$1 trillion by 2032<\/a>, the state has made space a central economic and research priority. The Florida University
\n Space Research Consortium was created to align university research strengths with
\n this rapid growth, amplifying the impact of academic innovation across Florida. Members
\n include the University of Florida, University of Central Florida, Embry-Riddle Aeronautical
\n University, Florida Tech, Florida State and Florida International University.<\/p>\nUSF\u2019s entry into the consortium coincides with the launch of its new aerospace engineering
\n program and a broader commitment to building long-term capacity in space-related research.<\/p>\n
\u201cWe are not just observing what\u2019s happening, we are building the expertise, infrastructure
\n and partnerships needed to contribute meaningfully,\u201d Vaselbehagh said. \u201cThat includes
\n recruiting faculty whose research directly supports the future of space exploration
\n and continuing to expand those capabilities over time.\u201d<\/p>\n
Building Smarter, Safer, More Autonomous Spacecraft<\/p>\n
One area where USF is expanding its impact is in spacecraft autonomy – how spacecraft
\n navigate complex environments and respond to unexpected conditions without relying
\n on constant communication with Earth.<\/p>\n
Andrea D\u2019Ambrosio, who recently joined USF\u2019s Department of Mechanical and Aerospace
\n Engineering as an assistant professor, conducts research on optimal guidance and control
\n of spacecraft, using artificial intelligence and machine learning to enhance autonomy
\n while ensuring safety, reliability and performance. His work addresses a critical
\n challenge facing the space community: how to trust and certify AI-driven control systems
\n for real-world missions.<\/p>\n
\u201cAI has enormous potential in space, but these systems must be provably reliable,\u201d
\n D\u2019Ambrosio said. \u201cMy research focuses on certifying the stability of machine-learning-based
\n controllers and ensuring they adhere fundamental physics principles, so that they
\n can be safely integrated with traditional control systems that have been used for
\n decades.\u201d<\/p>\n
His research also advances space situational awareness, including the tracking, orbit
\n determination and behavioral analysis of satellites and space debris \u2013 an increasingly
\n urgent challenge as Earth\u2019s orbital environment becomes more crowded. This work extends
\n beyond Earth\u2019s orbit into the cislunar region, the vast and highly dynamic space between
\n Earth and the Moon that will support upcoming lunar missions, such as NASA\u2019s Artemis
\n program.<\/p>\n
\u201cThis region exhibits significantly greater dynamical complexity, posing higher challenges
\n and far less predictability than conventional orbits closer to Earth,\u201d D\u2019Ambrosio
\n said. \u201cWe need new tools and new algorithms to maintain mission safety, enable effective
\n collision avoidance, and ensure long-term sustainability in space, especially in the
\n cislunar region.\u201d<\/p>\n
Designing the Next Generation of Space Missions<\/p>\n
Xiaoyu Liu, who joined USF in January 2026 as assistant professor in the Department
\n of Mechanical and Aerospace Engineering, complements that work through research on
\n space mission design and planning, with an emphasis on how humans and robotic systems
\n can work together effectively in extreme and uncertain environments.<\/p>\n
Before artificial intelligence, most engineering systems relied on carefully designed,
\n rule-based decision frameworks. While effective in controlled environments, those
\n approaches exhibit significant limitations in space, where missions must respond to
\n an enormous range of unknown and unpredictable conditions.<\/p>\n
\u201cIn space, it is nearly impossible to design a decision tree for every possible scenario
\n within realistic time and budget limits. The environment is too complex, the resources
\n too limited, and the unknowns too great. That\u2019s where machine learning becomes essential
\n because it allows systems to adapt rather than follow rigid rules.\u201d<\/p>\n
Liu\u2019s research explores how machine learning enables more adaptive, data-driven decision-making,
\n allowing space systems to respond to situations that cannot be fully anticipated in
\n advance. Rather than programming millions of possible outcomes, AI-based approaches
\n can learn from data and adapt in real time – an essential capability for future lunar
\n and deep-space missions.<\/p>\n
Liu uses large-scale, simulation-based frameworks to study how teams of astronauts
\n and robotic systems can be optimally configured for specific mission objectives.<\/p>\n
\u201cBy running tens of thousands of simulations, we can generate evidence that helps
\n mission planners make more informed decisions, especially when communication delays
\n or unexpected events make real-time guidance from Earth impossible,\u201d said Liu.<\/p>\n
His work is particularly relevant to deep-space and lunar missions, where rapid decision-making
\n is essential during critical phases such as landing, navigation, and hazard avoidance.
\n By integrating machine learning with traditional engineering approaches, Liu\u2019s research
\n helps expand what autonomous systems can safely accomplish in space.<\/p>\n
AI\u2019s Expanding Role Beyond Earth<\/p>\n
Together, this research reflects a broader transformation in space exploration: the
\n growing reliance on artificial intelligence to support autonomy, adaptability, and
\n resilience far from Earth.<\/p>\n
\u201cIn space, you have limited resources,\u201d Liu said. \u201cAI-enabled systems allow spacecraft
\n to operate more independently while still working alongside proven, certified technologies.
\n That balance is essential as missions become more ambitious.\u201d<\/p>\n
Collaboration at the Core<\/p>\n
As part of the Florida Space Research Consortium, USF faculty are actively pursuing
\n partnerships with government agencies, industry leaders, startups, and national laboratories,
\n including opportunities tied to the International Space Station National Laboratory
\n and future lunar missions.<\/p>\n
\u201cAdvancing space research requires collaboration,\u201d D\u2019Ambrosio said. \u201cNo single institution
\n can do it alone, so we need to combine expertise, infrastructure and perspective to
\n move the field forward.\u201d<\/p>\n
Looking Ahead<\/p>\n
For USF, joining the Florida Space Research Consortium marks the beginning of a sustained
\n investment, participation, and collaboration not a single milestone.<\/p>\n
\u201cThis is about building long-term capacity,\u201d Vaselbehagh said. \u201cThe Consortium will
\n enable all the members to leverage each other\u2019s strengths towards a shared goal to
\n advance \u00a0Florida\u2019s space research and industry and contributing to the next era of
\n exploration, from Earth\u2019s orbit to the Moon, Mars and beyond.\u201d<\/p>\n","protected":false},"excerpt":{"rendered":"As Florida\u2019s space industry accelerates at an unprecedented pace, the University of South Florida is stepping into a…\n","protected":false},"author":2,"featured_media":160249,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[10],"tags":[135,137,136],"class_list":["post-160248","post","type-post","status-publish","format-standard","has-post-thumbnail","category-tampa","tag-tampa","tag-tampa-headlines","tag-tampa-news"],"_links":{"self":[{"href":"https:\/\/www.newsbeep.com\/us-fl\/wp-json\/wp\/v2\/posts\/160248","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.newsbeep.com\/us-fl\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.newsbeep.com\/us-fl\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/us-fl\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/us-fl\/wp-json\/wp\/v2\/comments?post=160248"}],"version-history":[{"count":0,"href":"https:\/\/www.newsbeep.com\/us-fl\/wp-json\/wp\/v2\/posts\/160248\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/us-fl\/wp-json\/wp\/v2\/media\/160249"}],"wp:attachment":[{"href":"https:\/\/www.newsbeep.com\/us-fl\/wp-json\/wp\/v2\/media?parent=160248"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.newsbeep.com\/us-fl\/wp-json\/wp\/v2\/categories?post=160248"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.newsbeep.com\/us-fl\/wp-json\/wp\/v2\/tags?post=160248"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}