Rice University spinout lands $500K NSF grant to boost chip sustainability

cooler computing

HEXAspec, founded by Tianshu Zhai and Chen-Yang Lin, has been awarded an NSF Partnership for Innovation grant. Photo courtesy of Rice

HEXAspec, a spinout from Rice University's Liu Idea Lab for Innovation and Entrepreneurship, was recently awarded a $500,000 National Science Foundation Partnership for Innovation grant.

The team says it will use the funding to continue enhancing semiconductor chips’ thermal conductivity to boost computing power. According to a release from Rice, HEXAspec has developed breakthrough inorganic fillers that allow graphic processing units (GPUs) to use less water and electricity and generate less heat.

The technology has major implications for the future of computing with AI sustainably.

“With the huge scale of investment in new computing infrastructure, the problem of managing the heat produced by these GPUs and semiconductors has grown exponentially. We’re excited to use this award to further our material to meet the needs of existing and emerging industry partners and unlock a new era of computing,” HEXAspec co-founder Tianshu Zhai said in the release.

HEXAspec was founded by Zhai and Chen-Yang Lin, who both participated in the Rice Innovation Fellows program. A third co-founder, Jing Zhang, also worked as a postdoctoral researcher and a research scientist at Rice, according to HEXAspec's website.

The HEXASpec team won the Liu Idea Lab for Innovation and Entrepreneurship's H. Albert Napier Rice Launch Challenge in 2024. More recently, it also won this year's Energy Venture Day and Pitch Competition during CERAWeek in the TEX-E student track, taking home $25,000.

"The grant from the NSF is a game-changer, accelerating the path to market for this transformative technology," Kyle Judah, executive director of Lilie, added in the release.

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The H. Albert Napier Rice Launch Challenge awarded $100,000 in equity-free funding to student-led startups, including first-place finisher Veloci Running. Photo courtesy of Rice University.

Student-led startup runs away with prestigious prize at Rice competition

winner, winner

Rice University student-founded companies took home a total of $100,000 in equity-free funding at the annual Liu Idea Lab for Innovation and Entrepreneurship's H. Albert Napier Rice Launch Challenge.

Known as the NRLC, the venture competition features Rice University's top student-founded startups. The competition is open to undergraduate, graduate, and MBA students at Rice.

Five finalists were named earlier this year to pitch their five-minute pitch before the Rice entrepreneurship community on April 22. Each startup walked away with equity-free investment.

Veloci Running took home the first-place prize and $50,000. The company was founded by Tyler Strothman, a former track and field athlete and senior at Rice majoring in sport management.

Inspired by the foot pain he suffered due to the narrow toe boxes in his running shoes, Strothman decided to create a naturally shaped shoe designed to relieve lower leg tightness and absorb impact.

SteerBio took home second place and $25,000. The startup has a patented single-surgery hydrogel solution for lymphedema. It was founded by Mor Sela Golan, Martha Fowler and Alvaro Moreno Lozano. Lozano was recently named to the 2025 Rice Innovation Fellows cohort and Golan was named a Commercialization Fellow.

Third place, and $15,000, went to Labshare, which is an AI-powered web app that streamlines lab inventory and resource sharing. It was founded by Julian Figueroa Jr, John Tian, Mingyo Kang, Arnan Bawa and Daniel Kuo.

Other winners included:

  • Outstanding Undergraduate Award and $2,500: Kinnections
  • Audience Choice Award and $2,000: Labshare
  • Interdisciplinary Innovation Prize sponsored by OURI and $1,000: Haast Autonomous
  • Frank Liu Jr. Prize for Creative Innovation in Music, Fashion, & the Arts and $1,500: Craftroom
  • Outstanding Achievement in Artificial Intelligence Prize and $1,000: Kaducia
  • Outstanding Achievement in Social Impact Prize and $1,000: Kinnections
  • Outstanding Achievement in Consumer Goods Prize and $1,000 : Actile Technologies
  • Outstanding Achievement in Healthcare Innovations Prize and $1,000: Haast Autonomous

The NRLC, open to Rice students, is Lilie's hallmark event. HEXASpec, which develops inorganic fillers that improve heat management for the semiconductor industry, won the event last year. The team also won this year's Energy Venture Day and Pitch Competition during CERAWeek in the TEX-E student track.

Lilie also announced its 2025 Rice Innovation Fellows cohort and its first-ever Commercialization Fellows cohort this month. Read more here.

Taylor Anne Adams is working to support Rice University's most ambitious entrepreneurs. Photo courtesy of Lilie

Meet the Houston innovator setting student startups up for success

HOUSTON INNOVATORS PODCAST EPISODE 240

Rice University can barely keep up with the interest of students in entrepreneurial classes and programming — even in the summer.

The university's Liu Idea Lab for Innovation and Entrepreneurship offers around 30 classes a year and over a dozen co-curricular programs — all focused on supporting student entrepreneurs.

"There is a huge desire for this across the campus," Taylor Anne Adams, head of venture acceleration at Lilie, says on the Houston Innovators Podcast. "Our class enrollment has just continued to skyrocket, and we've had to add on more classes and programs and that still seems to not be enough."

One of the newest additions to the scope of Rice's offerings is the Summer Venture Studio, which launched last year and returned for 2024 with huge interest in the program that was revamped by Adams, who received her MBA at Rice. She says one of her goals was to attract a wide range of technologies and innovations, which she did with the newly announced cohort.

"In the Summer Venture Studio, we have students from undergrad and from the MBA program — we've got PhDs, we've got master's of data science, and it just creates such a vibrant cohort community here," Adams says. "It's about making sure that we're tailoring our programs across the school year as well to make sure we're touching all parts of the campus."

Adams, who's worked with various Houston organizations, including The Cannon, DivInc, and Mercury, is not only passionate about supporting the Rice startup community, but also the greater Houston network of innovators. She's currently on the founding team of The Collectiv, a Houston-based venture firm that's currently raising its first fund to invest in sports tech.

"The people here are entrepreneurial by nature. Houston was founded by entrepreneurs. Yes, we have a lot of traditional industry here, but that wasn't always the case. People had to build those industries from the ground up," Adams says. "It's in the DNA of the city."

The 12-week program received a record number of applications, that spanned the campus' degree offerings. Photo via rice.edu

Rice accelerator names innovative second summer cohort

ready to grow

Rice University's Liu Idea Lab for Innovation & Entrepreneurship, or Lilie, has named eight teams to the second cohort of the Lilie Summer Venture Studio.

The teams are focused on a range of innovative concepts, from health care solutions to running shoe design to automating recruiting from the NCAA Transfer Portal.

According to Rice, the 12-week program received a record number of applications, that spanned the campus' degree offerings.

“We are thrilled to see such a high level of interest and excitement from Rice students for a high-growth venture accelerator,” Kyle Judah, executive director of Lilie, said in a statement. “The diversity and creativity in this year's applications were truly inspiring, and we’re excited to support these promising ventures with the resources and mentorship they need to hit escape velocity and create the next generation of pillar companies for Houston, Texas and the world.”

The selected teams will receive $15,000 in non-dilutive funding from the accelerator, along with access to coworking space and personalized mentorship in the Liu Idea Lab.

Here are the teams for the 2024 Lilie Summer Venture Studio:

  • Coflux Purification, a patent-pending in-stream module that breaks down PFAS using a novel absorbent for chemical-free water
  • Docflow, focused on streamlining residency shift scheduling
  • JewelVision, building virtual fitting rooms for jewelry e-commerce retailers using generative AI
  • Levytation, using data science and AI to answer critical questions about sales and customers for coffee shop management
  • OnGuard, a marketplace to book off-duty police officers and security professionals
  • Roster, leverages data on athletes in the NCAA Transfer Portal to automatically send updates on players to coaches
  • Solidec, a technology platform that extracts molecules from water and air, transforms them into pure chemicals and fuels without any carbon emissions
  • Veloci, a running shoe venture that addresses common pains through shoe design

Lilie launched the Summer Venture Studio last year. According to Rice, two out of the six teams selected, Helix Earth Technologies and Tierra Climate, raised venture capital funds after completing the accelerator program.

Helix Earth Technologies also went on to earn the inaugural TEX-E Prize at CERAWeek in 2023.

“The track record of our Summer Venture Studio Accelerator speaks for itself, despite being early in our second year," Taylor Anne Adams, head of venture acceleration programs at the Liu Idea Lab, said in a statement. "This is the power of entrepreneurship programming that is designed by founders, for founders, that happens at the Liu Idea Lab.”


Last year, Lilie also named 11 successful business leaders with ties to Houston to its first Lilie’s Leadership Council. Each agreed to donate time and money to the university’s entrepreneurship programs. Click here to see who made the list.
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Texas falls to bottom of national list for AI-related job openings

jobs report

For all the hoopla over AI in the American workforce, Texas’ share of AI-related job openings falls short of every state except Pennsylvania and Florida.

A study by Unit4, a provider of cloud-based enterprise resource planning (ERP) software for businesses, puts Texas at No. 49 among the states with the highest share of AI-focused jobs. Just 9.39 percent of Texas job postings examined by Unit4 mentioned AI.

Behind Texas are No. 49 Pennsylvania (9.24 percent of jobs related to AI) and No. 50 Florida (9.04 percent). One spot ahead of Texas, at No. 47, is California (9.56 percent).

Unit4 notes that Texas’ and Florida’s low rankings show “AI hiring concentration isn’t necessarily tied to population size or GDP.”

“For years, California, Texas, and New York dominated tech hiring, but that’s changing fast. High living costs, remote work culture, and the democratization of AI tools mean smaller states can now compete,” Unit4 spokesperson Mark Baars said in a release.

The No. 1 state is Wyoming, where 20.38 percent of job openings were related to AI. The Cowboy State was followed by Vermont at No. 2 (20.34 percent) and Rhode Island at No. 3 (19.74 percent).

“A company in Wyoming can hire an AI engineer from anywhere, and startups in Vermont can build powerful AI systems without being based in Silicon Valley,” Baars added.

The study analyzed LinkedIn job postings across all 50 states to determine which ones were leading in AI employment. Unit4 came up with percentages by dividing the total number of job postings in a state by the total number of AI-related job postings.

Experts suggest that while states like Texas, California and Florida “have a vast number of total job postings, the sheer volume of non-AI jobs dilutes their AI concentration ratio,” according to Unit4. “Moreover, many major tech firms headquartered in California are outsourcing AI roles to smaller, more affordable markets, creating a redistribution of AI employment opportunities.”

Houston energy trailblazer Fervo closes $462 million Series E

Fresh Funds

Houston-based geothermal energy company Fervo Energy has closed an oversubscribed $462 million series E funding round, led by new investor B Capital.

“Fervo is setting the pace for the next era of clean, affordable, and reliable power in the U.S.,” Jeff Johnson, general partner at B Capital, said in a news release.

“With surging demand from AI and electrification, the grid urgently needs scalable, always-on solutions, and we believe enhanced geothermal energy is uniquely positioned to deliver. We’re proud to support a team with the technical leadership, commercial traction, and leading execution capabilities to bring the world’s largest next-generation geothermal project online and make 24/7 carbon-free power a reality.”

The financing reflects “strong market confidence in Fervo’s opportunity to make geothermal energy a cornerstone of the 24/7 carbon-free power future,” according to the company. The round also included participation from Google, a longtime Fervo Partner, and other new and returning investors like Devon Energy, Mitsui & Co., Ltd., Mitsubishi Heavy Industries and Centaurus Capital. Centaurus Capital also recently committed $75 million in preferred equity to support the construction of Cape Station Phase I, Fervo noted in the release.

The latest funding will support the continued buildout of Fervo’s Utah-based Cape Station development, which is slated to start delivering 100 MW of clean power to the grid beginning in 2026. Cape Station is expected to be the world's largest next-generation geothermal development, according to Fervo. The development of several other projects will also be included in the new round of funding.

“This funding sharpens our path from breakthrough technology to large-scale deployment at Cape Station and beyond,” Tim Latimer, CEO and co-founder of Fervo, added in the news release. “We’re building the clean, firm power fleet the next decade requires, and we’re doing it now.”

Fervo recently won Scaleup of the Year at the 2025 Houston Innovation Awards, and previously raised $205.6 million in capital to help finance the Cape Station earlier this year. The company fully contracted the project's capacity with the addition of a major power purchase agreement from Shell this spring. Fervo’s valuation has been estimated at $1.4 billion and includes investments and support from Bill Gates.

“This new investment makes one thing clear: the time for geothermal is now,” Latimer added in a LinkedIn post. “The world desperately needs new power sources, and with geothermal, that power is clean and reliable. We are ready to meet the moment, and thrilled to have so many great partners on board.”

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This article originally appeared on EnergyCapitalHTX.com.

Baylor center receives $10M NIH grant to continue rare disease research

NIH funding

Baylor College of Medicine’s Center for Precision Medicine Models received a $10 million, five-year grant from the National Institutes of Health last month that will allow it to continue its work studying rare genetic diseases.

The Center for Precision Medicine Models creates customized cell, fly and mouse models that mimic specific genetic variations found in patients, helping scientists to better understand how genetic changes cause disease and explore potential treatments.

The center was originally funded by an NIH grant, and its models have contributed to the discovery of several new rare disease genes and new symptoms caused by known disease genes. It hosts an online portal that allows physicians, families and advocacy groups to nominate genetic variants or rare diseases that need further investigation or new treatments.

Since its founding in 2020, it has received 156 disease/variant nominations, accepted 63 for modeling and produced more than 200 precision models, according to Baylor.

The center plans to use the latest round of funding to bring together more experts in rare disease research, animal modeling and bioinformatics, and to expand its focus and model more complex diseases.

Dr. Jason Heaney, associate professor in the Department of Molecular and Human Genetics at BCM, serves as the lead principal investigator of the center.

“The Department of Molecular and Human Genetics is uniquely equipped to bring together the diverse expertise needed to connect clinical human genetics, animal research and advanced bioinformatics tools,” Heaney added in the release. “This integration allows us to drive personalized medicine forward using precision animal models and to turn those discoveries into better care for patients.”

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