Houston professor earned $500,000 grant to tap into digital twin tech for bridge safety

transportation innovation

A team from the University of Houston received a grant to continue its work on using AI and digital twin technology to better evaluate bridges in Texas. Photo via uh.edu

A University of Houston professor has received a grant from the Texas Department of Transportation (TxDOT) to improve the efficiency and effectiveness of how bridges are inspected in the state.

The $505,286 grant will support the project of Vedhus Hoskere, assistant professor in the Civil and Environmental Engineering Department, over three years. The project, “Development of Digital Twins for Texas Bridges,” will look at how to use drones, cameras, sensors and AI to support Texas' bridge maintenance programs.

“To put this data in context, we create a 3D digital representation of these bridges, called digital twins,” Hoskere said in a statement. “Then, we use artificial intelligence methods to help us find and quantify problems to be concerned about. We’re particularly interested in any structural problems that we can identify - these digital twins help us monitor changes over time and keep a close eye on the bridge. The digital twins can be tremendously useful for the planning and management of our aging bridge infrastructure so that limited taxpayer resources are properly utilized.”

The project began in September and will continue through August 2026. Hoskere is joined on the project by Craig Glennie, the Hugh Roy and Lillie Cranz Cullen Distinguished Chair at Cullen College and director of the National Center for Airborne Laser Mapping, as the project’s co-principal investigator.

According to Hoskere, the project will have implications for Texas's 55,000 bridges (more than twice as many as any other state in the country), which need to be inspected every two years.

Outside of Texas, Hoskere says the project will have international impact on digital twin research. Hoskere chairs a sub-task group of the International Association for Bridge and Structural Engineering (IABSE).

“Our international efforts align closely with this project’s goals and the insights gained globally will enhance our work in Texas while our research at UH contributes to advancing bridge digitization worldwide,” he said. “We have been researching developing digital twins for inspections and management of various infrastructure assets over the past 8 years. This project provides us an opportunity to leverage our expertise to help TxDOT achieve their goals while also advancing the science and practice of better developing these digital twins.”

Last year another UH team earned a $750,000 grant from the National Science Foundation for a practical, Texas-focused project that uses AI. The team was backed by the NSF's Convergence Accelerator for its project to help food-insecure Texans and eliminate inefficiencies within the food charity system.

UH Professor Vedhus Hoskere received a three-year, $505,286 grant from TxDOT for a bridge digitization project. Photo via uh.edu

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The $63.5 million contract aims to support UH in developing analytical modeling and simulation platforms that help the U.S. Army make timely and effective decisions. Photo via uhsystem.edu

University of Houston lands $63.5M contract with DOD to develop tech for the 'future battlefield'

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The University of Houston was recently awarded its largest grant in history—this time, from the U.S. Department of Defense.

The $63.5 million contract aims to support UH in developing analytical modeling and simulation platforms that help the U.S. Army make timely and effective decisions, according to a release from UH.

Craig Glennie, professor of civil and environmental engineering and director of engineering defense research initiatives at the UH Cullen College of Engineering, who is leading the project, says the team's work will focus on creating tools for the time period before conflict begins.

“We are not looking at what happens once bullets start flying. We are looking at what happens during the competition and crisis phases, the buildup and the posturing and the projection of forces before you actually get to the point of armed conflict,” he says in a statement. “The Army needs tools to understand how they can effectively position themselves and project their force towards the adversary in such a manner that they can avoid armed conflict, or if that is not possible, be prepared for the onset of armed conflict.”

The team, which also includes members from the University of Massachusetts Amherst, New Mexico State University and other organizations, will work closely with the U.S. Army Combat Capabilities Development Command Analysis Center, known as DAC. They've been commissioned to help build realistic modeling, analysis and simulation tools that the Army can use in the "future battlefield."

DAC has named several high priority issues for the team including quantum technology, artificial intelligence, and machine learning.

“For example, we will look at the electromagnetic spectrum, at owning the airspace, and projecting that we have the radio frequency technology that is capable of jamming a neighbor’s signals," Glennie adds.

UH president Renu Khator says the university is honored to revive the contract.

“We understand the significance of this project in enhancing the Army’s decision-making capabilities, and we are proud to contribute to our nation’s security and strategic competitiveness," she said in a statement. "We look forward to the remarkable contributions that will emerge from this collaboration, strengthening the University of Houston’s commitment to driving innovation that matters.”

UH has inked a number of grants and contracts in recent months that are pushing innovative initiatives forward at the university.

Last month, UH received a $100,000 grant from the Baker Hughes Foundation to go toward workforce development programs, and environmental justice research at its Energy Transition Institute. The ETI was launched last year through a $10 million grant from Shell USA Inc. and Shell Global Solutions (US) Inc.

And earlier this month, Houston-based The Welch Foundation awarded its inaugural $5 million Catalyst for Discovery Program Grant to a new initiative led by Jeffrey Rimer, UH's Abraham E. Dukler Professor of Chemical Engineering. The grant launched the Welch Center for Advanced Bioactive Materials Crystallization, which will build upon Rimer's work relating to the use of crystals to help treat malaria and kidney stones.

Craig Glennie, professor of civil and environmental engineering and director of engineering defense research initiatives at the UH Cullen College of Engineering, is leading the project. Photo via uh.edu

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Houston team develops innovative soft skeleton for kids with cerebral palsy

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A team from the NSF University of Houston Building Reliable Advances and Innovation in Neurotechnology (UH BRAIN) Center and TIRR Memorial Hermann has introduced the MyoStep soft exoskeleton for children with cerebral palsy, according to a news release from UH.

The soft skeleton aims to address motor impairments caused by cerebral palsy that impact children’s ability to participate in physical activities, self-care and academics.

“The MyoStep project represents a significant advancement in the field of pediatric mobility aids, particularly for children with cerebral palsy,” Jose Luis Contreras-Vidal, director of UH BRAIN and the Hugh Roy and Lillie Cranz Cullen Distinguished Professor of Electrical and Computer Engineering, said in a news release.

The next-generation lightweight, soft exoskeleton was funded by the IEEE Electron Devices Society (EDS) Award.

The MyoStep is made to be lightweight and discreetly fit under clothes. It includes a wireless sensor network embedded inside the smart and flexible fabrics that is the backbone of the suit and collects and sends real-time data about the user’s movements It also includes safety features with temperature monitoring and emergency shut-off mechanisms.

“By integrating cutting-edge technologies such as artificial muscles, smart fabrics, and a comprehensive sensor network, MyoStep offers a promising solution to the challenges faced by existing exoskeletons,” Contreras-Vidal said in a news release.

Cerebral palsy is a neurological disorder that impacts motor skills. It occurs in one to four out of every 1,000 births worldwide.

“What makes the MyoStep project so compelling is that it’s not just about the technology: it’s about restoring confidence, function, and hope,” Dr. Gerard Francisco, a clinical partner on the technology, The Wulfe Family Chair of Physical Medicine and Rehabilitation at UTHealth Houston and medical officer at TIRR Memorial Hermann, said in a news release. “This kind of innovation has the potential to dramatically improve quality of life, helping children move through the world with greater ease and dignity.”

Houston's 11 best places to work and more innovation news to know

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Editor's note: It's time to look back at the top business and innovation news for the first half of June 2025. Get the details on InnovationMap's most-read stories from June 1-13 below.

1. 11 Houston companies named best places to work by U.S. News

Chevron is one of the best places to work. Courtesy photo

Nearly a dozen public and private Houston-based companies have been hailed among the best places to work in 2025 by U.S. News and World Report.

The annual report examines thousands of companies around the world to determine the best employers based on six metrics including work-life balance and flexibility; quality of pay and benefits; job and company stability; career opportunities and professional development; and more. U.S. News included seven publicly-traded companies and four privately owned companies in Houston on the lists. Continue reading.

2. 2 Houston suburbs named among 10 best places to live by U.S. News & World Report

Pearland is the No. 2 best place to live in the U.S. Photo via pearlandedc.com

The Houston suburbs of Pearland and League City have landed among the top 10 best places to live in 2025, according to U.S. News & World Report.

Pearland ranked No. 3 nationwide, earning a 7.0 score alongside No. 1-winning Johns Creek, Georgia and No. 2 winner Carmel, Indiana. Pearland also landed on top of U.S. News separate rankings of the best places to live in Texas for 2025-2026. Continue reading.

3. Texas Space Commission doles out $5.8 million to Houston companies

Axiom Space and FluxWorks are the latest Houston-area companies to receive funding from the Texas Space Commission. Photo via Getty Images.

Two Houston-area companies have landed more than $5.8 million in funding from the Texas Space Commission. The commission granted up to $5.5 million to Houston-based Axiom Space and up to $347,196 to Conroe-based FluxWorks.

Axiom Space, a commercial spaceflight company, said the new funding will go toward the development of its orbital data center capabilities. Continue reading.

4. 3 Houston startups named most innovative in Texas by LexisNexis

Sage Geosystems is the No. 3 most innovative startup in Texas. Photo via sagegeosystems.com

Three Houston companies claimed spots on LexisNexis's 10 Most Innovative Startups in Texas report, with two working in the geothermal energy space.

Sage Geosystems claimed the No. 3 spot on the list, and Fervo Energy followed closely behind at No. 5. Fintech unicorn HighRadius rounded out the list of Houston companies at No. 8. Continue reading.

5. 9 can't-miss Houston business and innovation events for June

Don't miss these June events—from lightning pitches to a female-focused AI summit. Photo by Scott Halleran/Getty Images

From lightning pitches to a female-focused AI summit and energy conferences, there's still plenty to do as Houston settles into the summer. Here are the Houston business and innovation events you can't miss in June and how to register. Continue reading.

Houston universities launch summer 2025 accelerators for student ventures

summer session

OwlSpark, a startup and small business accelerator for Rice University-affiliated ventures, has named the latest 11 companies to its program that focus on challenges across technology, health care, consumer products and other sectors. The program is hosted in tandem with the University of Houston’s RED Labs and will take place at the Ion.

The early-stage accelerator runs for 12 weeks and culminates at The Bayou Startup Showcase on July 31.

According to a news release from Rice, “the accelerator cultivates a vibrant environment where founders are empowered to build, test, and scale their ideas in a setting built for entrepreneurship.”

The program is divided into two tracks: one for high-growth tech startups and another for small businesses.

The latest OwlSpark class includes:

  • Web and mobile platform EasilyBEE, which boosts family and community engagement in K-12 schools
  • Diagnos, a wearable-integrated wellness platform that monitors health and prevents injuries in college athletes
  • Johnnie, an AI-powered records management software for rural and midsize first responder agencies
  • JustKindHumility, which offers faith-based travel journals
  • Klix, whichautomates early-stage clinical trial management from document screening to AI-driven patient outreach and eligibility checks
  • Lizzy’s Gourmet Gains, which offers high-protein, flavor-forward dips and dressings
  • NextStep, an AI-powered multilingual assistant helping underserved communities navigate resources for health care
  • A catheter-integrated sensor device PeriShield, which detects early infection in peritoneal dialysis patients
  • Right Design, which connects creatives with vetted employers, mentors and projects via job matching and commissions
  • UCoreAlly, which provides business support for biotech startups in marketing, business development, customer support, human resources and accounting
  • Ultrasound-based ablation system VentriTech that treats ventricular arrhythmias

The Owl Spark accelerator has supported 229 founders and launched 104 ventures with participants raising more than $116 million in funding since 2013, according to Rice.

UH also shared the 9 teams that will participate in RED Labs' latest cohort.

The latest RED Labs class includes:

  • BLEED, an art agency that helps artists commercialize their work by connecting art collectors to original artwork and artists
  • Brain Haven, which is developing nasal inhalers designed to stimulate the emotional and memory processing centers to preserve neuroplasticity and delay cognitive decline
  • Candi Wands Automated Cotton Candy, which has developed a continuously operating cotton candy machine to help entertainment venues boost passive revenue
  • ChériCollectible, a series of in-person events where Gen Z and collectors can buy, sell, and trade modern collectibles
  • JobRadar, a job board that uses AI to analyze and categorize positions in real-time and then apply candidates instantly
  • Stage Select LLC, a supplementary talent booking service that partners with multi-stage venues to help fill gaps in programming and increase profitability by finding and booking local talent for their "second stage."
  • P-LEGS, a pediatric lower-limb exoskeleton that reduces physical strain on therapists while delivering customizable gait training.
  • Roll ‘N’ Reel Photo Booth, an interactive event-based equipment rental business
  • Stayzy, which automates guest communication and handles maintenance issues with an AI-powered software for short-term rental companies that manage 20-plus rentals
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