UH researchers secure $3.3M for AI-powered subsurface sensing system to revolutionize underground power lines

going under

Researchers have secured $3.3 million in funding to develop an AI-powered subsurface sensing system aimed at improving the safety and efficiency of underground power line installation. Photo by Matthew Henry on Unsplash

Researchers from the University of Houston — along with a Hawaiian company — have received $3.3 million in funding to explore artificial intelligence-backed subsurface sensing system for safe and efficient underground power line installation.

Houston's power lines are above ground, but studies show underground power is more reliable. Installing underground power lines is costly and disruptive, but the U.S. Department of Energy, in an effort to find a solution, has put $34 million into its new GOPHURRS program, which stands for Grid Overhaul with Proactive, High-speed Undergrounding for Reliability, Resilience, and Security. The funding has been distributed across 12 projects in 11 states.

“Modernizing our nation’s power grid is essential to building a clean energy future that lowers energy costs for working Americans and strengthens our national security,” U.S. Secretary of Energy Jennifer M. Granholm says in a DOE press release.

UH and Hawaii-based Oceanit are behind one of the funded projects, entitled “Artificial Intelligence and Unmanned Aerial Vehicle Real-Time Advanced Look-Ahead Subsurface Sensor.”

The researchers are looking a developing a subsurface sensing system for underground power line installation, potentially using machine learning, electromagnetic resistivity well logging, and drone technology to predict and sense obstacles to installation.

Jiefu Chen, associate professor of electrical and computer engineering at UH, is a key collaborator on the project, focused on electromagnetic antennas installed on UAV and HDD drilling string. He's working with Yueqin Huang, assistant professor of information science technology, who leads the geophysical signal processing and Xuqing Wu, associate professor of computer information systems, responsible for integrating machine learning.

“Advanced subsurface sensing and characterization technologies are essential for the undergrounding of power lines,” says Chen in the release. “This initiative can enhance the grid's resilience against natural hazards such as wildfires and hurricanes.”

“If proven successful, our proposed look-ahead subsurface sensing system could significantly reduce the costs of horizontal directional drilling for installing underground utilities,” Chen continues. “Promoting HDD offers environmental advantages over traditional trenching methods and enhances the power grid’s resilience.”

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This article originally ran on EnergyCapital.

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A UH-affiliated project won $3.6M to develop microreactor technology that turns carbon dioxide into methanol using renewable energy. Photo via uh.edu

UH-backed project secures $3.6M to transform CO2 into sustainable fuel with cutting-edge tech

funds granted

A University of Houston-associated project was selected to receive $3.6 million from the U.S. Department of Energy’s Advanced Research Projects Agency-Energy that aims to transform sustainable fuel production.

Nonprofit research institute SRI is leading the project “Printed Microreactor for Renewable Energy Enabled Fuel Production” or PRIME-Fuel, which will try to develop a modular microreactor technology that converts carbon dioxide into methanol using renewable energy sources with UH contributing research.

“Renewables-to-liquids fuel production has the potential to boost the utility of renewable energy all while helping to lay the groundwork for the Biden-Harris Administration’s goals of creating a clean energy economy,” U.S. Secretary of Energy Jennifer M. Granholm says in an ARPA-E news release.

The project is part of ARPA-E’s $41 million Grid-free Renewable Energy Enabling New Ways to Economical Liquids and Long-term Storage program (or GREENWELLS, for short) that also includes 14 projects to develop technologies that use renewable energy sources to produce sustainable liquid fuels and chemicals, which can be transported and stored similarly to gasoline or oil, according to a news release.

Vemuri Balakotaiah and Praveen Bollini, faculty members of the William A. Brookshire Department of Chemical and Biomolecular Engineering, are co-investigators on the project. Rahul Pandey, is a UH alum, and the senior scientist with SRI and principal investigator on the project.

Teams working on the project will develop systems that use electricity, carbon dioxide and water at renewable energy sites to produce renewable liquid renewable fuels that offer a clean alternative for sectors like transportation. Using cheaper electricity from sources like wind and solar can lower production costs, and create affordable and cleaner long-term energy storage solutions.

Researchers Rahul Pandey, senior scientist with SRI and principal investigator (left), and Praveen Bollini, a University of Houston chemical engineering faculty, are key contributors to the microreactor project. Photo via uh.edu

“As a proud UH graduate, I have always been aware of the strength of the chemical and biomolecular engineering program at UH and kept myself updated on its cutting-edge research,” Pandey says in a news release. “This project had very specific requirements, including expertise in modeling transients in microreactors and the development of high-performance catalysts. The department excelled in both areas. When I reached out to Dr. Bollini and Dr. Bala, they were eager to collaborate, and everything naturally progressed from there.”

The PRIME-Fuel project will use cutting-edge mathematical modeling and SRI’s proprietary Co-Extrusion printing technology to design and manufacture the microreactor with the ability to continue producing methanol even when the renewable energy supply dips as low as 5 percent capacity. Researchers will develop a microreactor prototype capable of producing 30 MJe/day of methanol while meeting energy efficiency and process yield targets over a three-year span. When scaled up to a 100 megawatts electricity capacity plant, it can be capable of producing 225 tons of methanol per day at a lower cost. The researchers predict five years as a “reasonable” timeline of when this can hit the market.

“What we are building here is a prototype or proof of concept for a platform technology, which has diverse applications in the entire energy and chemicals industry,” Pandey continues. “Right now, we are aiming to produce methanol, but this technology can actually be applied to a much broader set of energy carriers and chemicals.”

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This article originally ran on EnergyCapital.

The HyVelocity Hub, representing the Gulf Coast region, will receive $1.2 billion to strengthen and further build out the region's hydrogen production. Photo via Getty Images

Houston-area selected among 7 regions for $7B federal hydrogen hub investment

hi, hydrogen

A Houston-area project got the green light as one of the seven regions to receive a part of the $7 billion in Bipartisan Infrastructure Law funding to advance domestic hydrogen production.

President Joe Biden and Energy Secretary Jennifer Granholm named the seven regions to receive funding in a White House statement today. The Gulf Coast's project, HyVelocity Hydrogen Hub, will receive up to $1.2 billion — the most any hub will receive, per the release.

“As I’ve stated repeatedly over the past years, we are uniquely positioned to lead a transformational clean hydrogen hub that will deliver economic growth and good jobs, including in historically underserved communities," Houston Mayor Sylvester Turner says in a news release. "HyVelocity will also help scale up national and world clean hydrogen economies, resulting in significant decarbonization gains. I’d also like to thank all the partners who came together to create HyVelocity Hub in a true spirit of public-private collaboration.”

Backed by industry partners AES Corporation, Air Liquide, Chevron, ExxonMobil, Mitsubishi Power Americas, Ørsted, and Sempra Infrastructure, the HyVelocity Hydrogen Hub will connect more than 1,000 miles of hydrogen pipelines, 48 hydrogen production facilities, and dozens of hydrogen end-use applications across Texas and Southwest Louisiana. The hub is planning for large-scale hydrogen production through both natural gas with carbon capture and renewables-powered electrolysis.

The project is spearheaded by GTI Energy and other organizing participants, including the University of Texas at Austin, The Center for Houston’s Future, Houston Advanced Research Center, and around 90 other supporting partners from academia, industry, government, and beyond.

“Prioritizing strong community engagement and demonstrating an innovation ecosystem, the HyVelocity Hub will improve local air quality and create equitable access to clean, reliable, affordable energy for communities across the Gulf Coast region,” says Paula A. Gant, president and CEO of GTI Energy, in a news release.

According to the White House's announcement, the hub will create 45,000 direct jobs — 35,000 in construction jobs and 10,000 permanent jobs. The other selected hubs — and the impact they are expected to have, include:

  • Tied with HyVelocity in terms of funding amount, the California Hydrogen Hub — Alliance for Renewable Clean Hydrogen Energy Systems (ARCHES) — will also receive up to $1.2 billion to create 220,000 direct jobs—130,000 in construction jobs and 90,000 permanent jobs. The project is expected to target decarbonizing public transportation, heavy duty trucking, and port operations.
  • The Midwest Alliance for Clean Hydrogen (MachH2), spanning Illinois, Indiana, and Michigan, will receive up to $1 billion. This region's efforts will be directed at optimizing hydrogen use in steel and glass production, power generation, refining, heavy-duty transportation, and sustainable aviation fuel. It's expected to create 13,600 direct jobs—12,100 in construction jobs and 1,500 permanent jobs.
  • Receiving up to $1 billion and targeting Washington, Oregon, and Montana, the Pacific Northwest Hydrogen Hub — named PNW H2— will produce clean hydrogen from renewable sources and will create over 10,000 direct jobs—8,050 in construction jobs and 350 permanent jobs.
  • The Appalachian Regional Clean Hydrogen Hub (ARCH2), which will be located in West Virginia, Ohio, and Pennsylvania, will tap into existing infrastructure to use low-cost natural gas to produce low-cost clean hydrogen and permanently and safely store the associated carbon emissions. The project, which will receive up to $925 million, will create 21,000 direct jobs—including more than 18,000 in construction and more than 3,000 permanent jobs.
  • Spanning Minnesota, North Dakota, and South Dakota, the Heartland Hydrogen Hub will receive up to $925 million and create around 3,880 direct jobs–3,067 in construction jobs and 703 permanent jobs — to decarbonize the agricultural sector’s production of fertilizer, decrease the regional cost of clean hydrogen, and advance hydrogen use in electric generation and for cold climate space heating.
  • Lastly, the Mid-Atlantic Clean Hydrogen Hub (MACH2), which will include Pennsylvania, Delaware, and New Jersey, hopes to repurposing historic oil infrastructure to develop renewable hydrogen production facilities from renewable and nuclear electricity. The hub, which will receive up to $750 million, anticipates creating 20,800 direct jobs—14,400 in construction jobs and 6,400 permanent jobs.

These seven clean hydrogen hubs are expected to catalyze more than $40 billion in private investment, per the White house, and bring the total public and private investment in hydrogen hubs to nearly $50 billion. Collectively, they aim to produce more than three million metric tons of clean hydrogen annually — which reaches nearly one third of the 2030 U.S. clean hydrogen production goal. Additionally, the hubs will eliminate 25 million metric tons of carbon dioxide emissions from end uses each year. That's roughly equivalent to annual emissions of over 5.5 million gasoline-powered cars.

“Unlocking the full potential of hydrogen—a versatile fuel that can be made from almost any energy resource in virtually every part of the country—is crucial to achieving President Biden’s goal of American industry powered by American clean energy, ensuring less volatility and more affordable clean energy options for American families and businesses,” U.S. Secretary of Energy Jennifer M. Granholm says in the release. “With this historic investment, the Biden-Harris Administration is laying the foundation for a new, American-led industry that will propel the global clean energy transition while creating high quality jobs and delivering healthier communities in every pocket of the nation.”

HyVelocity has been a vision amongst Houston energy leaders for over a year, announcing its bid for regional hydrogen hub funding last November. Another Houston-based clean energy project was recently named a semi-finalist for National Science Foundation funding.

“We are excited to get to work making HyVelocity come to life,” Brett Perlman, president and CEO of Center for Houston’s Future, says in the release. “We look forward to spurring economic growth and development, creating jobs, and reducing emissions in ways that will benefit local communities and the Gulf Coast region as a whole. HyVelocity will be a model for creating a clean hydrogen ecosystem in an inclusive and equitable manner.”

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This article originally ran on EnergyCapital.

Both Rice University and the University of Houston were selected by the Department of Energy to receive funds for ongoing research projects. Photo via Getty Images

Houston researchers snag government funds for net-zero emissions projects

seeing green

Rice University and the University of Houston were two of four national institutions to receive sizable grants from the Department of Energy last month to go toward the research and development of projects that will improve CO2 storage to help move the country toward the goal of net-zero emissions by 2050.

Each of the four projects works to advance long-term, commercial-scale geologic sequestration of CO2. According to a release from the DOE, the process of carbon capture and storage (known as CSS) separates and captures CO2 from the emissions of industrial processes before it is released into the atmosphere. Once captured, the CO2 is then injected into deep underground geologic formations, known as caprock.

However, during seismic events, like an earthquake or volcanic eruption, the CO2 can leak through the ground and contaminate the water supply.

"Large scale carbon capture efforts are vital to getting America emissions free by 2050, and how we store this CO2 must be safe, secure and permanent," said U.S. Secretary of Energy Jennifer M. Granholm. "The R&D investments in new tools and technology to monitor underground activity near CO2 storage sites will help us minimize risk from natural events like earthquakes, safeguard the environment and water supply, and get us that much closer to our clean energy goals."

Rice was awarded nearly $1.2 million from the DOE for its project that aims to develop a new strategy for monitoring seal integrity in the CCS process. The project "has the potential to provide a powerful platform for identifying CO2 leakage through reactivated faults or fracture zones," the statement said.

UH received a nearly $800,000 grant for its project that will work to determine cost-effective seismic data processing technologies that will automatically detect faults on 3D seismic migration images.

The project is being developed by Yingcai Zheng at the University of Houston in collaboration with Los Alamos National Lab and Vecta Oil and Gas and aims will help not only estimate seismic activity, but will also be able to estimate the fluid leakage pathways in certain regions, according to a separate release from UH.

"Most think of applied geophysics as linked to the oil and gas industry," Zheng said in the statement. "While that is true, when we think of the energy transition and how to achieve our goals, it is important to realize that this cannot happen without studying the geophysics of the subsurface – in a way, it literally holds the well-being of humanity's future."

The remaining two projects that received grants from the DOE come from the Battelle Memorial Institute in Ohio and The New Mexico Institute of Mining and Technology. In total the DOE issues $4 million to support the projects.

A number of Houston energy leaders are looking at smarter ways to store CO2. This spring, Joe Blommaert, the Houston-based president of ExxonMobil Low Carbon Solutions, said that he envisions creating a $100 billion carbon-capture hub along the Houston Ship Channel. And that same month Occidental's venture arm, Oxy Low Carbon Ventures, announced plans to construct and operate a pilot plant that would convert carbon dioxide into feedstocks.

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Houston ranks among world’s top 30 emerging startup ecosystems

Startup Status

Long known as the Energy Capital of the World, Houston also ranks among the world’s top 30 emerging startup ecosystems, according to a new report.

The report from Startup Genome, a research and advisory organization, doesn’t assign a specific numeric ranking to Houston’s startup ecosystem. Rather, it puts Houston in the ranking range of 21 to 30 for emerging ecosystems. Startup Genome weighed factors such as early-stage funding, performance and talent to identify the top emerging ecosystems.

Houston also gained notice for being one of the world’s 20 emerging ecosystems with at least four unicorn startups in the past 10 years. Houston and nine other ecosystems each had four unicorns.

According to StartupBlink, a startup research platform, Houston’s startup ecosystem grew 24 percent in 2025, with over 1,300 startups and total startup funding exceeding $808 million. StartupBlink places Houston at No. 46 among the world’s top 100 startup ecosystems.

In a recent post on LinkedIn, David Horsup, executive in residence at the Rice Alliance Clean Energy Accelerator, wrote that Houston “has all the ingredients to be wildly successful if it stays true to its differentiated pillars that drive the economy — energy, medical, and aerospace.”

Mumbai topped Startup Genome’s list of emerging ecosystems, followed by Istanbul, Madrid, Salt Lake City-Provo and Barcelona. After Salt Lake City-Provo, the top U.S. ecosystems were Phoenix, Detroit, Minneapolis and Las Vegas.

Silicon Valley led Startup Genome’s ranking of the world’s top established ecosystems, followed by New York City, London, Tel Aviv and Boston. Austin landed at No. 18 in this category and Dallas at No. 27.

“For much of the past decade, this report has chronicled the welcome dispersion of opportunity beyond the traditional hubs,” Startup Genome writes. “That trend has not died — but it has been complicated. Capital and scale are consolidating once more, particularly in the United States, and the gap between leading and emerging ecosystems is widening.”

KBR names C-suite duo to lead $5.3B government services spinoff

new leaders

In advance of the spinoff of its Mission Technology Solutions unit, Houston-based KBR has made two C-suite hires for the new business.

Michael LaRouche is coming aboard as president and CEO of the spinoff, currently called SpinCo, on Sept. 26. Nicholas Veasey is joining as executive vice president and chief financial officer on July 1.

“Michael and Nick bring a highly complementary combination of operational leadership, financial expertise, and mission-driven experience, and together they will accelerate our impact for stakeholders,” Stuart Bradie, chairman, president and CEO of publicly traded KBR, said in a news release.

LaRouche currently is CEO of Serco North America, a Herndon, Virginia-based government services contractor. Veasey most recently was CFO of MAG Aerospace, a Fairfax, Virginia-based defense contractor.

SpinCo, a government services contractor, will launch with more than $5.3 billion in annual revenue and 20,000 employees. KBR’s total headcount is around 36,000. Branding for SpinCo, including a formal name, will be revealed in July.

“SpinCo is positioned as a top-tier provider of differentiated technology solutions, anchored by deep mission expertise, global scale, and a relentless commitment to delivering for our customers,” LaRouche says.

After the spinoff, the slimmed-down KBR will focus on its Sustainable Technology Solutions business, a provider of energy and industrial technology that generated $2.5 billion in revenue in 2025. Bradie will remain chairman, president and CEO of the business.

Both SpinCo and the new KBR will be public companies. The spinoff is scheduled to be completed in January.

Experts: Houston's VC ecosystem has set the foundation — now we need scale

guest column

Fervo Energy went public earlier this summer. The Houston geothermal company priced its IPO at $27 per share, raised $1.89 billion, and opened the next morning at a market capitalization north of $10 billion. By most measures, it is the largest venture-backed cleantech IPO in history and an unambiguous win for Houston. It’s also a useful moment to look at where Houston's venture ecosystem stands and where it can go. The highlight: Houston's venture ecosystem has real foundations and, with increased company formation activity, can grow into the scale our city's ambitions deserve.

A Houston energy story in the national recovery

The recent uptick in Houston venture activity follows national trends. U.S. venture deal count contracted roughly 22 percent from its 2021 peak through 2024 before rebounding to about 16,700 rounds in 2025. Houston's 23 percent increase in VC funding from 2023 to 2024 is part of a national recovery of comparable magnitude over the same time window.

The energy sector is where Houston exhibits unique trends—and where the story turns clearly positive. (Houston's strong health and space sectors deserve their own separate consideration.) By deal count, energy-related rounds have accounted for 15 to 20 percent of Houston activity, roughly consistent over the past few years.

By capital, energy's share surged from about 14 percent in 2023 to over 60 percent in 2025, driven by a small number of large Houston-headquartered rounds, primarily in geothermal and related technologies. Fervo is the obvious anchor, but Sage Geosystems, Quaise Energy, Zeta Energy, Vaulted Deep, Applied Carbon and Mariana Minerals have all closed meaningful rounds. Houston is concentrated and accelerating as an energy capital market, an invaluable position to build upon.

From foundation to scale

The institutional pieces are in place. Greentown Labs, Activate, the Ion and others have built sector-specialized infrastructure most cities would struggle to assemble. Fervo itself is an alum of both Activate and Greentown Labs. Mercury Fund closed its $160 million Fund V, its largest ever. Houston Angel Network, GOOSE Capital, Fathom Fund, and broader pre-seed and seed capital coverage are here. The Houston $10 million-plus Series A list now includes 40 rounds since 2021, which break roughly into two eras. While 2021 to 2022 was biotech-heavy, with companies like Sporos Bioventures, RadioMedix, Cellenkos and Coya Therapeutics, 2024 to 2025 has tilted clearly toward energy, climate, and critical minerals, with Vaulted Deep, Applied Carbon, Mariana Minerals, Sage Geosystems and Ignis H2 Energy among them.

What’s less developed is the volume of seed-stage companies flowing into that capital. Imagine a dozen more Fervos coming out of that infrastructure over the next decade, each generating jobs, recycled founder capital, and the next wave of operators and angel investors. That is the kind of opportunity Houston has within reach if we build the company-formation pipeline to feed it. To be relevant on the national stage as a venture market, and to drive an economy the size of Houston's into the 2030s, the city needs to be doing closer to 20 Series A rounds per month rather than per year. That throughput implies roughly 1,000 seed rounds per year, feeding the funnel at a 20 percent to 30 percent graduation rate. Reaching such throughput depends on how many new founders Houston produces and how quickly our innovation ecosystem can help them achieve lift-off.

Houston in context

The comparative picture brings the scaling challenge into focus. Between 2021 and 2024, Houston-area startups closed between 126 and 153 disclosed venture rounds per year, against a national count between 9,854 and 14,125. That places Houston at a little over 1 percent of the U.S. deal count. For comparison, Austin ran about three times Houston's deal count each year.

At the Series A level, Houston closed between 12 and 24 rounds in any given year. The median Houston Series A across the period was about $10.7 million, compared with $15.4 million in San Francisco. Houston founders are raising fewer and smaller Series A rounds than founders in peer metros, which points directly to where Houston has the most room to grow.

The unicorn picture tells the same story. From 2021 through 2025, the U.S. produced 590 venture-backed unicorns. Four were Houston-based: Solugen and Axiom Space in 2021, Cart.com in 2023, and Fervo Energy in 2024. Adding HighRadius from 2020 brings Houston's all-time total to five. Austin added 19 over the same five-year window. The path from here is to make Houston's entries on lists like these less the exception and more the rule.

Where this leads

Houston has a real opportunity to become the deepest, most credible energy and climate capital market in the country, with the company formation, talent and operator density to support it. The data shows the foundation is already in place. Fervo, Solugen and the growing roster of energy-adjacent Series A graduates are proof. Fervo's IPO is the first of what should be many. Houston has not had a venture-backed cleantech liquidity event of this scale before, and the city now has one to reference, recruit against and build on. With increased company formation at the seed and pre-seed stages, a Fervo-scale outcome need not be a generational event in Houston, but instead, it can become part of a chain reaction powering the city's economy.

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Stephanie T. Schmidt, PhD, is the founder of a stealth startup, a Venture Fellow at Energy Transition Ventures, and an Executive MBA candidate at Rice University's Jones Graduate School of Business. Lawson Gow is the Chief Operating Officer of Greentown Labs. The full Houston VC landscape report is available at Energy Transition Ventures and CleanTech.Org.

Sources: Crunchbase, PitchBook-NVCA, Carta
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