The work will focus on large-scale antenna arrays and undergo lab tests and drone-based field trials. Photo via classic.rice.edu

The U.S. Army Research Office has awarded Rice University $15 million to establish a new center for next-generation sensing and communications.

The five-year research center—dubbed the Center for Large Aperture Secure Sensing, Imaging and Communications (CLASSIC)—will unite researchers from universities and national laboratories to develop advanced antenna technologies for future wireless systems. Edward Knightly, the Sheafor-Lindsay Professor of Electrical and Computer Engineering at Rice, will lead the center that “combines expertise in wireless networking, antennas, radar, artificial intelligence, circuits and physics to address growing demands on wireless systems,” according to Rice.

“The challenges we’re tackling require advances that span physics, hardware, communications and computing," Knightly said in a news release. “By combining those strengths in a single center, we can accelerate the development and demonstration of technologies that would not be possible through individual efforts alone.”

Joining Knightly will be Ashutosh Sabharwal of Rice, Sensen Li of the University of Texas at Austin, Hou-Tong Chen of Los Alamos National Laboratory, Danijela Cabric of UCLA, Josep M. Jornet and Tommaso Melodia of Northeastern University, Daniel M. Mittleman of Brown University, and Willie Padilla of Duke University.

Industry partners include Booz Allen Hamilton, Intel, Keysight, Lockheed Martin, MITRE, Northrop Grumman, Qualcomm and Raytheon.

CLASSIC researchers will investigate how large-scale antenna arrays (ELSAAs) can expand the capabilities of wireless systems where technology is limited.

ELSAAs use thousands of coordinated antenna elements to direct radio waves. Researchers aim to develop ways to use the technology to help maintain steady communication when signals are blocked or disrupted and to detect and generate detailed images of concealed objects.

Along with ELSAAs, the center will work to develop sensing techniques for threat detection, study wireless jamming and build resilient high-speed wireless networks. Researchers will ultimately validate the technology in labs and via drone-based field trials.

CLASSIC will also work on developing an AI-driven modeling framework that will simulate complex electromagnetic environments in real time.

“This award demonstrates Rice’s leadership in tackling complex national research challenges through collaboration across disciplines and institutions,” David Sholl, executive vice president for research at Rice, added in the release.

The funding announced Monday by the Commerce Department is part of a total investment in the cluster that, with private money, is expected to exceed $40 billion. Photo via Getty Images

Biden administration agrees to provide $6.4 billion to Samsung for making computer chips in Texas

tech development

The Biden administration has reached an agreement to provide up to $6.4 billion in direct funding for Samsung Electronics to develop a computer chip manufacturing and research cluster in Texas.

The funding announced Monday by the Commerce Department is part of a total investment in the cluster that, with private money, is expected to exceed $40 billion. The government support comes from the CHIPS and Science Act, which President Joe Biden signed into law in 2022 with the goal of reviving the production of advanced computer chips domestically.

“The proposed project will propel Texas into a state of the art semiconductor ecosystem,” Commerce Secretary Gina Raimondo said on a call with reporters. “It puts us on track to hit our goal of producing 20% of the world’s leading edge chips in the United States by the end of the decade.”

Raimondo said she expects the project will create at least 17,000 construction jobs and more than 4,500 manufacturing jobs.

Samsung's cluster in Taylor, Texas, would include two factories that would make four- and two-nanometer chips. Also, there would be a factory dedicated to research and development, as well as a facility for the packaging that surrounds chip components.

The first factory is expected to be operational in 2026, with the second being operational in 2027, according to the government.

The funding also would expand an existing Samsung facility in Austin, Texas.

Lael Brainard, director of the White House National Economic Council, said Samsung will be able to manufacture chips in Austin directly for the Defense Department as a result. Access to advanced technology has become a major national security concern amid competition between the U.S. and China.

In addition to the $6.4 billion, Samsung has indicated it also will claim an investment tax credit from the U.S. Treasury Department.

The government has previously announced terms to support other chipmakers including Intel and Taiwan Semiconductor Manufacturing Co. in projects spread across the country.

A team from HCC won the top prize at a tech competition. Photo courtesy of HCC

3 Houston students win international AI competition

top of class

A team of students from Houston Community College Southwest took home the top prize at the Intel AI Global Impact Festival in San Jose, California, last month for AI-based technology they developed to boost safety in the workplace.

Serr Brown, a correctional officer taking classes at HCC; Dina Marie Stager, an office manager at a marketing firm advancing her computer science skills; and student Ryan Galbraith made up the three-person team. Stager is now the first woman to receive the Intel festival’s top prize.

Over the span of three months, the team developed their Indoor Industrial Safety Program, which uses AI and a high-performance drone to map indoor industrial sites and create a 3D digital replica in about 30 minutes. The program aims to help companies better understand its building layout before making additions or improvements, among other uses.

“It’s no small feat,” G. Raymond Brown, HCC AI program coordinator, said in a statement. “It’s difficult to get coordinate data indoors. The problem was solved by the students by using AI to provide the drone with coordinates and accuracy needed to build a 3D model.”

Each member of the team was awarded $5,000, an Intel-powered laptop, and mentorship opportunities after beating out more than 1,000 other entries from 25 nations.

Intel Corporation is an education partner of HCC’s AI associate degree program, which was launched in the summer of 2020. The first class of AI students graduated from the two-year program earlier this year, according to the college.

“I believe that AI has the potential to change the world for the better, and I am excited to be part of the field,” Brown said in a statement. “I am looking forward to learning more about AI and how it can be used to improve the lives of people across the world.”

The inaugural Smart Cities accelerator in Houston will have its cohort create solutions for a set of problems the city faces. Sky Noir Photography by Bill Dickinson/Getty Images

5 things you need to know about Houston's Microsoft- and Intel-backed accelerator program

New to town

At a Microsoft IoT in Action event in April, Mayor Sylvester Turner announced that the city would launch the Ion Smart Cities Accelerator — a program that would task a set of startups and entrepreneurs with creating digital and technical solutions to key problems within Houston.

"As a result of incorporating smart technologies, Houston will have the ability to create a more resilient and mobile-friendly city, and in turn accelerate our city's economic growth and prepare for the needs of 21st Century citizens," Mayor Turner says in a release.

While there's still a lot to finalize within this new program before the first cohort begins in September, here are the five things you need to know about the accelerator.

It's an effort from multiple parties.  

There are several major players behind the initiative. Station Houston will host the accelerator — first in its current headquarters and then later from The Ion when it opens in 2020. Station will also team up with TX/RX, a nonprofit makerspace in East Downtown, to be a resource for engineering and design elements.

Microsoft and Intel are backing the program — both monetarily and various other support roles.

"For me, having been doing this for a few years now, it's such a huge step for the city," Gabriella Rowe, CEO of Station Houston, tells InnovationMap. "We are not only talking about major companies in the world of technology to make a significant investment in our startup community, but that investment that they are making is in our city as well. That is not to be underestimated."

The first cohort's goals will be to find solutions within mobility and resilience. 

Key stakeholders within the program identified mobility and resilience as the two focus points the first cohort will work within. Currently, the stakeholders are again narrowing down the topics to identify 10 problems within mobility and resilience, which the cohort will then be tasked with solving.

The accelerator, which is currently set up to have one cohort a year, Rowe says, will then identify other various issues within Houston in subsequent cohorts.

"There will be, what seems at this point, an endless array of challenges the entrepreneurs in the accelerator can address," Rowe says.

Should the opportunity arise, Rowe says, the organization could also launch a concurrent cohort in six months, rather than waiting until next year.

The cohort will come from across the country. 

Once the list of 10 problems to solve has been finalized, the organization will go on a national search to find the cohort.

"Of course we hope we will be able to find some fabulous companies here at home, but we are also hoping we are enabling companies from around the rest of the United States to discover Houston," Rowe says.

A selection committee made up of stakeholders from all the participating organizations will evaluate the applications and selections.

"We not only want to be sure we are bringing in geographic diversity, but we also want to bring in industry diversity because that will allow challenging perspectives when problem solving," says Rowe.

A key part of this process is getting the word out about the program. Station hosted a launch event on May 30 to introduce the program to Houston.

"We can only be successful as the companies we can attract to be a part of the accelerator," Rowe says.

How it will work.

The 10-month program will have 10 startups per cohort, and the programming will be broken down into three phases. The first three months will be a time of discovery and ideating with a structured curriculum designed around mobility and resiliency. Next, the startups will prototype and validate their products. The second half of the accelerator will be pilot programs within the city of Houston.

The ultimate goal is to better Houston as a whole.

The Ion Smart Cities Accelerator is different than anything else Houston has to offer, Rowe says, mainly because its primary goal is creating solutions for some of Houston's biggest problems.

"We now finally for Houston to take the advancements we've made in innovation — especially in tech — and bring it into the lives of everyone," Rowe says. "It's wonderful in so many ways, but it puts a tremendous amount of responsibility on our shoulders to make sure we are doing this with the communities of Houston as opposed to doing it to the communities of Houston."

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Houston ranks among 15 U.S. hot spots for women in tech

Ranking It

Houston is soaring among the best places in the U.S. for women in tech, a new report says. Houston ranked No. 15 nationwide in SmartAsset's new report, "Best and Worst Cities for Women in Tech — 2026 Study," which compared the 50 biggest U.S. cities across four metrics:

  • Gender pay gap — women's median earnings as a percentage of men’s median earnings in tech
  • The share of all tech workers that are women
  • The overall concentration of employment for tech workers, defined as "tech workers as a share of the local workforce"
  • Women tech workers’ median earnings, adjusted for regional price parity
For the purpose of the study, tech workers are defined as "city residents employed in computer and mathematical occupations." The study's findings show that fewer than 9,500 tech workers in Houston are women, or 25.6 percent of the total tech workforce in the city. In total, tech workers in general make up less than 3 percent of the Houston workforce.Despite the high ranking, women tech workers in Houston have a sizeable gap to cross to receive equal pay compared to their male counterparts in the same industry. Women tech workers make just over $97,000 in median earnings after adjusting for regional price parity, which is only 93 percent of what male tech workers make, SmartAsset found.

There are only two U.S. cities where women in tech earn more than what their male counterparts: Miami and Memphis, Tennessee. Women tech workers in Miami make an adjusted $88,650 in median earnings, or 101.7 percent of what men in tech make. In Memphis, women make $84,718 in adjusted earnings, or 101.5 percent of what men in tech earn.

The findings also assert that women remain underrepresented in the nation's overall tech sector, despite making up nearly half of the total workforce. Only 22.6 percent of the country's tech labor force is made up of women, according to the Equal Employment Opportunity Commission."Opportunities for women in tech can vary considerably by location, and these differences shape access to jobs, career advancement and earning potential," the report's author wrote. "In some places, women account for a larger share of tech workers, face narrower pay gaps and enjoy a stronger local labor market. In others, they may encounter a more challenging career environmentThe six other Texas cities that earned spots in the report are Austin (No. 6), Fort Worth (No. 26), Dallas (No. 32), Arlington (No. 38), San Antonio (No. 42), and El Paso (No. 49).

The top 10 best U.S. cities for women in tech are:

  • No. 1 – San Jose, California
  • No. 2 – Seattle, Washington
  • No. 3 – San Francisco, California
  • No. 4 – Atlanta, Georgia
  • No. 5 – Baltimore, Maryland
  • No. 6 – Austin, Texas
  • No. 7 – Oakland, California
  • No. 8 – Portland, Oregon
  • No. 9 – Boston, Massachusetts
  • No. 10 – Minneapolis, Minnesota
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This article first appeared on CultureMap.com.

5 female-founded Houston startups shine as Innovation Awards finalists

meet the finalists

Houston is home to many standout female founders, making inroads and breakthroughs in every industry.

As part of the 2026 Houston Innovation Awards, our Female-founded Business category honors women-led startups that are shaping Houston innovation.

Five female-founded businesses have been named finalists for the 2026 award. This year's finalists, selected by our esteemed panel of judges, range from an AI startup for C-Suite execs to a company developing semi-autonomous crawler robots for corrosion detection.

Read more about these innovative startups and the visionary female founders behind them below. The 2026 winners will be announced on InnovationMap.com in mid-November.

Adair

Artificial intelligence startup Adair uses computational linguistics and behavioral economics to measure, model and quantify the impact of spoken and written language on firm valuation and stock prices. The company works with C-Suite executives of public companies on high-stakes communications before they go live.

The company was founded last year by CEO Kathleen Perley, CPO Alex Duong and CTO Anthony Grivet. It raised $5.6 million earlier this year, according to its application.

ARIX Technologies

Energytech startup ARIX Technologies has developed a semiautonomous VENUS crawler robot to detect corrosion under insulation before it becomes a failure. The robots climb insulated piping in refineries, chemical plants and energy facilities to capture inspection data without removing insulation or building scaffolding. ARIX's inspection portal then turns information from the inspection into data a company can act on.

ARIX was founded in 2017 by Dianna Liu, who serves as director, and Head of Product Petter Wehlin. Craig Malloy serves as CEO. The company has raised more than $22 million in seed funding and a Series A round, according to its application.

Bairitone Health

Healthtech startup Bairitone Health is bringing anatomy imaging for sleep apnea to the home environment. The company's platform maps users' anatomy during natural sleep using a facial patch to determine the root cause of airway obstruction. It then offers effective therapies for each patient.

The company was founded in 2022 in the Texas Medical Center's Biodesign program by CEO Meagan Pitcher, CTO Onur Kilic and chief medical officer Britt Cross. It was a member of Activate Houston's inaugural cohort and has participated in numerous accelerators and incubators. The company raised an oversubscribed seed round for $2.4 million earlier this year and received Breakthrough Device Designation from the Food and Drug Administration in April.

FlowCellutions

Energytech startup FlowCellutions is developing a chemistry-agnostic diagnostics platform for flow and metal-air batteries supporting data centers and critical infrastructure. The platform is designed to help reduce operating costs, prevent failures and costly downtime, and extend battery lifetime from approximately seven years to more than 30 years. It has deployed four paid pilots and plans to take insights from the programs to develop its next-gen sensor platform technology.

CEO Becca Segel founded the company in 2022. It is a member of Greentown Labs, and Segel was a 2025 Activate Fellow. The company has raised over $2 million in non-dilutive funding and received a $1.5 million NSF SBIR Fast-Track award earlier this year.

ParaDocs Health

Healthtech startup ParaDocs Health is developing a clinical intelligence platform that helps doctors and care teams streamline administrative tasks and make better use of patient records. Its technology organizes fragmented clinical data into actionable insights, helping care teams identify gaps in care, assess patient risks and simplify documentation and reimbursement.

ParaDocs was founded in 2022 by CEO Dr. Dhini Nasution and CTO Dr. Omar Mohtar. The company participated in the TMCi Biodesign Program and raised a preseed round last year, according to its application.