{"id":2575,"date":"2026-05-08T10:33:04","date_gmt":"2026-05-08T14:33:04","guid":{"rendered":"https:\/\/research.ece.ncsu.edu\/enbisys\/?page_id=2575"},"modified":"2026-05-08T15:02:27","modified_gmt":"2026-05-08T19:02:27","slug":"programs","status":"publish","type":"page","link":"https:\/\/research.ece.ncsu.edu\/enbisys\/programs\/","title":{"rendered":"Programs"},"content":{"rendered":"\n\n\n\n\n<p><strong>Beyond the <a href=\"https:\/\/research.ece.ncsu.edu\/enbisys\/research\/\" id=\"9\">research projects<\/a> of the EnBiSys Lab, Dr. Cranos Williams leads and participates in high-impact programs and initiatives across NC State, often in partnership with other collaborating faculty, institutions, and private companies.<\/strong><\/p>\n\n\n<hr class=\"wp-block-ncst-separator\">\n\n\n\n<h2 class=\"wp-block-heading\">N.C. Plant Sciences Initiative<\/h2>\n\n\n<div class=\"ncst-fancy-paragraph-seventy is-text wp-block-ncst-fancy-paragraph\">\n      \n<div class=\"wp-block-ncst-fp-accompaniment\">\n    \n<div class=\"wp-block-ncst-fp-image\">\n  <figure class=\"fancy-paragraph__image-container fancy-paragraph__image-portrait\">\n          <a href=\"https:\/\/research.ece.ncsu.edu\/enbisys\/wp-content\/uploads\/sites\/14\/2026\/05\/Long-life-tomatoes-edited-e1778253340700.jpg\" data-fullsize=\"575x844\" data-zoom=\"true\">\n          <img loading=\"lazy\" width=\"575\" height=\"844\" \n        decoding=\"async\"\n        class=\"fp-image wp-image-2593\"\n        src=\"https:\/\/research.ece.ncsu.edu\/enbisys\/wp-content\/uploads\/sites\/14\/2026\/05\/Long-life-tomatoes-edited-e1778253340700.jpg\"\n         alt=\"slices of tomatoes with a digitized imaging overlay to represent data-driven plant science research\" srcset=\"https:\/\/research.ece.ncsu.edu\/enbisys\/wp-content\/uploads\/sites\/14\/2026\/05\/Long-life-tomatoes-edited-e1778253340700.jpg 575w, https:\/\/research.ece.ncsu.edu\/enbisys\/wp-content\/uploads\/sites\/14\/2026\/05\/Long-life-tomatoes-edited-e1778253340700-204x300.jpg 204w\" sizes=\"auto, (max-width: 575px) 100vw, 575px\" \/>\n          <\/a>\n          <\/figure>\n<\/div>\n\n\n  <\/div>\n\n\n<div class=\"text-only wp-block-ncst-fp-accompaniment\">\n    \n\n<p><strong>Dr. Cranos Williams, Director of the Data-Driven Plant Sciences Platform<\/strong><\/p>\n\n\n\n<p>The goal of the N.C. PSI&#8217;s Data-driven Plant Science Platform is to serve as the data acquisition, data management, and data analytics catalyst for discovery, innovation, and translation in plant science research. Dr. Williams leads the Platform&#8217;s efforts to develop the IT, laboratory infrastructure, and secure computing environments needed to acquire, process, and interpret agricultural data. This work facilitates innovation across the agricultural value chain, from basic research and breeding strategies to crop production and decision support systems.<\/p>\n\n\n  <\/div>\n\n\n    <\/div>\n  \n\n\n<div class=\"is-text wp-block-ncst-buttons\">\n    \n<div class=\"wp-block-ncst-button\">\n      <a\n        class=\"ncst-block__button-link btn\"\n        href=\"https:\/\/cals.ncsu.edu\/psi\/data-driven-plant-science\/\"\n        data-ncst-lightbox=\"false\"\n         target=\"_blank\"          rel=\"noreferrer noopener\"       >\n                  <span class=\"text\">Learn More<\/span><span class=\"arrow-indicator\"><svg class=\"wolficon wolficon-arrow-right-bold\" role=\"img\"  aria-hidden=\"true\">\n\t\t\t\n\t\t\t<use xlink:href=\"#wolficon-arrow-right-bold\">\n\t\t<\/svg><\/span>\n              <\/a>\n    <\/div>\n  \n\n  <\/div>\n\n\n\n<h3 class=\"wp-block-heading\">NC Ag Analytics Platform<\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/research.ece.ncsu.edu\/enbisys\/wp-content\/uploads\/sites\/14\/2026\/05\/AgAnalytics-H-color.png\" data-fullsize=\"704x220\" data-zoom=\"true\"><img loading=\"lazy\" decoding=\"async\" width=\"704\" height=\"220\" src=\"https:\/\/research.ece.ncsu.edu\/enbisys\/wp-content\/uploads\/sites\/14\/2026\/05\/AgAnalytics-H-color.png\" alt=\"ag analytics platform logo\" class=\"wp-image-2589\" srcset=\"https:\/\/research.ece.ncsu.edu\/enbisys\/wp-content\/uploads\/sites\/14\/2026\/05\/AgAnalytics-H-color.png 704w, https:\/\/research.ece.ncsu.edu\/enbisys\/wp-content\/uploads\/sites\/14\/2026\/05\/AgAnalytics-H-color-300x94.png 300w\" sizes=\"auto, (max-width: 704px) 100vw, 704px\" \/><\/a><\/figure>\n\n\n\n<p>As part of the N.C. PSI Data-driven Plant Science Platform, NC AG Analytics is leading the development of new solutions and integrating existing solutions for&nbsp;<strong>storing, analyzing and maintaining large-scale datasets&nbsp;<\/strong>and data repositories. With legislative funds provided to NC&nbsp;State, in partnership with NC A&amp;T State University and SAS, Inc., Ag Analytics is developing a platform to use data collection, management, and analytics that will improve agricultural systems and profitability for NC stakeholders.<\/p>\n\n\n<div class=\"is-text wp-block-ncst-buttons\">\n    \n<div class=\"wp-block-ncst-button\">\n      <a\n        class=\"ncst-block__button-link btn\"\n        href=\"https:\/\/aganalytics.cals.ncsu.edu\/\"\n        data-ncst-lightbox=\"false\"\n         target=\"_blank\"          rel=\"noreferrer noopener\"       >\n                  <span class=\"text\">Learn More<\/span><span class=\"arrow-indicator\"><svg class=\"wolficon wolficon-arrow-right-bold\" role=\"img\"  aria-hidden=\"true\">\n\t\t\t\n\t\t\t<use xlink:href=\"#wolficon-arrow-right-bold\">\n\t\t<\/svg><\/span>\n              <\/a>\n    <\/div>\n  \n\n  <\/div>\n\n\n<hr class=\"wp-block-ncst-separator\">\n\n\n\n<h2 class=\"wp-block-heading\">SAPLINGS<\/h2>\n\n\n\n<p><em>System Approach to Promote Learning and Innovation for the Next Generation<\/em>s<\/p>\n\n\n<div class=\"ncst-fancy-paragraph-seventy is-text wp-block-ncst-fancy-paragraph\">\n      \n<div class=\"wp-block-ncst-fp-accompaniment\">\n    \n<div class=\"wp-block-ncst-fp-image\">\n  <figure class=\"fancy-paragraph__image-container fancy-paragraph__image-portrait\">\n          <a href=\"https:\/\/research.ece.ncsu.edu\/enbisys\/wp-content\/uploads\/sites\/14\/2026\/05\/saplings-e1778253666284.jpg\" data-fullsize=\"625x844\" data-zoom=\"true\">\n          <img loading=\"lazy\" width=\"625\" height=\"844\" \n        decoding=\"async\"\n        class=\"fp-image wp-image-2591\"\n        src=\"https:\/\/research.ece.ncsu.edu\/enbisys\/wp-content\/uploads\/sites\/14\/2026\/05\/saplings-e1778253666284.jpg\"\n         alt=\"a small plant sapling emerging from the soil\" srcset=\"https:\/\/research.ece.ncsu.edu\/enbisys\/wp-content\/uploads\/sites\/14\/2026\/05\/saplings-e1778253666284.jpg 625w, https:\/\/research.ece.ncsu.edu\/enbisys\/wp-content\/uploads\/sites\/14\/2026\/05\/saplings-e1778253666284-222x300.jpg 222w\" sizes=\"auto, (max-width: 625px) 100vw, 625px\" \/>\n          <\/a>\n          <\/figure>\n<\/div>\n\n\n  <\/div>\n\n\n<div class=\"text-only wp-block-ncst-fp-accompaniment\">\n    \n\n<p><strong>Dr. Cranos Williams, NC State Lead, Module 5<\/strong><\/p>\n\n\n\n<p>NC A&amp;T State University leads this 5-year, $18.1 million award from the USDA\u2019s new NEXTGEN initiative. SAPLINGS is designed to grow the number of underrepresented minority students in the food, agriculture, natural resources and human sciences.<\/p>\n\n\n\n<p><strong>Module 5<\/strong> within the NC State portion of the grant works to create opportunities that will provide students at all levels with the knowledge, skills and technical know-how to develop data analytics and AI-based solutions to address future farming, food, bio-manufacturing and environmental challenges.<\/p>\n\n\n  <\/div>\n\n\n    <\/div>\n  \n\n\n<div class=\"is-text wp-block-ncst-buttons\">\n    \n<div class=\"wp-block-ncst-button\">\n      <a\n        class=\"ncst-block__button-link btn\"\n        href=\"https:\/\/cals.ncsu.edu\/psi\/news\/a-meaningful-impact\/\"\n        data-ncst-lightbox=\"false\"\n         target=\"_blank\"          rel=\"noreferrer noopener\"       >\n                  <span class=\"text\">Learn More<\/span><span class=\"arrow-indicator\"><svg class=\"wolficon wolficon-arrow-right-bold\" role=\"img\"  aria-hidden=\"true\">\n\t\t\t\n\t\t\t<use xlink:href=\"#wolficon-arrow-right-bold\">\n\t\t<\/svg><\/span>\n              <\/a>\n    <\/div>\n  \n\n  <\/div>\n\n\n<hr class=\"wp-block-ncst-separator\">\n\n\n\n<h2 class=\"wp-block-heading\">GRAD-AID for Ag<\/h2>\n\n\n<div class=\"ncst-fancy-paragraph-seventy is-text wp-block-ncst-fancy-paragraph\">\n      \n<div class=\"wp-block-ncst-fp-accompaniment\">\n    \n<div class=\"wp-block-ncst-fp-image\">\n  <figure class=\"fancy-paragraph__image-container fancy-paragraph__image-square\">\n          <a href=\"https:\/\/research.ece.ncsu.edu\/enbisys\/wp-content\/uploads\/sites\/14\/2026\/05\/Grad-AID-for-AG.jpg\" data-fullsize=\"1000x1000\" data-zoom=\"true\">\n          <img loading=\"lazy\" width=\"1000\" height=\"1000\" \n        decoding=\"async\"\n        class=\"fp-image wp-image-2590\"\n        src=\"https:\/\/research.ece.ncsu.edu\/enbisys\/wp-content\/uploads\/sites\/14\/2026\/05\/Grad-AID-for-AG.jpg\"\n         alt=\"Grad-AID for Ag logo\" srcset=\"https:\/\/research.ece.ncsu.edu\/enbisys\/wp-content\/uploads\/sites\/14\/2026\/05\/Grad-AID-for-AG.jpg 1000w, https:\/\/research.ece.ncsu.edu\/enbisys\/wp-content\/uploads\/sites\/14\/2026\/05\/Grad-AID-for-AG-300x300.jpg 300w, https:\/\/research.ece.ncsu.edu\/enbisys\/wp-content\/uploads\/sites\/14\/2026\/05\/Grad-AID-for-AG-150x150.jpg 150w, https:\/\/research.ece.ncsu.edu\/enbisys\/wp-content\/uploads\/sites\/14\/2026\/05\/Grad-AID-for-AG-768x768.jpg 768w, https:\/\/research.ece.ncsu.edu\/enbisys\/wp-content\/uploads\/sites\/14\/2026\/05\/Grad-AID-for-AG-400x400.jpg 400w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/>\n          <\/a>\n          <\/figure>\n<\/div>\n\n\n  <\/div>\n\n\n<div class=\"text-only wp-block-ncst-fp-accompaniment\">\n    \n\n<p><strong>Dr. Cranos Williams, Co-PI and Head of Industry Advisory Board<\/strong><\/p>\n\n\n\n<p>GRAD-AID for Ag is a new National Science Foundation (NSF) Research Traineeship Program that will recruit and train two cohorts of highly motivated doctoral students at the intersection of plant science and AI. The program\u2019s goal: develop a skilled, diverse workforce capable of solving societal grand challenges in global ag sustainability and food security.<\/p>\n\n\n  <\/div>\n\n\n    <\/div>\n  \n\n\n<div class=\"is-text wp-block-ncst-buttons\">\n    \n<div class=\"wp-block-ncst-button\">\n      <a\n        class=\"ncst-block__button-link btn\"\n        href=\"https:\/\/units.cals.ncsu.edu\/grad-aid-for-ag-nrt\/\"\n        data-ncst-lightbox=\"false\"\n         target=\"_blank\"          rel=\"noreferrer noopener\"       >\n                  <span class=\"text\">Learn More<\/span><span class=\"arrow-indicator\"><svg class=\"wolficon wolficon-arrow-right-bold\" role=\"img\"  aria-hidden=\"true\">\n\t\t\t\n\t\t\t<use xlink:href=\"#wolficon-arrow-right-bold\">\n\t\t<\/svg><\/span>\n              <\/a>\n    <\/div>\n  \n\n  <\/div>\n\n\n<hr class=\"wp-block-ncst-separator\">\n\n\n\n<h2 class=\"wp-block-heading\">AI<sup>2<\/sup>EAR<\/h2>\n\n\n\n<p><em>The International Collaboration to Accelerate Integration of Engineering, Plant Sciences &amp; Agricultural Research using Artificial Intelligence<\/em><\/p>\n\n\n<div class=\"ncst-fancy-paragraph-fifty is-text wp-block-ncst-fancy-paragraph\">\n      \n<div class=\"text-only wp-block-ncst-fp-accompaniment\">\n    \n\n<p><strong>Dr. Cranos Williams, Co-PI<\/strong><\/p>\n\n\n\n<p>The AI<sup>2<\/sup>EAR Program aims to advance our understanding of how to support successful integration of agriculture, life sciences, and engineering to resolve scientific and technological gaps as well as social barriers with the overarching goal of ensuring global food security.<\/p>\n\n\n  <\/div>\n\n\n<div class=\"wp-block-ncst-fp-accompaniment\">\n    \n<blockquote class=\"has-custombg-seven-text-color wp-block-ncst-fp-quote\">\n    <div class=\"fp-quote-container\">\n      <p class=\"fp-quote__content\"><em>\u201cThe way in which our universities have divided up the sciences does not reflect the ways in which nature has divided up its problems.\u201d<\/em><\/p>\n      <div class=\"fp-quote__attribution-container\">\n        <div class=\"attribution-title-name-container\">\n                            <\/div>\n      <\/div>\n    <\/div>\n  <\/blockquote>\n\n\n  <\/div>\n\n\n    <\/div>\n  \n\n\n<div class=\"is-text wp-block-ncst-buttons\">\n    \n<div class=\"wp-block-ncst-button\">\n      <a\n        class=\"ncst-block__button-link btn\"\n        href=\"https:\/\/ai2ear.wordpress.ncsu.edu\/\"\n        data-ncst-lightbox=\"false\"\n         target=\"_blank\"          rel=\"noreferrer noopener\"       >\n                  <span class=\"text\">Learn More<\/span><span class=\"arrow-indicator\"><svg class=\"wolficon wolficon-arrow-right-bold\" role=\"img\"  aria-hidden=\"true\">\n\t\t\t\n\t\t\t<use xlink:href=\"#wolficon-arrow-right-bold\">\n\t\t<\/svg><\/span>\n              <\/a>\n    <\/div>\n  \n\n  <\/div>\n","protected":false},"excerpt":{"rendered":"<p>Beyond the research projects of the EnBiSys Lab, Dr. Cranos Williams leads and participates in high-impact programs and initiatives across NC State, often in partnership with other collaborating faculty, institutions, and private companies. N.C. Plant Sciences Initiative NC Ag Analytics Platform As part of the N.C. PSI Data-driven Plant Science Platform, NC AG Analytics is&hellip;<\/p>\n","protected":false},"author":164,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"ncst_dynamicHeaderBlockName":"ncst\/split-header","ncst_dynamicHeaderData":"{\"backgroundColor\":\"custombg_one\",\"imageID\":2576,\"imageURL\":\"https:\/\/research.ece.ncsu.edu\/enbisys\/wp-content\/uploads\/sites\/14\/2026\/05\/cranos.jpg\",\"imageAlt\":\"\"}","ncst_content_audit_freq":"","ncst_content_audit_date":"","ncst_content_audit_display":false,"ncst_backToTopFlag":"","footnotes":""},"class_list":["post-2575","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Programs - EnBiSys Lab<\/title>\n<meta name=\"description\" content=\"Dr. Cranos Williams leads and participates in high-impact programs and initiatives in partnership with other faculty and institutions.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/research.ece.ncsu.edu\/enbisys\/programs\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Programs - 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