Rice University's edtech company receives $90M to lead NSF research hub

major collaboration

At an event at the Ion, OpenStax and Rice University announced a $90 million NSF-backed initiative. Photo by Jeff Fitlow/Rice

An educational technology company based out of Rice University has received $90 million to create and lead a research and development hub for inclusive learning and education research. It's the largest research award in the history of the university.

OpenStax received the grant funding from the U.S. National Science Foundation for a five-year project create the R&D hub called SafeInsights, which "will enable extensive, long-term research on the predictors of effective learning while protecting student privacy," reads a news release from Rice. It's the NSF's largest single investment commitment to national sale education R&D infrastructure.

“We are thrilled to announce an investment of $90 million in SafeInsights, marking a significant step forward in our commitment to advancing scientific research in STEM education,” NSF Director Sethuraman Panchanathan says in the release. “There is an urgent need for research-informed strategies capable of transforming educational systems, empowering our nation’s workforce and propelling discoveries in the science of learning.

"By investing in cutting-edge infrastructure and fostering collaboration among researchers and educators, we are paving the way for transformative discoveries and equitable opportunities for learners across the nation.”

SafeInsights is funded through NSF’s Mid-scale Research Infrastructure-2 (Mid-scale RI-2) program and will act as a central hub for 80 partners and collaborating institutions.

“SafeInsights represents a pivotal moment for Rice University and a testament to our nation’s commitment to educational research,” Rice President Reginald DesRoches adds. “It will accelerate student learning through studies that result in more innovative, evidence-based tools and practices.”

Richard Baraniuk, who founded OpenStax and is a Rice professor, will lead SafeInsights. He says he hopes the initiative will allow progress to be made for students learning in various contexts.

“Learning is complex," Baraniuk says in the release. "Research can tackle this complexity and help get the right tools into the hands of educators and students, but to do so, we need reliable information on how students learn. Just as progress in health care research sparked stunning advances in personalized medicine, we need similar precision in education to support all students, particularly those from underrepresented and low-income backgrounds.”

OpenStax awarded $90M to lead NSF research hub for transformational learning and education researchwww.youtube.com

From Your Site Articles
Cadence is investing in Girlstart, an Texas-based nonprofit empowering women in STEM. Photo by Amber Heckler

Tech company revs up support for Texas women in STEM at special F1 event

girls in the driver seat

This week, the worlds of the Lone Star State's tech scene, women in STEM, and Formula 1 collided.

At a private event on Wednesday, October 19, hosted by computational software company Cadence Design Systems, Senior VP of Global HR Tina Jones spoke highly about the pride she felt about Cadence’s company culture and their goals for leaving the world better than they found it in regards to sustainability and giving back to the community. Last week, Cadence was ranked 19th in the 2022 World’s Best Workplaces list.

One of the ways Cadence is giving back to the community is through their Giving Foundation. The foundation is investing in organizations like Girlstart, an Austin-based nonprofit whose mission is to empower young girls’ interest in STEM through educational programs and camps.

“We are determined to make a difference in access to STEM education for those who have been traditionally underrepresented,” Jones said.

Jones announced Cadence would make a $25,000 donation to Girlstart to help further the organization’s mission and to invest in the future women they want to hire. The organization has locations all around Texas, including Dallas, Houston, San Antonio and the Rio Grande Valley, as well as locations in other states like California, Illinois, Washington, and Massachusetts.

“We want to start at Kindergarten and take them through 12th grade and give girls confidence in STEM,” Jones said, “Girlstart is doing that here in Austin, and we’re super proud to be associated with them.”

Girlstart Executive Director Shane Woods was present to accept the donation. During her speech, Woods discussed the importance of broadening young women’s understanding of what STEM is and nurturing a positive mentality so they can stay inspired in their careers.

Part of Woods’ work is to make sure girls know about the different fields that “need STEM eyes” such as biomedical engineering, environmental sustainability, and social justice.

The rest of the event centered around Cadence’s partnership with F1 team McLaren Racing, with three primary team members in attendance – CEO Zak Brown, Team Principal Andreas Seidl, and driver Daniel Ricciardo.

Ricciardo has never been shy about his love for the capital of Texas. He said he was naive about the city when F1 first arrived in 2012, but now it’s one of his favorite places. Circuit of the Americas is one of his favorite challenging tracks, noting the “high speed snake section” at turns three through eight that remind him of similar turns Maggotts and Becketts at Silverstone.

“A circuit that really pushes the car to the limits is fun,” he said, “That’s what I love about Austin.”

McLaren’s partnership with Cadence is significant for more than their expertise with computational fluid dynamics. Both companies share similar goals in regards to environmental sustainability and equality. In 2021, McLaren became the first F1 team to release an annual sustainability report, showing they are on track to achieve carbon net zero by 2040. In that same year, they announced Emma Gilmour would be the team’s first female racing driver, racing in Extreme E alongside Tanner Foust.

When asked about what they predict the next 10 years of Formula 1 will look like, Brown and Ricciardo agreed they hoped to see F1 still thriving and at the pinnacle of motorsport, while also giving recognition to the rise of other motorsports. Brown said he would like to see the introduction of rotational races in other countries.

“We have a lot of countries that want races. We’re at a maximum schedule of 24…I would love to see us in 30 countries, but 24 times a year. You might land on 18 permanent races and then have 10 that rotate every two years or something like that,” Brown said. “I think there’s room to grow the sport globally."

------

This article originally ran on CultureMap.

A new program at UH is providing Houston students with access to research tools and mentorship. Photo via UH.edu

Houston high school students step into STEM thanks to UH program

science friction

A group of Houston high schoolers aren't taking a break this summer. Instead, they are researching the human body thanks to a new program from the University of Houston.

The STEM Research Inquiry Summer Experience was launched to encourage future STEM leaders and combat the underrepresentation of people of color working in science, technology, engineering and math. Students from Jack Yates High School in Houston's Third Ward are researching hypertension, breast cancer, the spleen, and more during the summer program, according to a news release.

“STEM RISE was inspired by the goal to broaden participation in STEM teaching and learning, and to inspire students from our neighborhood community of Third Ward to envision themselves with futures at UH and ultimately in promising STEM careers,” says Mariam Manuel, director of STEM RISE student success, in the release.

UH students from across STEM fields and departments — science, math, medical, etc. — serve as mentors for the program, which received funding from the National Science Foundation.

“This unique opportunity also gives the young visitors a glimpse into college life,” says Jacqueline Ekeoba, director of STEM RISE instruction, in the release.

In collaboration with UH’s College of Natural Sciences and Mathematics, teachHOUSTON, the Tilman J. Fertitta Family College of Medicine, and Jack Yates High School, the program provides the students with hands-on experience and access to research equipment and lab space.

“Creating safe and supportive learning experiences for the next generation of scientists and doctors is crucial for ensuring diversity in science and medicine," says Thomas Thesen, director of STEM RISE research experience and associate professor of neuroscience at the Fertitta Family College of Medicine. "Not only is this a valuable experience for our high school participants, but our UH students receive training in culturally responsive pedagogy by acting as near-peer mentors."

From left to right, the UH STEM RISE team includes Jacqueline Ekeoba, Mariam Manuel, and Thomas Thesen. Photo via UH.edu

Common Desk, which has locations across Houston, has been acquired — and other innovation news. Rendering courtesy of Common Desk

Houston startup secures big contract, coworking company acquired, and more local innovation news

short stories

Houston is starting 2022 strong in terms of innovation news, and there might be some headlines you may have missed.

In this roundup of short stories within Houston startups and tech, the Bayou City is ranked based on its opportunities for STEM jobs, a Houston blockchain startup scores a major contract, Rice University opens applications for its veteran-owned business competition, and more.

Data Gumbo announces contract with Equinor

After a successful pilot, Equinor has signed off on a contract with Data Gumbo.. Courtesy of Data Gumbo

Houston-based Data Gumbo, an industrial blockchain-software-as-a-service company, announced that it has signed a contract with Equinor. The global energy company's venture arm, Equinor Ventures, supported the startup's $7.7 million series B round, which closed last year.

The company's technology features smart contract automation and execution, which reduces contract leakage, frees up working capital, enables real-time cash and financial management, and delivers provenance with unprecedented speed, accuracy, visibility and transparency, per the release.

“Equinor is an industry trailblazer, demonstrating the true value of our international smart contract network to improve and automate manual processes, and bring trust to all parties,” says Andrew Bruce, founder and CEO of Data Gumbo, in a news release. “Smart contracts are playing a critical role in driving the energy industry forward. Our work with Equinor clearly demonstrates the benefits that supermajors and their supply chain customers, partners and vendors experience by automating commercial transactions. We are proud to continue our work with Equinor to help them realize the savings, efficiencies and new levels of transparency available through our smart contract network.”

Equinor opted into a pilot with the company a few years ago.

“Since piloting Data Gumbo’s smart contracts for offshore drilling services in 2019, we have worked with the company to continually refine and improve use cases. We now have the potential to expand Data Gumbo’s smart contract network to enable transactional certainty across our portfolio from the Norwegian Continental Shelf to our Brazilian operated assets and beyond,” says Erik Kirkemo, senior vice president at Equinor. “GumboNet reduces inefficiencies and processing time around contract execution in complex supply chains, which is a problem in the broader industry, and we look forward to realizing the streamlined process and cost savings of its rapidly expanding smart contract network.”

WeWork acquires Dallas coworking brand with 6 Houston locations

Common Desk, which has six locations in Houston including in The Ion, has been acquired. Photo courtesy of Common Desk

Dallas-based Common Desk, which has six locations in Houston, announced its acquisition by WeWork. The company's office spaces will be branded as “Common Desk, a WeWork Company,” according to a news release.

“Similar to WeWork, Common Desk is a company built on the concept of bringing people together to have their best day at work," says Nick Clark, CEO at Common Desk, in the release. "With the added support from WeWork, Common Desk will be able to not only leverage WeWork’s decade of experience in member services to improve the experience of our own members but also leverage WeWork’s impressive client roster to further build out our member base.”

Here are the six Common Desk spaces in Houston:

Here's how Houston ranks as a metro for STEM jobs

Source: WalletHub

When it comes to the best cities for jobs in science, technology, engineering, and math, Houston ranks in the middle of the pack. The greater Houston area ranked at No. 37 among the 100 largest metros across 19 key metrics on the list compiled by personal finance website, WalletHub. Here's how Houston fared on the report's metrics:

  • No. 36 – percent of Workforce in STEM
  • No. 74 – STEM Employment Growth
  • No. 43 – Math Performance
  • No. 16 – Quality of Engineering Universities
  • No. 2 – Annual Median Wage for STEM Workers (Adjusted for Cost of Living)
  • No. 90 – Median Wage Growth for STEM Workers
  • No. 75 – Job Openings for STEM Graduates per Capita
  • No. 88 – Unemployment Rate for Adults with at Least a Bachelor’s Degree

Elsewhere in Texas, Austin ranked at No. 2 overall, and Dallas just outranked Houston coming in at No. 34. San Antonio, El Paso, and McAllen ranked No. 51, No. 65, and No. 88, respectively.

Rice University calls for contestants for its 8th annual startup pitch competition for veterans

Calling all veteran and active duty startup founders and business owners. Photo courtesy of Rice University

Rice University is now accepting applications from Houston veterans for its annual business competition. To apply for the 2022 Veterans Business Battle, honorably discharged veterans or active duty founders can head online to learn more and submit their business plan by Feb. 15.

“We’re looking forward to giving veterans the opportunity not just to share their ideas and get financing, but learn from other past winners the lessons about entrepreneurship they’ve lived through while growing their businesses,” event co-chair Reid Schrodel says in a news release.

Over the past few years, finalists have received more than $4 million of investments through the program. This year's monetary prizes add up to $30,000 — $15,000 prize for first place, $10,000 for second place, and $5,000 for third place.

Finalists will be invited to make their business pitch April 22 and 23 at Rice University. Click here to register for the event.

City of Houston receives grant to stimulate STEM opportunities

Houston's youth population is getting a leg up on STEM opportunities. Photo via Getty Images

Thanks to a $150,000 grant from the National League of Cities, the city of Houston has been awarded a chance to provide quality education and career opportunities to at-risk young adults and students. The city is one of five cities also selected to receive specialized assistance from NLC’s staff and other national experts.

“This award is a big win for young people. They will benefit from significant career development opportunities made possible by this grant,” says Mayor Sylvester Turner in a news release. “These are children who would otherwise go without, now having experiences and connections they never thought possible. I commend the National League of Cities for their continued commitment to the future leaders of this country.”

According to the release, the grant money will support the Hire Houston Youth program by connecting diverse opportunity youth to the unique STEM and technology-focused workforce development.

"Our youth deserve educational opportunities that connect them to the local workforce and career exploration, so they can make informed choices about their future career path in Houston’s dynamic economy. Houston youth will only further the amazing things they will accomplish, thanks to this grant," says Olivera Jankovska, director of the Mayor's Office of Education.

Local kids can pursue STEM and space dreams thanks to the generous gift. Photo courtesy of Space Center Houston

Jeff Bezos' foundation gifts Space Center Houston with $1 million grant

space funds

Billionaires such as Richard Branson and Jeff Bezos may be blasting off into the beyond, but for now, space travel is still primarily relegated to the expert astronauts who train here in Houston.

Now, a new $1 million grant to our beloved hub of all things cosmic may just inspire local kids to rocket towards a career in space exploration or STEM careers. Space Center Houston has just received the generous, two-comma grant from Blue Origin, Bezos' company.

Blue Origin auctioned off seats on first crew New Shepard suborbital flight, which yielded an impressive $28 million. Bezos, his brother Mark, and Wally Funk, one of the Mercury 13 women will join the auction winner on the upcoming trip.

With the $28 million proceeds, Blue Origin then awarded $1 million to 19 organizations (each) through its foundation, Club for the Future.

"This donation is enabling Club for the Future to rapidly expand its reach by partnering with 19 organizations to develop and inspire the next generation of space professionals," said Bob Smith, Blue Origin CEO, in a statement. "Our generation will build the road to space and these efforts will ensure the next generation is ready to go even further."

The $1 million Space Center Houston received will go towards the center's Title 1 school field trip program, enabling students with access to the center's extensive space artifact collection, per a press release. Space Center Houston's Girls STEM Pathway initiative, which promotes learning experiences for girls in STEM careers, will also receive funds. The comprehensive, six-phase initiative includes an introductory elementary school experience, a middle school project-based STEM experience, a summer bridge program with mentoring support, and a program for high school girls to engage in scientific research, the center notes.

"Blue Origin's grant will further enable Space Center Houston to provide immersive science learning experiences for underserved Houston area youth," said the center's president and CEO, William T. Harris, in a release. "We are very thankful to Blue Origin for helping us inspire and prepare students for future STEM careers. With Blue Origin's support, we can empower students with hands-on STEM learning opportunities through the wonders of space exploration."

------

This article originally ran on CultureMap.

5 most popular innovation stories in Houston this week

Now trending

Editor's note: It's been an exciting week as most of Houston is back on a regular schedule and businesses are all up and running. Some key stories from this week were Houston's STEM ecosystem needs some TLC, a Canadian company invests in Houston, mom-connecting app prepares to go live, and more.

3 Houston innovators to know this week

This week's innovators to know are involved in tech — from app development to revolutionizing the energy industry. Courtesy photos

From restaurant review apps to a device that monitors oil rigs, this week's innovators to know are tech savvy to say the least. All three took a chance on Houston for their startups, and that chance is paying off. Read the full story here.

Houston company uses blockchain to follow the money

Houston-based Topl can track almost anything using its blockchain technology. Getty Images

When you pick out an engagement ring at the jewelry store, you don't usually know where that jewel came from. You don't know how much the miner was paid for finding it, or where it was polished up. However, a Houston company has the blockchain technology that can track every step of the way for that diamond — and for anything else really.

"Everything is already being reported — the location of where it was found, its distributor — but all that information is getting lost," says Kim Raath, CFO of Topl.

Topl, a Houston-based startup that was created by a few Rice University graduate and doctorate students, uses blockchain to connect the dots. It can track anything from jewels to cacao as it goes from the farm to being turned into chocolate bars. Read the full story here.

Canadian startup fresh off $7 million seed funding raise picks Houston for U.S. expansion

Validere, a Canada-based energy logistics company, is expanding in Houston. Courtesy of Validere

Houston's established reputation as the energy capital of the world combined with burgeoning tech scene has made the city attractive for a growing oil and gas company with roots in Canada.

Validere is an oil and gas company focused on using real-time data and both artificial and human intelligence insights to improve its clients' quality, trading, and logistics. The company's technology enhances the ability of oil and gas traders to make informed decisions, which currently are made based off unreliable product quality data. Annually, $2 trillion of product moves around the oil and gas industry, and Validere uses the Internet of Things to improve the current standard of decision making.

"It's like if you'd go to the grocery store to buy milk not knowing if it's 1 percent, 2 percent, or cream," co-founder Nouman Ahmad says about how companies are currently making oil and gas trading decisions. Read the full story here.

App aims to connect Houston mothers using AI technology

Houston-based Social Mama uses its platform to connect mothers based on location, interests, and the things their children have in common. Courtesy of Social Mama

Sometimes, to be a mom, is to feel utterly alone. Not every mom is the same, and it's tough for women to find the right support systems — people who are going through or have gone through the same struggles.

A new Houston-based app, Social Mama, is providing a solution. The technology uses artificial intelligence and data collection to learn about its users and match them to other users based on their location and specifications. It's like online dating, but for mothers, co-founder Amanda Ducach says.

"The social impact of the product is so important," Ducach says. "I can't explain to you the isolation and the problem that exists in motherhood. I was completely unaware of it before I started the company." Read the full story here.

​​Report finds Houston has room to grow as an attractive city for STEM professionals​​

Houston isn't very attractive of an ecosystem for STEM professionals, according to a new report. Getty Images

Houston has been heralded as a great place to find a job in many instances, so it may come as some surprise that when it comes to science, technology, engineering, and mathematics, the Bayou City isn't primed for professionals.

The city ranked No. 33 out of the 100 largest metros in the United States in a study conducted by WalletHub. The 17 metrics corresponded to professional opportunities, STEM friendliness, or quality of life. Within those categories, Houston ranked No. 47, No. 20, and No. 54, respectively.

Some of the areas where the Houston area stood out is wage, engineering educational opportunities, and projected demand for STEM jobs in 2020. Houston had the highest annual median wage for STEM workers, which was adjusted for cost of living. Read the full story here.

Ad Placement 300x100
Ad Placement 300x600

CultureMap Emails are Awesome

Property Showcase

Houston college joins inaugural workforce accelerator supported by Google

hands-on training

Houston City College (HCC) is one of 15 community colleges from around the country to be selected for the first-ever Workforce Futures Accelerator.

The three-year effort is supported by Google.org, the tech company’s philanthropic arm, and led by the Association of Community College Trustees (ACCT), a non-profit educational organization that represents over 500 community, junior, and technical colleges. The accelerator focuses on helping colleges embed virtual, employer-sponsored training opportunities into short-term workforce training programs, giving participants access to opportunities that they might otherwise receive through internships or other "work-based learning" stints.

"The Workforce Futures Accelerator reflects the Houston City College mission of offering a high-quality, affordable education for workforce training and career development," Pretta VanDible Stallworth, HCC trustee and chair-elect of the ACCT board of directors, said in a news release. "Advancing student success and creating pathways to opportunities ensures that our students are well equipped to succeed and build a secure future in today's economy.”

Through the accelerator, HCC is tasked with fusing online project-based learning opportunities with its workforce education programs. The idea is to give students hands-on experiences working on projects sponsored by employers, allowing them to gain real-world knowledge in the process.

HCC will select two workforce programs that meet the accelerator’s criteria and insert into them into coursework. In the second and third year of the accelerator, the selected colleges are expected to scale the programs by adding instructors and programs to develop a network of to support their continued implementation.

“Participation by HCC will strengthen how we provide students with career-connected learning experiences that complement their classroom education and align with the needs of employers,” HCC Chancellor Margaret Ford Fisher added in the news release. “We are focused on ‘future forward’ strategies to meet the present and future needs of our region’s businesses.”

Two other Texas colleges were chosen to participate in the accelerator: Lamar Institute of Technology in Beaumont and Grayson College in Denison.

The remaining cohort includes:

  • Bergen Community College in Paramus, New Jersey
  • Central Louisiana Community College in Alexandria, Louisiana
  • Clark State College in Springfield, Ohio
  • Great Basin College in Elko, Nevada
  • Heartland Community College in Normal, Illinois
  • Hudson County Community College in Jersey City, New Jersey
  • Manchester Community College in Manchester, New Hampshire
  • Mesa Community College in Mesa, Arizona
  • Mohave College in Kingman, Arizona
  • San Joaquin Delta Community College in Stockton, California
  • San Juan College in Farmington, New Mexico
  • West Virginia University Parkersburg in Parkersburg, West Virginia

New report ranks Texas among top 10 states where AI could disrupt jobs

AI Workforce

A new nationwide report examining where AI could "reshape" the most jobs has ranked Texas No. 9 among the most at-risk states for AI job disruption.

The new SmartAsset report compared all 50 states and the District of Columbia to calculate the estimated percent of the workforce employed in the 26 occupations with the highest AI exposure, as determined by June 2026 research by the Virginia Economic Information and Analytics Division.

The findings revealed that 500,000 Texas workers, or 3.55 percent of the total workforce, are employed in occupations with "high exposure to potential AI disruption."

This also places the Lone Star State as the 9th most at-risk state in the U.S. where AI exposure can lead to "declining hiring demand, wage pressure, task automation, and other forms of disruption."

"States with larger concentrations of highly exposed occupations could experience more pronounced labor-market changes, particularly in roles where core tasks are more vulnerable to AI-driven restructuring," the report's author wrote.

Texas' biggest cities, like Houston and Austin, are known for their thriving tech and business industries, and the study noted that many of the occupations within those sectors are the most at risk. The Virginia Economic Information and Analytics Division said the top five most AI-exposed occupations in the U.S. are: mathematicians, proofreaders, correspondence clerks, court reporters, and media and communication workers. Additionally, computer programmers, database administrators, web developers, telephone operators, and communications equipment operators round out the top 10 most at-risk positions.

These are the 16 remaining occupations most exposed to AI disruption, in order:

  • Data Entry Keyers
  • Statistical Assistants
  • Office Support Workers
  • Interpreters and Translators
  • Database Architects
  • Software Quality Assurance Analysts
  • Medical Transcriptionists
  • Software Developers
  • Writers and Authors
  • Payroll Clerks
  • Web Designers
  • Miscellaneous Computer Occupations
  • Insurance Claims Processors
  • Telemarketers
  • Computer Numerically Controlled Tool Programmers
  • Bookkeeping and Accounting Clerks

A separate SmartAsset report from April 2026 found about 20.5 percent of Texas workers use AI to do their jobs in some capacity. That trend will continue to shift further as employers and employees choose to adopt — or reject — AI implementation.

Across the U.S., Washington topped the list as the state with the highest concentration of AI-exposed jobs, with nearly 5.7 percent of the state's workforce employed in the 26 most at-risk positions. SmartAsset said Washington's high prevalence of technology companies is a significant factor that skyrocketed the state to the top of the list.

"Home to major technology companies including Microsoft, Amazon, T-Mobile and Expedia, the state has large numbers of computer programmers and software developers, two occupations with high exposure," the report said.

Meanwhile, Mississippi ranked No. 51 with the lowest concentration of AI-exposed jobs in the nation. About 22,500 workers in Mississippi, or 1.93 percent of its workforce, are at risk for AI disruption.

The top 10 states where AI could reshape the most jobs are:

  • No. 1 – Washington
  • No. 2 – Virginia
  • No. 3 – District of Columbia
  • No. 4 – California
  • No. 5 – Utah
  • No. 6 – Maryland
  • No. 7 – Colorado
  • No. 8 – New Hampshire
  • No. 9 – Texas
  • No. 10 – North Carolina
---

This article originally appeared on CultureMap.com.

UH lands $1.2M NIH grant to fight superbugs using AI, quantum sensing

drug defense

The fight against antibiotic-resistant bacteria like MRSA is getting science fiction-like upgrades at the University of Houston thanks to a new four-year, $1.26 million grant from the National Institutes of Health.

The university says the recent funding brings total federal support up to $3.5 million for 11 years for the project, which uses AI and quantum-sensing technology to better understand how bacterial proteins develop resistance to drugs.

Any medical professional will tell you that one of the worst things that can happen is almost killing an infection. Bacteria that survive attacks from conventional antibiotic treatments emerge tougher, more resistant and more aggressive than before–making them much harder to treat. A good example is the superbug methicillin-resistant Staphylococcus aureus (MRSA).

UH chemistry professors Yuhong Wang and Shoujun Xu are working on this issue. They know full well that fighting superbugs requires new technology and new approaches, which is what they aim to pioneer with their new grant.

“Drug-resistant bacterial infections such as MRSA are becoming harder to treat, creating an urgent need for faster ways to understand how antibiotics and other small molecules interact with bacterial proteins,” Wang said in a news release.

Wang and Xu’s work centers around GTP, a cellular fuel that can cause tiny changes to a cell's structure when it mutates. Sometimes, those shape changes make it easier for drugs to breach the wall and attack the cells.

The UH scientists are employing AlphaFold, an AI-powered tool that can scan large molecular libraries in seconds. From these models, they can see promising drug combinations for future testing.

Once identified, the team uses their invention, super-resolution force spectroscopy, to monitor the cells. Tiny magnetic beads are attached to genetic material, then magnified to see how strong that material is when pulled. They can measure this incredible microscopic process through an atomic magnetometer, typically used in quantum physics. Combined, all these tools allow a high-definition look at how each molecule might respond to new chemical approaches.

“We're the only chemists in the world that use an atomic magnetometer for biological research,” Xu said. “It's a technique developed by physicists, and there is usually a gap between techniques developed by physicists and biological applications. Yuhong and I have been bridging that gap together for the past 10 years.”

Eventually, Wang and Xu hope to develop powerful software that can be used by drug manufacturers to model cellular responses. With enough predictive data, the software could even get ahead of superbugs’ own mutation, allowing drugs to be developed before new strains arrive.

"We want an algorithm where you input a protein sequence, score the mutation hotspots, and develop new inhibitors before a drug-resistant species even emerges," Wang added.

View All Listings