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home machine learning laboratory skip to main content machine learning laboratory main navigation about research areas groups institute for foundations of machine learning tripods good systems grand challenge center for generative ai deep proteins people news events industry search search search machine learning artificial intelligence creating technology that drives systems for artificial intelligence enabling them to acquire knowledge learn from real world experience and make predictions in complex environments postdoctoral and research scientist positions now available for 2026 featured news and events patented protein design finding new designs for medications involves years of trial and error in labs but now artificial intelligence models developed at ut are helping scientists arrive at viable solutions much faster by eliminating guesswork featured items news patented protein design news ai health seminar series news leaders in ai robotics and ethical innovation come together at ut austin news ut launches new school of computing uniting computer and data science statistics information disciplines news texas symposium on machine learning responsible ai robotics news ut ranks no 1 in u s for research funded by national science foundation the next scientific frontier machine learning accelerates scientific discovery the machine learning laboratory was launched to answer one of the biggest questions facing science today how do we harness the mechanics of intelligence to improve the world around us machine learning sheds light on the answer by transforming data into a mathematical blueprint to automate complex high value cognitive processes this blueprint has had a profound effect on our ability to replicate human capabilities such as language comprehension and vision these advances are just the beginning machine learning promises to remake the frontiers of science in field after field from better understanding brain function to unveiling the origins of the stars in the milky way the machine learning laboratory will work towards these goals by focusing the efforts of more than sixty faculty and scientists through them we will change our understanding of science and through that science change the world the texas advantage the university of texas at austin is widely recognized as one of the world s leading names in machine learning education and research these core capabilities are augmented by strengths in a wide array of application domains including the natural sciences energy and transportation 7 machine learning data mining csrankings org 8 artificial intelligence us news 1 mathematics interdisciplinary applications cwur texas computing the machine learning laboratory is part of texas computing an academic collaboration that houses more than 250 core computing faculty and the world s largest academic supercomputer ensuring that ut machine learning researchers are supported by a computing infrastructure like few others previous next laboratory partners colleges college of natural sciences cockrell school of engineering school of information mccombs school of business college of liberal arts departments department of computer science department of electrical computer engineering department of statistics data science department of information risk and operations management department of linguistics department of psychology others office of the vice president for research oden institute texas advanced computing center texas computing texas robotics good systems emergency information site policies web accessibility policies web privacy policy the university of texas at austin 2024