x100.png 100w, https:\/\/biodentify.ai\/wp-content\/uploads\/2019\/05\/DNA_site-150x150.png 150w, https:\/\/biodentify.ai\/wp-content\/uploads\/2019\/05\/DNA_site.png 700w\" sizes=\"(max-width: 100px) 100vw, 100px\" \/><\/div><\/div><\/div><\/div><\/div><div class=\"vc_col-sm-10 wpb_column vc_column_container animate_afr\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"wpb_text_column\" ><div class=\"wpb_wrapper\"><h4 style=\"text-align: left;\"><span class=\"highlight highlight_primary\">DNA Analysis<\/span><\/h4>\n<\/div><\/div><div class=\"w-tabs style_default switch_click accordion has_scrolling title_atleft icon_chevron iconpos_right\"><div class=\"w-tabs-sections\"><div class=\"w-tabs-sections-h\"><div class=\"w-tabs-section\" id=\"1559035703349-f5aa1cde-ca57\"><button class=\"w-tabs-section-header\" aria-controls=\"content-1559035703349-f5aa1cde-ca57\"><div class=\"w-tabs-section-header-h\"><div class=\"w-tabs-section-title\">microbial DNA is extracted, producing tagged 16S rDNA, translated into species, thus creating a unique DNA fingerprint of the microbial ecosystem of the soil sample.<\/div><div class=\"w-tabs-section-control\"><\/div><\/div><\/button><div class=\"w-tabs-section-content\" id=\"content-1559035703349-f5aa1cde-ca57\" aria-expanded=\"false\"><div class=\"w-tabs-section-content-h i-cf\"><div class=\"wpb_text_column\" ><div class=\"wpb_wrapper\"><ul>\n<li>After the sample has been taken, first microbial DNA is extracted from this sample, producing tagged 16S rDNA data that is translated into species.<\/li>\n<li>The result of this analysis is hundreds of thousands (partly field type specific) biomarkers. The \u2018DNA fingerprint\u2019 of the soil sample.<\/li>\n<li><span style=\"font-weight: 400;\">Taking a closer look at the complex composition of microbes, we find not only those that\u00a0<\/span><b>flourish from microseepage<\/b><span style=\"font-weight: 400;\">, but also those that perish by it\u2014the latter have lower concentrations above sweet spots. More than 340,000 different species of microbes can be found in soil, of which a small number (from 50 to 200) react to these microseeps of gas.<\/span><\/li>\n<li>Biodentify creates a prospectivity \u2018indicator\u2019 on the new sampled locations using the DNA fingerprints, which is a value between -1 and 1. These values are plotted on a map which shows the prospect areas very distinctively and along one cross-section.<\/li>\n<\/ul>\n<\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"g-cols wpb_row  type_default valign_top vc_inner\"><div class=\"vc_col-sm-3 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"w-image us_custom_289537ba align_none animate_fade\"><div class=\"w-image-h\"><img loading=\"lazy\" decoding=\"async\" width=\"744\" height=\"400\" src=\"https:\/\/biodentify.ai\/wp-content\/uploads\/2020\/10\/Copy-of-Website-3.png\" class=\"attachment-full size-full\" alt=\"\" srcset=\"https:\/\/biodentify.ai\/wp-content\/uploads\/2020\/10\/Copy-of-Website-3.png 744w, https:\/\/biodentify.ai\/wp-content\/uploads\/2020\/10\/Copy-of-Website-3-100x54.png 100w\" sizes=\"(max-width: 744px) 100vw, 744px\" \/><\/div><\/div><\/div><\/div><\/div><div class=\"vc_col-sm-9 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"wpb_text_column\" ><div class=\"wpb_wrapper\"><p>Schematic representation of the bacterial diversity and relative abundance within samples. Each colored bar represents a bacterial genus or family.<\/p>\n<p>One soil sample could contain up to 35 million DNA signatures and <span style=\"font-weight: 400;\">\u00b1 950,000 species<\/span>. The extraction of microsomal chromosomal DNA is performed by mechanical disruption of the microbes using small beads and vigorous shaking.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"w-separator size_medium\"><\/div><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"l-section wpb_row height_auto\" id=\"ml\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row type_default valign_top\"><div class=\"vc_col-sm-2 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"w-image align_center animate_afc\"><div class=\"w-image-h\"><img loading=\"lazy\" decoding=\"async\" width=\"100\" height=\"100\" src=\"https:\/\/biodentify.ai\/wp-content\/uploads\/2019\/05\/ML_site-1-100x100.png\" class=\"attachment-medium size-medium\" alt=\"\" srcset=\"https:\/\/biodentify.ai\/wp-content\/uploads\/2019\/05\/ML_site-1-100x100.png 100w, https:\/\/biodentify.ai\/wp-content\/uploads\/2019\/05\/ML_site-1-150x150.png 150w, https:\/\/biodentify.ai\/wp-content\/uploads\/2019\/05\/ML_site-1.png 700w\" sizes=\"(max-width: 100px) 100vw, 100px\" \/><\/div><\/div><\/div><\/div><\/div><div class=\"vc_col-sm-10 wpb_column vc_column_container animate_afr\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"wpb_text_column\" ><div class=\"wpb_wrapper\"><h4 style=\"text-align: left;\"><span class=\"highlight highlight_primary\">Machine Learning<\/span><\/h4>\n<\/div><\/div><div class=\"w-tabs style_default switch_click accordion has_scrolling title_atleft icon_chevron iconpos_right\"><div class=\"w-tabs-sections\"><div class=\"w-tabs-sections-h\"><div class=\"w-tabs-section\" id=\"1559035706205-7f5fa0c5-fb17\"><button class=\"w-tabs-section-header\" aria-controls=\"content-1559035706205-7f5fa0c5-fb17\"><div class=\"w-tabs-section-header-h\"><div class=\"w-tabs-section-title\">Our existing database with known samples (taken over oil\/gas reservoirs, and dry wells), is used to build a correlation model from which predictions for the new samples can be made.<\/div><div class=\"w-tabs-section-control\"><\/div><\/div><\/button><div class=\"w-tabs-section-content\" id=\"content-1559035706205-7f5fa0c5-fb17\" aria-expanded=\"false\"><div class=\"w-tabs-section-content-h i-cf\"><div class=\"wpb_text_column\" ><div class=\"wpb_wrapper\"><ul>\n<li>Our database \u2013 with over 5800 samples from both onshore and offshore locations, the detailed DNA fingerprints, with related production data on biomarkers \u2013 is subsequently used as modeling input to our proprietary localized triple loop \u00a9 computational model.<\/li>\n<li>Our trained model is capable of predicting the presence of a highly productive zone within a heterogeneous shale play, with an accuracy of &gt;70% prior to drilling. For conventional plays, both on- and offshore, it is able to predict whether a prospect or well target location shows signs of hydrocarbons in the subsurface.<\/li>\n<li>Our model uses the difference in DNA fingerprints that are connected to highly productive areas and those correlated to unproductive (or dry) areas or locations.<\/li>\n<\/ul>\n<\/div><\/div><div class=\"g-cols wpb_row  type_default valign_top vc_inner\"><div class=\"vc_col-sm-12 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"w-separator size_medium\"><\/div><div class=\"w-image align_none animate_fade\"><div class=\"w-image-h\"><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"309\" src=\"https:\/\/biodentify.ai\/wp-content\/uploads\/2019\/12\/biomarkerscut1920x300.jpg\" class=\"attachment-full size-full\" alt=\"\" srcset=\"https:\/\/biodentify.ai\/wp-content\/uploads\/2019\/12\/biomarkerscut1920x300.jpg 1920w, https:\/\/biodentify.ai\/wp-content\/uploads\/2019\/12\/biomarkerscut1920x300-100x16.jpg 100w, https:\/\/biodentify.ai\/wp-content\/uploads\/2019\/12\/biomarkerscut1920x300-1024x165.jpg 1024w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/><\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"wpb_text_column\" ><div class=\"wpb_wrapper\"><p>There is too much data present in the sample for us humans to make sense of it alone, so our machine learning model finds the &#8216;signal&#8217; in the &#8216;noise&#8217;. Only when enough biomarkers (50-200) are combined, a sufficiently accurate estimate can be produced on the relative prospectivity. The algorithms use machine learning to find a small difference in the DNA fingerprints related to <a href=\"https:\/\/biodentify.ai\/pages\/faq\/\" target=\"_blank\" rel=\"noopener noreferrer\">microseepage<\/a> and they neglect the influences of the climate, local spills or other external influences.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"w-separator size_medium\"><\/div><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"l-section wpb_row height_auto\" id=\"map\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row type_default valign_top\"><div class=\"vc_col-sm-2 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"w-image align_center animate_afc\"><div class=\"w-image-h\"><img loading=\"lazy\" decoding=\"async\" width=\"100\" height=\"100\" src=\"https:\/\/biodentify.ai\/wp-content\/uploads\/2019\/05\/Map_site-1-100x100.png\" class=\"attachment-medium size-medium\" alt=\"\" srcset=\"https:\/\/biodentify.ai\/wp-content\/uploads\/2019\/05\/Map_site-1-100x100.png 100w, https:\/\/biodentify.ai\/wp-content\/uploads\/2019\/05\/Map_site-1-150x150.png 150w, https:\/\/biodentify.ai\/wp-content\/uploads\/2019\/05\/Map_site-1.png 700w\" sizes=\"(max-width: 100px) 100vw, 100px\" \/><\/div><\/div><\/div><\/div><\/div><div class=\"vc_col-sm-10 wpb_column vc_column_container animate_afr\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"wpb_text_column\" ><div class=\"wpb_wrapper\"><h4 style=\"text-align: left;\"><span class=\"highlight highlight_primary\">Prospect Map Delivered<\/span><\/h4>\n<\/div><\/div><div class=\"w-tabs style_default switch_click accordion has_scrolling title_atleft icon_chevron iconpos_right\"><div class=\"w-tabs-sections\"><div class=\"w-tabs-sections-h\"><div class=\"w-tabs-section\" id=\"1559035711039-179b2bc0-e6fd\"><button class=\"w-tabs-section-header\" aria-controls=\"content-1559035711039-179b2bc0-e6fd\"><div class=\"w-tabs-section-header-h\"><div class=\"w-tabs-section-title\">Model is used to de-risk prospects, creating a predictive map where prospects or well targets are ranked in order of prospectivity.<\/div><div class=\"w-tabs-section-control\"><\/div><\/div><\/button><div class=\"w-tabs-section-content\" id=\"content-1559035711039-179b2bc0-e6fd\" aria-expanded=\"false\"><div class=\"w-tabs-section-content-h i-cf\"><div class=\"wpb_text_column\" ><div class=\"wpb_wrapper\"><ul>\n<li>8 shale plays in the US have now been extensively sampled, with different characteristics on productivity, the age of the producing interval, type of play (oil vs gas), geology and climate and soil type: Bone Spring (Permian), Bakken, Antrim, Avalon, Lewis, Haynesville, and Marcellus. In addition, studies have been carried out both on- and offshore the Netherlands as well as offshore Norway in the North Sea. <span style=\"font-weight: 400;\">Our recent 2019 pilot projects accurately predicted samples in conventional onshore Argentina, and in 2 shale plays in the USA.<\/span><\/li>\n<li>Final deliverable in all these projects: a detailed prospectivity map, highlighting highly productive zone (in red) versus low producing zone (blue) \u2013 prior to drilling, based only on shallow soil samples.<\/li>\n<li><span style=\"font-weight: 400;\">And for our conventional fields we\u2019ve delivered delineation surveys and prospectivity maps proving that we can identify charged reservoirs versus dry areas. <\/span><\/li>\n<li><span style=\"font-weight: 400;\">Predictions can be made with an accuracy between 72-98% (based on the US Onshore benchmark study and pilot projects). Our data indicates that models and results are exportable between conventional and unconventional fields, and even continents. <\/span><span style=\"font-weight: 400;\">You can read more on our<\/span><a href=\"https:\/\/biodentify.ai\/projects\/\"><b> projects page.<\/b><\/a><\/li>\n<\/ul>\n<\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"g-cols wpb_row  type_default valign_top vc_inner\"><div class=\"vc_col-sm-8 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"w-image us_custom_ddb31f11 align_none animate_fade\"><div class=\"w-image-h\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"283\" src=\"https:\/\/biodentify.ai\/wp-content\/uploads\/2019\/12\/image-5_600-1.png\" class=\"attachment-full size-full\" alt=\"\" srcset=\"https:\/\/biodentify.ai\/wp-content\/uploads\/2019\/12\/image-5_600-1.png 600w, https:\/\/biodentify.ai\/wp-content\/uploads\/2019\/12\/image-5_600-1-100x47.png 100w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/div><\/div><\/div><\/div><\/div><div class=\"vc_col-sm-4 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"w-separator size_small\"><\/div><div class=\"wpb_text_column\" ><div class=\"wpb_wrapper\"><ul>\n<li>Final deliverable in all these projects: a detailed prospectivity map.<\/li>\n<\/ul>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"w-separator size_medium\"><\/div><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"l-section wpb_row height_small\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row type_default valign_top\"><div class=\"vc_col-sm-12 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"wpb_text_column\" ><div class=\"wpb_wrapper\"><h2 style=\"text-align: center;\">Our <span class=\"highlight highlight_primary\"> Publications<\/span><\/h2>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"l-section wpb_row height_auto\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row type_default valign_top\"><div class=\"vc_col-sm-12 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"w-grid type_grid layout_portfolio_16 cols_3 popup_page ratio_1x1\" id=\"us_grid_1\" data-grid-filter=\"true\"><style id=\"us_grid_1_css\">#us_grid_1 .w-grid-item{padding:4px}#us_grid_1 .w-grid-list{margin:-4px}.w-grid + #us_grid_1 .w-grid-list{margin-top:4px}@media (max-width:899px){#us_grid_1 .w-grid-item{width:50%}#us_grid_1 .w-grid-item.size_2x1,#us_grid_1 .w-grid-item.size_2x2{width:100%}}@media (max-width:599px){#us_grid_1 .w-grid-list{margin:0}#us_grid_1 .w-grid-item{width:100%;padding:0;margin-bottom:4px}}<\/style><style>.layout_portfolio_16 .w-grid-item-h:before{padding-bottom:100.0000%}@media (min-width:600px){.layout_portfolio_16 .w-grid-item.size_1x2 .w-grid-item-h:before{padding-bottom:calc(200% + 4px + 4px)}.layout_portfolio_16 .w-grid-item.size_2x1 .w-grid-item-h:before{padding-bottom:calc(50% - 4px * 1)}.layout_portfolio_16 .w-grid-item.size_2x2 .w-grid-item-h:before{padding-bottom:calc(100% - 4px * 0)}}.layout_portfolio_16 .w-grid-item-h{background:#f5f5f5;color:#141a3a}.layout_portfolio_16 .usg_post_image_1{transition-duration:0.3s;transform-origin:90% 90%;transform:scale(0.3) translate(0,0)}.layout_portfolio_16 .w-grid-item-h:hover .usg_post_image_1{transform:scale(1) translate(0,0);opacity:1}.layout_portfolio_16 .usg_vwrapper_1{transition-duration:0.4s;transform-origin:50% 50%;transform:scale(1) translate(0,0)}.layout_portfolio_16 .w-grid-item-h:hover .usg_vwrapper_1{transform:scale(2) translate(-50%,-50%);opacity:0}.layout_portfolio_16 .usg_post_image_1{position:absolute!important;top:0!important;right:0!important;bottom:0!important;left:0!important}.layout_portfolio_16 .usg_vwrapper_1{position:absolute!important;top:0!important;right:0!important;left:0!important;padding-top:10%!important;padding-right:30%!important;padding-left:10%!important}.layout_portfolio_16 .usg_post_title_1{color:inherit!important;font-size:1.5rem!important;font-weight:700!important}<\/style><div class=\"w-grid-list\" ><article class=\"w-grid-item size_1x1 custom-link post-341 us_portfolio type-us_portfolio status-publish has-post-thumbnail hentry us_portfolio_category-publications\" data-id=\"341\">\r\n\t<div class=\"w-grid-item-h\">\r\n\t\t\t\t\t<a class=\"w-grid-item-anchor\" href=\"https:\/\/biodentify.ai\/wp-content\/uploads\/2014\/07\/AB-May-2019-New-Tech-New-Oil-reprint.pdf\" target=\"_blank\" rel=\"noopener\" aria-label=\"New Tech, New Oil. Maximizing legacy fields and identifying new plays\"><\/a>\r\n\t\t\t\t<div class=\"w-post-elm post_image usg_post_image_1 as_circle stretched grid_corner_image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"831\" src=\"https:\/\/biodentify.ai\/wp-content\/uploads\/2014\/07\/NewTech-1024x831.jpg\" class=\"attachment-large size-large wp-post-image\" alt=\"\" srcset=\"https:\/\/biodentify.ai\/wp-content\/uploads\/2014\/07\/NewTech-1024x831.jpg 1024w, https:\/\/biodentify.ai\/wp-content\/uploads\/2014\/07\/NewTech-100x81.jpg 100w, https:\/\/biodentify.ai\/wp-content\/uploads\/2014\/07\/NewTech.jpg 1464w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/div><div class=\"w-vwrapper usg_vwrapper_1 align_left valign_top\"><h2 class=\"w-post-elm post_title usg_post_title_1 entry-title color_link_inherit has_text_color\">New Tech, New Oil. Maximizing legacy fields and identifying new plays<\/h2><div class=\"w-post-elm post_taxonomy usg_post_taxonomy_1 style_simple color_link_inherit\"><a href=\"https:\/\/biodentify.ai\/portfolio_category\/publications\/\">publications<\/a><\/div><\/div>\t<\/div>\r\n<\/article>\r\n<article class=\"w-grid-item size_1x1 custom-link post-7988 us_portfolio type-us_portfolio status-publish has-post-thumbnail hentry us_portfolio_category-publications\" data-id=\"7988\">\r\n\t<div class=\"w-grid-item-h\">\r\n\t\t\t\t\t<a class=\"w-grid-item-anchor\" href=\"https:\/\/biodentify.ai\/wp-content\/uploads\/2021\/08\/GEOExPro-Article-2021-Microbial-Magic.pdf\" target=\"_blank\" rel=\"noopener\" aria-label=\"GEO ExPro Article 2021 &#8211; Microbial Magic\"><\/a>\r\n\t\t\t\t<div class=\"w-post-elm post_image usg_post_image_1 as_circle stretched grid_corner_image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/biodentify.ai\/wp-content\/uploads\/2021\/08\/GEOExPro_Aritcle2021_Biodentify-1024x768.jpg\" class=\"attachment-large size-large wp-post-image\" alt=\"\" srcset=\"https:\/\/biodentify.ai\/wp-content\/uploads\/2021\/08\/GEOExPro_Aritcle2021_Biodentify-1024x768.jpg 1024w, https:\/\/biodentify.ai\/wp-content\/uploads\/2021\/08\/GEOExPro_Aritcle2021_Biodentify-100x75.jpg 100w, https:\/\/biodentify.ai\/wp-content\/uploads\/2021\/08\/GEOExPro_Aritcle2021_Biodentify.jpg 2000w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/div><div class=\"w-vwrapper usg_vwrapper_1 align_left valign_top\"><h2 class=\"w-post-elm post_title usg_post_title_1 entry-title color_link_inherit has_text_color\">GEO ExPro Article 2021 &#8211; Microbial Magic<\/h2><div class=\"w-post-elm post_taxonomy usg_post_taxonomy_1 style_simple color_link_inherit\"><a href=\"https:\/\/biodentify.ai\/portfolio_category\/publications\/\">publications<\/a><\/div><\/div>\t<\/div>\r\n<\/article>\r\n<article class=\"w-grid-item size_1x1 custom-link post-7238 us_portfolio type-us_portfolio status-publish has-post-thumbnail hentry us_portfolio_category-publications\" data-id=\"7238\">\r\n\t<div class=\"w-grid-item-h\">\r\n\t\t\t\t\t<a class=\"w-grid-item-anchor\" href=\"https:\/\/www.linkedin.com\/pulse\/case-study-biodentify-accurately-ids-sweet-spots-shale-jonathan-zwaan\/\" target=\"_blank\" rel=\"noopener\" aria-label=\"Case study Haynesville Shale \u2013 LinkedIn article\"><\/a>\r\n\t\t\t\t<div class=\"w-post-elm post_image usg_post_image_1 as_circle stretched grid_corner_image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"754\" src=\"https:\/\/biodentify.ai\/wp-content\/uploads\/2019\/12\/Case-study-Haynesville-Shale-1024x754.jpg\" class=\"attachment-large size-large wp-post-image\" alt=\"\" srcset=\"https:\/\/biodentify.ai\/wp-content\/uploads\/2019\/12\/Case-study-Haynesville-Shale-1024x754.jpg 1024w, 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