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The University of Houston ranks 60th on the National Academy of Inventors’ (NAI) list of the Top 100 Universities in the U.S. Granted Utility Patents.

This new list was created to celebrate American innovation and to highlight the universities that play a large role in advancing the innovation ecosystem within the U.S. and beyond.

Utility patents are among the most valuable assets in the world because they give inventors exclusive commercial rights to produce and utilize their technologies.

UH had 32 patents granted last year, and more than 200 granted since 2015. The University is also home to the nation’s top-ranked undergraduate entrepreneurship program and is one of the top 25 royalty-earning universities in the country.

UH joins the University of Texas (3rd), Texas A&M (37th), Texas Tech (tied for 75th) and Baylor (tied for 75th) as the only Texas institutions ranked.

“This recognition further underscores our commitment to innovation and the impactful research taking place at UH,” says Ramanan Krishnamoorti, vice president of energy and innovation at UH. “It is a testament to the dedication and ingenuity of our faculty, researchers, and students who continue to push the boundaries of knowledge and drive positive change in our world through their hard work and inventive contributions.”

Since 2013, NAI has published a list of the top 100 patent-producing universities worldwide, and UH has made that list seven of the past eight years. This new list is meant to provide a more focused view of the national innovation landscape and the contributions made by U.S. academic institutions.

“As a U.S.-based national academy, it is important to us not only to showcase innovation happening on the broader world stage, but here at home as well,” says Jamie Renee, executive director of the NAI. “Invention has been part of the American experience since the country’s inception, with intellectual property being protected in the Constitution.”

NAI’s Top 100 lists are created using calendar year data provided by the United States Patent and Trademark Office. Top 100 placement includes all named assignees listed on the patent.

“Innovation has always been at the heart of U.S. culture and the Top 100 U.S. Universities list allows us to recognize and celebrate the commitment these universities have to the American tradition of invention and protection of IP,” adds Renee.

The National Academy of Inventors is a member organization comprising U.S. and international universities, and governmental and non-profit research institutions, with over 4,000 individual inventor members and fellows spanning more than 250 institutions worldwide.

It was founded in 2010 to recognize and encourage inventors with patents issued from the United States Patent and Trademark Office (USPTO), enhance the visibility of academic technology and innovation, encourage the disclosure of intellectual property, educate and mentor innovative students, and translate the inventions of its members to benefit society.

The NAI has a close partnership with the USPTO that is reflected in their joint mission to expand access to underrepresented individuals and institutions participating in the invention and innovation ecosystem.

Photo by Jon Burke

Innovation and new business incubation at the University of Houston’s Technology Bridge is on a roll

Start Me Up

When Jacob Thomas first came to the University of Houston’s Technology Bridge in 2016, he knew it was the perfect incubator space to grow his company, Alchemy Sciences. The excellent support infrastructure enabled the fledgling oil recovery business to focus on improving its technology, product and business development, and operations.

“Technology Bridge also had the advantage of being located at a premier, research-focused university that afforded the opportunity to collaborate not just with other startups but with groundbreaking innovators on campus,” Thomas says.

And when Hadi Ghasemi, an associate professor in the UH Cullen College of Engineering, launched Elemental Coatings for his revolutionary anti-icing material in 2019, his ideal space was literally minutes from his campus laboratory.

“We have one of the best spaces in town right here near campus,” he says. “From a ready-made workforce to the facilities, it was a unique opportunity that was perfect for us.”

Thomas and Ghasemi aren’t alone in their assessments. They are part of a booming community of entrepreneurs setting up shop in Technology Bridge, Houston’s premier innovation park for technology commercialization, industrial partnerships, and startup development, located adjacent to the UH campus along the Gulf Freeway.

Connecting people and ideas

UH prides itself on spurring innovation, from the first spark of an idea to the transfer of knowledge and technology. The University is home to the nation’s top-ranked undergraduate entrepreneurship program and is one of the top 25 royalty-earning universities in the United States. And for seven of the past eight years, UH has ranked among the top 100 global universities for the number of utility patents issued.

Tanu Chatterji, the associate director of startup development at Technology Bridge, includes those accolades in her pitch to prospective tenants. But it’s the wealth of established relationships with UH researchers and potential employees already on campus that is the biggest selling point.

“If you are looking to grow a company and plug into a major ecosystem, Technology Bridge is where you want to be. You have access to the talent, expertise, facilities, and resources you need to be successful,” says Chatterji, noting that UH is a Carnegie-designated Tier One research university with 35 faculty members in the National Academy of Inventors.

"The students, faculty and resources at the heart of our ecosystem set us apart from everyone else," says Ramanan Krishnamoorti, UH vice president of energy and innovation.

Right now, Technology Bridge has more than 20 companies utilizing a wealth of amenities, including private and shared incubator lab spaces designed to support chemical, mechanical, and life sciences startups.

The Innovation Center features large, fully equipped and furnished office spaces with open and private areas, conference rooms and collaborative meeting areas, and a common kitchen area.

Additionally, startups receive unmatched access to UH faculty, one-on-one mentorship opportunities, and the full support of the UH Office of Technology Transfer and Innovation to help with funding, workshops, grant development, and commercialization.

“This is an innovation environment that is unique to Houston. We’re all about connecting people and ideas,” Chatterji says.

A community for innovators

To access the benefits of Technology Bridge and enjoy its competitive rental rates, companies are required to fulfill certain criteria. This includes committing to a minimum one-year contract and actively engaging with the UH innovation community at one of three levels: hiring university talent, working collaboratively on projects with faculty or sponsoring research, or commercializing UH intellectual property.

“We’re not looking to give out cheap space to anyone who’s just going to move out in three years,” Chatterji says. “We really want the right partners on board to help us cultivate this ecosystem.”

Technology Bridge is home to a diverse mix of companies, comprising both external organizations and spinoffs founded by faculty, graduate students, and staff. While some ventures are still in the early stages, actively seeking funding and assembling their teams, a handful have already reached the exciting milestone of selling products and are preparing to transition into larger, more permanent facilities.

“The higher the engagement, the higher the discount they get on their lease,” Chatterji says. “On the flip side, there’s incentive for UH to keep these companies within our family so we get to share new ideas and innovations and they can mentor our faculty and students.”

Building for the future

It’s not only innovators who are taking notice of the remarkable developments happening at Technology Bridge.

U.S. Rep. Sylvia Garcia, who represents Texas’ 29th congressional district where Technology Bridge is located, helped secure nearly $3 million in federal funding for infrastructure improvements that will further grow its position as a leader in Houston’s innovation space.

“We have a lot of momentum at Technology Bridge as we continue to support Houston’s growing innovation economy,” says Ramanan Krishnamoorti, vice president of energy and innovation at UH. “We’re building great partnerships and providing these startups with everything they need to commercialize technologies and be successful.”

Most of the $2.875 million will benefit the UH Industry & International Innovation Hub (UHI), a planned center for industry partner engagement with an investor and mentoring studio and event space.

It will also increase onsite industry and startup capacity and establish workforce development and training rooms. The remaining money will be used to establish The Deck Innovation & Coworking Center, with eight new private offices that will increase lease revenue by a projected 150 percent. The entire project is expected to increase capacity by more than 20 companies.

“No other space in Houston has what we have,” adds Krishnamoorti. “It’s not just the Tech Bridge, it’s the University of Houston Tech Bridge. The students, faculty, and resources at the heart of our ecosystem set us apart from everyone else.”

Success stories

In recent years, startups at Technology Bridge have developed innovations in advanced materials, pharmaceuticals, and food and agriculture, as well as infrastructure and construction, optometry, medical devices, and computer software.

Among their accomplishments are hundreds of groundbreaking inventions such as a plant-based polymer with the potential to replace petroleum-based plastics and revolutionary therapeutics that have had a profound impact on patients worldwide, offering treatments for cancer, Alzheimer’s disease, and epilepsy.

Thomas’ Alchemy Sciences, renowned for its portfolio of products that enhance the efficiency of oil and gas production in multiple basins across the United States, is now embarking on the early stages of expansion to Latin America. The company recently graduated from Technology Bridge, moving into a larger space to accommodate its growing operations.

“An incubation ecosystem like this is essential for technology startups as they begin their journey” Thomas says. “The proactive staff, modern lab facilities, and associated support system enabled us to conduct experimental work efficiently and was key to our growth over the past five years.”

Elemental Coatings, a company founded on technology pioneered by Ghasemi at his UH lab, produces anti-icing surfaces with exceptional durability, even in the harshest environmental conditions. After four years at Technology Bridge, Ghasemi said the company will double its workforce and move into a bigger facility early next year.

“When we started this journey, there were maybe two companies at Technology Bridge, so it’s been amazing to see this growth,” says Ghasemi. “Access to a knowledgeable workforce, along with the facilities and support for intellectual property protections and patents, was essential for us and is crucial for any startup.”

Photo courtesy of UH

New energy institute from UH and Shell will put Houston at the center of innovation

The Great Energy Transfer

Two years ago, Texas’ failing electrical grid became a global sensation and the state was thrust into the spotlight of the developing energy crisis conversation.

This past year, Russia’s invasion of Ukraine again brought the push for alternative sources with a renewed sense of urgency to the top of agendas as oil became scarce.

Moving the energy industry into the future will require a deep investment not only in developing new and greener technology and infrastructure, but also in a dynamic and motivated new workforce.

This core concept forms the foundation of the UH energy initiative. It was with this common objective in mind that the University of Houston, Shell USA Inc., and Shell Global Solutions (US) Inc. began discussions about how to usher in a new energy era.

“What they were looking at was what really is important for both entities going forward,” says Joe Powell, Shell’s former chief scientist and chemical engineer. “And what type of collaboration could help achieve some of these very significant societal goals — which involve decarbonization and a move to the circular economy — but then also the problem of workforce development and how we excite students to choose careers in energy.”

In 2022, the two entities came together to open the Energy Transition Institute at UH, with Powell named as its founding executive director. The institute will lean on a $10 million initial donation from Shell and a total of at least $52 million overall in contributions. Through a just and equity-driven pathway, the institute will focus on the production and use of reliable, affordable, and cleaner energy.

“Energy is the lifeline of the world’s economy — in order to improve human development, you need to have access to affordable, reliable energy,” says Ramanan Krishnamoorti, vice president of energy and innovation at UH. He sees the institute playing a pivotal role in a societal reckoning about the impact of climate change. “We’re thinking about the global challenge of improving quality of life for the 11 billion people who will be on the planet by 2100.”

Taking shape
The institute will focus on four key workstreams. First, it will recruit expert faculty to collaborate with researchers across UH as they dive into the energy transition.

Second, it will seek to impact policymakers through education and public-private partnerships. A new UH Energy Transition Index will track the industry’s progress. Recruitment of policy-minded faculty will assist in the efforts.

“There’s a lot of headline debate about who’s responsible for global warming and what the solution should look like,” says Powell. “What we want to be at the University of Houston is a trusted voice in the conversation to really show some of the complexity and trade-offs.”

Third, as the institute looks to become the global academic leader of the energy transition, it will keep equity at its core, informing policies that address our most pressing challenges to provide secure, reliable, affordable, and sustainable energy for all.

As one of the most diverse public research universities in the country, it will seek to combat issues in all communities, from the disproportionate environmental health risks that hit low-income communities to the burdens of energy infrastructure and affordability.

Efforts will include developing relationships with other universities and institutions that serve communities impacted by these inequities and collaborating with grassroots organizations to research and address environmental justice initiatives and energy equity.

Finally, the institute will emphasize workforce and talent development by helping the current workforce better understand topics on sustainability, facilitating opportunities with Shell and other partners and integrating experts from Shell into UH experiential learning programs.

“We’re really here to empower the various schools and departments within the University of Houston by having a magnet to expand both the research dimension in this space of energy and circularity but also in the workforce development and student training aspects,” Powell says. “We’re looking to have Houston as a center of innovation, similar to what you see in Silicon Valley and in Boston for medicine.”

As the institute takes shape, it will focus research efforts on three key areas, cementing its reputation as the “Energy University:” hydrogen, carbon management, and circular plastics.

The institute will work closely with UH’s Hewlett Packard Enterprise Data Science Institute. “Data science will be driving a lot of new innovation and ways of working in the new energy and circularity economy,” Powell says.

Harnessing hydrogen
Some see hydrogen as a top candidate for the future of clean energy, but squeezing out the full potential of the most abundant element in the universe will take much more research and development. With the Energy Transition Institute, the University of Houston is taking a step to lead the vector into the future.

Proponents of hydrogen point to its capacity to fuel cars and heat homes while reducing carbon emissions. The institute’s efforts will focus on industrial, storage, and transportation capabilities. Powell sees hydrogen powering heavy-duty transportation, improving air quality by pumping trucks with hydrogen made from clean energy sources. “You can think of it as the diesel fuel of the future,” he says.

One of the biggest challenges to the continued growth of wind and solar is the disparity in its availability — across regions and countries. Hydrogen, again, can help. Hydrogen can be transported through gas pipelines or in liquid form via ships, making it a leading option to store and transfer renewables.

Powell says he’s already been working with regions and countries with abundant wind and solar opportunities. He sees South America, the Middle East, Australia and New Zealand as leaders.

“Essentially, bringing in the energy from regions of the world that have the most intense and durable wind and solar, and distributing it to areas that don’t have quite as good local resource access,” he says.

Of course, there’s value in transferring energy via hydrogen even before the global renewable energy infrastructure reaches maturity.

Had the technology been available and policy interests aligned, the U.S. and other allies could have easily shipped energy reserves last year when Russia’s invasion of Ukraine caused an energy crisis throughout Europe.

As the institute gets its footing, it won’t be the only hydrogen-focused entity in the city.

In 2021, the Bipartisan Infrastructure Law earmarked $7 billion to create 6-10 clean hydrogen hubs nationwide.

UH is the lead academic partner on a proposal, the Hydrogen Transition (LIGH2T) Hub, in partnership with the Southern States Energy Board and the National Energy Technology Laboratory, as well as other organizations. Of the 79 applicants across the country, LIGH2T was one of just 33 projects encouraged to move forward with a full application. Already, the Texas Gulf Coast region produces about a third of the hydrogen used in the U.S., according to Houston Public Media.

“When you think about hydrogen, two-thirds of all the hydrogen pipelines, 95 percent of the hydrogen infrastructure is here in the greater Houston region,” Krishnamoorti says. “If we want to take that next huge leap and start to integrate both incumbent and new technologies, this is where we’ve got the infrastructure in place.”

Carbon, plastics, and beyond
For all the discussion over the past two decades around plastics, we recycle only about 8 percent of all plastic waste today. Meanwhile, 4percent leaks back into the environment, damaging wildlife ecosystems.

“The question is,” Powell says, “how do you reengineer that economy so that there are incentives to be recycling material and not have it lost as waste that falls outside of the system?”

If there’s a place tailor-made to tackle the problem, it’s Houston. No city in the world has a larger concentration of petrochemical manufacturing facilities.

But the challenge is a stout one; while some plastics can be mechanically recycled, others need to go through a chemical conversion process, requiring significant energy as they’re broken down into new materials and made ready for reconstruction. Hence, the institute’s central theme is about creating a cleaner and more efficient system of collection, sourcing, and sorting.

Over time, Powell envisions a complete transformation of the plastics life cycle. Today, the products are largely made from crude oil and, for the most part, thrown into landfills at the end of their life.

In the future, we’ll have “complex multicomponent recycle streams” that reuse the waste material, incorporating clean energy and human-made approaches, like direct air capture of carbon dioxide to curb greenhouse gases. “That’s a very exciting area,” Powell says. “It’s a little bit less developed in terms of having integrated solutions laid out.” That just means there’s opportunity for leadership.

Whether focusing on circular plastics, decarbonization, or advancing hydrogen initiatives, the institute will look to keep the state at the center of conversation on the future of energy and climate change. Since the failure of the state’s electrical grid two years ago, the headlines and social media images here haven’t always been flattering.

But for all its imperfections, Texas has something other regions do not: a global voice. “How do we keep Houston’s ecosystem and Texas’ ecosystem at the forefront of transforming the world?” asks Krishnamoorti. “We’ve been seen as the energy leaders. We’ve not necessarily been seen as the sustainable energy leaders.”

With the help of the Energy Transition Institute, that could change.

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Houston startup debuts new drone for first responders

taking flight

Houston-based Paladin Drones has debuted Knighthawk 2.0, its new autonomous, first-responder drone.

The drone aims to strengthen emergency response and protect first responders, the company said in a news release.

“We’re excited to launch Knighthawk 2.0 to help build safer cities and give any city across the world less than a 70-second response time for any emergency,” said Divyaditya Shrivastava, CEO of Paladin.

The Knighthawk 2.0 is built on Paladin’s Drone as a First Responder (DFR) technology. It is equipped with an advanced thermal camera with long-range 5G/LTE connectivity that provides first responders with live, critical aerial awareness before crews reach the ground. The new drone is National Defense Authorization Act-compliant and integrates with Paladin's existing products, Watchtower and Paladin EXT.

Knighthawk 2.0 can log more than 40 minutes of flight time and is faster than its previous model, reaching a reported cruising speed of more than 70 kilometers per hour. It also features more advanced sensors, precision GPS and obstacle avoidance technology, which allows it to operate in a variety of terrains and emergency conditions.

Paladin also announced a partnership with Portuguese drone manufacturer Beyond Vision to integrate its Drone as a First Responder (DFR) technology with Beyond Vision’s NATO-compliant, fully autonomous unmanned aerial systems. Paladin has begun to deploy the Knighthawk 2.0 internationally, including in India and Portugal.

The company raised a $5.2 million seed round in 2024 and another round for an undisclosed amount earlier this year. In 2019, Houston’s Memorial Villages Police Department piloted Paladin’s technology.

According to the company, Paladin wants autonomous drones responding to every 911 call in the U.S. by 2027.

Rice research explores how shopping data could reshape credit scores

houston voices

More than a billion people worldwide can’t access credit cards or loans because they lack a traditional credit score. Without a formal borrowing history, banks often view them as unreliable and risky. To reach these borrowers, lenders have begun experimenting with alternative signals of financial reliability, such as consistent utility or mobile phone payments.

New research from Rice Business builds on that approach. Previous work by assistant professor of marketing Jung Youn Lee showed that everyday data like grocery store receipts can help expand access to credit and support upward mobility. Her latest study extends this insight, using broader consumer spending patterns to explore how alternative credit scores could be created for people with no credit history.

Forthcoming in the Journal of Marketing Research, the study finds that when lenders use data from daily purchases — at grocery, pharmacy, and home improvement stores — credit card approval rates rise. The findings give lenders a powerful new tool to connect the unbanked to credit, laying the foundation for long-term financial security and stronger local economies.

Turning Shopping Habits into Credit Data

To test the impact of retail transaction data on credit card approval rates, the researchers partnered with a Peruvian company that owns both retail businesses and a credit card issuer. In Peru, only 22% of people report borrowing money from a formal financial institution or using a mobile money account.

The team combined three sets of data: credit card applications from the company, loyalty card transactions, and individuals’ credit histories from Peru’s financial regulatory authority. The company’s point-of-sale data included the types of items purchased, how customers paid, and whether they bought sale items.

“The key takeaway is that we can create a new kind of credit score for people who lack traditional credit histories, using their retail shopping behavior to expand access to credit,” Lee says.

The final sample included 46,039 credit card applicants who had received a single credit decision, had no delinquent loans, and made at least one purchase between January 2021 and May 2022. Of these, 62% had a credit history and 38% did not.

Using this data, the researchers built an algorithm that generated credit scores based on retail purchases and predicted repayment behavior in the six months following the application. They then simulated credit card approval decisions.

Retail Scores Boost Approvals, Reduce Defaults

The researchers found that using retail purchase data to build credit scores for people without traditional credit histories significantly increased their chances of approval. Certain shopping behaviors — such as seeking out sale items — were linked to greater reliability as borrowers.

For lenders using a fixed credit score threshold, approval rates rose from 15.5% to 47.8%. Lenders basing decisions on a target loan default rate also saw approvals rise, from 15.6% to 31.3%.

“The key takeaway is that we can create a new kind of credit score for people who lack traditional credit histories, using their retail shopping behavior to expand access to credit,” Lee says. “This approach benefits unbanked applicants regardless of a lender’s specific goals — though the size of the benefit may vary.”

Applicants without credit histories who were approved using the retail-based credit score were also more likely to repay their loans, indicating genuine creditworthiness. Among first-time borrowers, the default rate dropped from 4.74% to 3.31% when lenders incorporated retail data into their decisions and kept approval rates constant.

For applicants with existing credit histories, the opposite was true: approval rates fell slightly, from 87.5% to 84.5%, as the new model more effectively screened out high-risk applicants.

Expanding Access, Managing Risk

The study offers clear takeaways for banks and credit card companies. Lenders who want to approve more applications without taking on too much risk can use parts of the researchers’ model to design their own credit scoring tools based on customers’ shopping habits.

Still, Lee says, the process must be transparent. Consumers should know how their spending data might be used and decide for themselves whether the potential benefits outweigh privacy concerns. That means lenders must clearly communicate how data is collected, stored, and protected—and ensure customers can opt in with informed consent.

Banks should also keep a close eye on first-time borrowers to make sure they’re using credit responsibly. “Proactive customer management is crucial,” Lee says. That might mean starting people off with lower credit limits and raising them gradually as they demonstrate good repayment behavior.

This approach can also discourage people from trying to “game the system” by changing their spending patterns temporarily to boost their retail-based credit score. Lenders can design their models to detect that kind of behavior, too.

The Future of Credit

One risk of using retail data is that lenders might unintentionally reject applicants who would have qualified under traditional criteria — say, because of one unusual purchase. Lee says banks can fine-tune their models to minimize those errors.

She also notes that the same approach could eventually be used for other types of loans, such as mortgages or auto loans. Combined with her earlier research showing that grocery purchase data can predict defaults, the findings strengthen the case that shopping behavior can reliably signal creditworthiness.

“If you tend to buy sale items, you’re more likely to be a good borrower. Or if you often buy healthy food, you’re probably more creditworthy,” Lee explains. “This idea can be applied broadly, but models should still be customized for different situations.”

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This article originally appeared on Rice Business Wisdom. Written by Deborah Lynn Blumberg

Anderson, Lee, and Yang (2025). “Who Benefits from Alternative Data for Credit Scoring? Evidence from Peru,” Journal of Marketing Research.

XSpace adds 3 Houston partners to fuel national expansion

growth mode

Texas-based XSpace Group has brought onboard three partners from the Houston area to ramp up the company’s national expansion.

The new partners of XSpace, which sells high-end multi-use commercial condos, are KDW, Pyek Financial and Welcome Wilson Jr. Houston-based KDW is a design-build real estate developer, Katy-based Pyek offers fractional CFO services and Wilson is president and CEO of Welcome Group, a Houston real estate development firm.

“KDW has been shaping the commercial [real estate] landscape in Texas for years, and Pyek Financial brings deep expertise in scaling businesses and creating long‑term value,” says Byron Smith, founder of XSpace. “Their commitment to XSpace is a powerful endorsement of our model and momentum. With their resources, we’re accelerating our growth and building the foundation for nationwide expansion.”

The expansion effort will target high-growth markets, potentially including Nashville, Tennessee; Orlando, Florida; and Charlotte and Raleigh, North Carolina.

XSpace launched in Austin with a $20 million, 90,000-square-foot project featuring 106 condos. The company later added locations on Old Katy Road in Houston and at The Woodlands Town Center. A third Houston-area location is coming to the Design District.

XSpace condos range in size from 300 to 3,000 square feet. They can accommodate a variety of uses, such as a luxury-car storage space, a satellite office, or a podcasting studio.

“XSpace has tapped into a fundamental shift in how entrepreneurs and professionals want to use space,” Wilson says. “Houston is one of the best places in the country to innovate and build, and XSpace’s model is perfectly aligned with the needs of this fast‑growing, opportunity‑driven market.”