New findings from a team of Rice University researchers could enhance MRI clarity. Photo via Unsplash.

Researchers at Rice University, in collaboration with Oak Ridge National Laboratory, have developed a new model that could lead to sharper imaging and safer diagnostics using magnetic resonance imaging, or MRI.

In a study recently published in The Journal of Chemical Physics, the team of researchers showed how they used the Fokker-Planck equation to better understand how water molecules respond to contrast agents in a process known as “relaxation.” Previous models only approximated how water molecules relaxed around contrasting agents. However, through this new model, known as the NMR eigenmodes framework, the research team has uncovered the “full physical equations” to explain the process.

“The concept is similar to how a musical chord consists of many notes,” Thiago Pinheiro, the study’s first author, a Rice doctoral graduate in chemical and biomolecular engineering and postdoctoral researcher in the chemical sciences division at Oak Ridge National Laboratory, said in a news release. “Previous models only captured one or two notes, while ours picks up the full harmony.”

According to Rice, the findings could lead to the development and application of new contrast agents for clearer MRIs in medicine and materials science. Beyond MRIs, the NMR relaxation method could also be applied to other areas like battery design and subsurface fluid flow.

“In the present paper, we developed a comprehensive theory to interpret those previous molecular dynamics simulations and experimental findings,” Dilipkumar Asthagiri, a senior computational biomedical scientist in the National Center for Computational Sciences at Oak Ridge National Laboratory, said in the release. ”The theory, however, is general and can be used to understand NMR relaxation in liquids broadly.”

The team has also made its code available as open source to encourage its adoption and further development by the broader scientific community.

“By better modeling the physics of nuclear magnetic resonance relaxation in liquids, we gain a tool that doesn’t just predict but also explains the phenomenon,” Walter Chapman, a professor of chemical and biomolecular engineering at Rice, added in the release. “That is crucial when lives and technologies depend on accurate scientific understanding.”

The study was backed by The Ken Kennedy Institute, Rice Creative Ventures Fund, Robert A. Welch Foundation and Oak Ridge Leadership Computing Facility at Oak Ridge National Laboratory.

Researchers at the University of Houston are revolutionizing pulsed power systems and traditional MRI machines. Image via Pexels

Houston researchers are developing smaller scaled imaging machines

future of health tech

A team of researchers in Houston are developing the next generation of miniaturized pulsed power systems — a technology that was key to the creation of x-ray machines, then MRI machines, and more.

University of Houston researchers led by Harish Krishnamoorthy, Cullen College assistant professor of electrical and computer engineering, are working to develop the next generation of miniaturized pulsed power systems. X-rays, MRIs, and similar technology are deeply intertwined with the nuclear age and the mid-20th century. Additionally, pulsed power systems have been used to create other military weapons, such as radar systems and rail guns.

The research is was published in IEEE Transactions on Industrial Electronics. In the paper, the researchers propose creating a mini-pulsed power system that can shrink the system’s energy storage components, such as capacitors, and deliver an immediate surge of power, a recent UH news release summarizes. According to the paper, energy storage can be reduced to less than one-tenth the size of what conventional pulsed power systems use.

“We’re essentially creating a small high-density energy storage machine that will help with reducing the space these machines use, which will save hundreds of thousands of dollars in material costs and improve their reliability,” Krishnamoorthy says.

Recently, the U.S. Department of Energy’s Advanced Research Projects Agency-Energy (ARPA-E) awarded the research team a $1 million grant to build their gallium nitride (GaN)-based miniaturized pulsed power system. The team will be conducting the project alongside scientists from Harvard University and Schlumberger, who are sub-recipients of the grant.

“Initially we’ll make a compact pulsed power supply for extreme environment fluid characterization that can disruptively reduce the cost of downhole well logging tools used in fossil and geothermal energy production. This will be followed by a miniaturized converter suitable for mobile hand-held MRI machines. However, we think that we can extend our technology to make small water-purification systems, pulsed laser systems and pulsed electro-magnetic radiation sources,” says Krishnamoorthy.

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Houston founders launch edtech startup, pilot to pinpoint why students are struggling

learning gaps

Early detection. It sounds simple enough: identify a problem before it has the chance to become a bigger one.

But in practice, early detection is much more difficult to navigate, especially in education, when it comes to identifying the reasons behind a student's academic struggles.

That’s why co-founders Alapati “Al” Ware and Estela Montanez launched Progress Report, a Houston-built K-12 learning-intelligence platform designed to go beyond identifying that a student is struggling.

The platform recently began its pilot program with 35 educators and more than 200 students in Texas and Arizona.

“It’s a micro-learning school that works with children with disabilities, primarily dyslexia and nonverbal students,” Ware tells InnovationMap.

The platform is also being used by homeschool parents, home teachers and Houston educators, including those at SWPS College & Career Preparatory Academy, a Houston charter school.

Ware says Progress Report was designed to fill a gap he and Montanez saw in existing edtech. Some platforms cater almost entirely to students, leaving teachers with little insight into if and how a child is learning. Others focus heavily on district data, where “the student is just a number,” leaving teachers to navigate disconnected tools.

“Our goal was [to] focus purely on the teacher because the teacher is the backbone,” Ware says.

Progress Report traces student performance to learning gaps and prerequisite skills, helping educators understand not only where a student is struggling, but what may be causing it.

The platform then helps teachers build individualized instruction for general education students, students with special education and Individualized Education Program (IEP) needs, and Spanish-speaking learners—all within one educator-controlled system.

The goal is to reduce the guesswork and hours of manual work educators can spend developing individualized lesson plans.

Progress Report helps idenitify learning gaps and common roadblocks for each student. Image courtesy Progress Report

For Ware and Montanez, the mission is also personal.

The concept dates back to around 2023, when the co-founders first had to navigate and address their children’s educational needs.

Ware, Progress Report’s CEO and CTO with a background in edtech, built the platform end-to-end after watching his daughter, who had an IEP related to speech, struggle to get the support she needed.

Montanez, the company’s COO, brought another perspective. Her son is on the autism spectrum. She now leads Progress Report’s operations, partnerships and pilot execution while helping carry its focus on bilingual families from Puerto Rico to Houston.

Together, they began researching ways to personalize their children’s learning and help them progress academically. Montanez’s son went on to become an AP student and high school athlete, while Ware’s daughter began reading more than two grade levels above her grade, they tell InnovationMap.

But Progress Report isn’t designed simply to give a struggling student more work.

Take a student who appears to have difficulty with math.

The problem may not actually be math, the founders share. The student could understand the calculations but struggle to comprehend complex words used in a math problem.

Progress Report is designed to trace those performance patterns back to learning gaps, prerequisite skills or other instructional barriers. From there, it can recommend a next instructional step while leaving the educator in control.

The same concept applies to accommodations.

The system can read IEPs, 504 Plans, Present Levels of Academic Achievement and Functional Performance (PLAAFPs), evaluations and other special education records. Approved IEP goals can then be mapped into the student’s learning graph, while accommodations can carry over into lesson planning and question delivery.

The founders say that approach separates Progress Report from simply adding another artificial intelligence chatbot to a classroom. And still, they believe teachers have to remain at the center.

Teachers, in fact, helped build Progress Report.

The founders began meeting with Houston-area educators months before the pilot. Their feedback helped shape the platform before testing began.

“We’ve been building alongside these educators,” Ware says.

Parents are another piece.

Progress Report can give parents access to their child’s learning record so they can see learning gaps as they develop. Teachers can also see information on work being completed at home when the parent and educator are working together.

After the pilot wraps, Ware and Montanez plan to introduce a $29.99 monthly subscription for homeschool parents, teachers and other educators. They say the price was intentionally kept relatively low to help make the tools more accessible.

They are also exploring ways to work with organizations that could help families who can’t afford the platform.

Moving forward, the goal is considerably bigger.

Over the next five years, Ware and Montanez want Progress Report to become what they describe as a “gold standard” in every state. They know getting there will require building relationships with educators, technology leaders, policymakers and school board members.

For now, they’re starting with a few hundred students and a question that sounds simple but can be remarkably difficult to answer: Why is this student struggling?

If Progress Report works the way its founders envision, teachers and parents will have a clearer answer.

Pioneering cohousing development opens in Houston's historic 2nd Ward

Housing in Hou

An experimental, multi-generational building in the East End is now open and accepting residents. Only 10 of the 33 units remain available at East End Commons, the first project from CoHousing Houston.

Located at 115 Lenox, East End Commons was first conceived in 2017 and is designed to combine the security of home ownership with the community aspect of apartment life, essentially a condominium but with added focus on bringing neighbors together.

Units range from 900-2,000 square feet, offering ample private home space, but with a large Common House area and central courtyard for gatherings, working, and interaction. Large front porches encourage people to spend time outside where they can meet their neighbors, as do extensive foot paths for casual meetings.

"At East End Commons, you know your neighbors before you move in — so you have a network of people and spaces that are immediately there for you," said founding resident Kelli Soika. "We designed for larger shared spaces versus larger personal spaces in order to foster the breakdown of the barriers that lead to loneliness."

Combating loneliness and isolation is certainly necessary. A 2025 survey conducted by the American Psychological Association shows that most Americans feel a sense of societal division and lonely. A loss of "third spaces," where people gather outside the home or work, is a prime factor. East End Commons aims to alleviate some of that disconnectedness.

"I wanted to live in a neighborhood that is imbued with a sense of community above the individual, like we have all experienced in Houston during times of disaster recovery," said Lynn Morstead, one of East End Commons‘ founding residents. "In those instances, such as Hurricane Harvey, we surface from our separateness and come together in new and unexpected ways. With East End Commons, the goal is to translate that notion beyond a set period of time and make it a fixture of everyday life. I call it 'disaster-free neighborliness.'"

East End Commons was designed by Kathleen English of English + Associates. Sustainability is part of the project's design, with amenities such as geothermal heating and cooling exchange HVAC, pre-heated water systems, low-energy use air conditioning and heating, and native landscaping.

Prices for units range from $300,000 to the $900,000s, which can be more than double the home price in the rapidly gentrifying East End. HOA fees not only help maintain communal areas, they also cover shared internet, water, and other communal expenses. Similarly, government of the building is handled democratically via a community board that aims to make decisions by building consensus.

For more information, email info@cohousinghouston.com or call 832-900-2919.