The Ivy League of the South has done it once again. Photo via Rice University

The most prestigious higher education institution in Houston has done it again: Rice University has topped WalletHub's 2025 list of the best colleges and universities in Texas for 2025.

The just-released list analyzed more than 800 colleges and universities in the United States using 30 metrics to determine their rankings.

Rice claimed the No. 1 spot in Texas and in WalletHub's regional category of best universities in the South. The school also ranked as the No. 6 best college nationwide.

Rice earned first place in the category for the "best" (or lowest) on-campus crime rates, and ranked 13th for its gender and racial diversity. The school ranked No. 24 in the category for net cost. According to U.S. News and World Report, tuition and fees at Rice cost $60,709 per year. Rice also has an acceptance rate of eight percent, earning the university No. 27 in the category for admission rates.

Here's how WalletHub broke down the rest of Rice's ranking, where No. 1 is the best and No. 49 is the worst:

  • No. 26 – Student-faculty ratio
  • No. 43 – Graduation rate
  • No. 47 – Post-attendance median salary
Rice's recent accolades add to an ongoing winning streak of high rankings. In September, the private university ranked as the No. 1 best Texas college for 2025 by U.S. News, and ranked No. 18 nationally. Education information and review platform Niche also recently ranked Rice the 15th best college in the country and the No. 1 best in Texas for 2025. And Forbes named Rice No. 9 in its 2024-25 list of top U.S. colleges.In the spring, Rice's Jesse H. Jones Graduate School of Business ranked No. 2 in the national publication's ranking of the best graduate schools in Texas.

The only other Houston university to earn a spot in WalletHub's report was the University of Houston, earning No. 12 in Texas and No. 288 nationally.

The top five universities that outranked Rice in the national rankings were Princeton University (No. 1), Yale University (No. 2), Harvard University (No. 3), Massachusetts Institute of Technology (No. 4), and Dartmouth College (No. 5).

The top 10 colleges and universities in Texas are:

  • No. 1 – Rice University
  • No. 2 – The University of Texas at Austin
  • No. 3 – Trinity University
  • No. 4 – Texas A&M University-College Station
  • No. 5 – Southwestern University
  • No. 6 – Texas Christian University
  • No. 7 – Austin College
  • No. 8 – Texas A&M International University
  • No. 9 – University of Dallas
  • No. 10 – Southern Methodist University
The full report can be found on wallethub.com

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This article originally ran on CultureMap.

BrainLM is now well-trained enough to use to fine-tune a specific task and to ask questions in other studies. Photo via Getty Images

Houston researchers create AI model to tap into how brain activity relates to illness

brainiac

Houston researchers are part of a team that has created an AI model intended to understand how brain activity relates to behavior and illness.

Scientists from Baylor College of Medicine worked with peers from Yale University, University of Southern California and Idaho State University to make Brain Language Model, or BrainLM. Their research was published as a conference paper at ICLR 2024, a meeting of some of deep learning’s greatest minds.

“For a long time we’ve known that brain activity is related to a person’s behavior and to a lot of illnesses like seizures or Parkinson’s,” Dr. Chadi Abdallah, associate professor in the Menninger Department of Psychiatry and Behavioral Sciences at Baylor and co-corresponding author of the paper, says in a press release. “Functional brain imaging or functional MRIs allow us to look at brain activity throughout the brain, but we previously couldn’t fully capture the dynamic of these activities in time and space using traditional data analytical tools.

"More recently, people started using machine learning to capture the brain complexity and how it relates it to specific illnesses, but that turned out to require enrolling and fully examining thousands of patients with a particular behavior or illness, a very expensive process,” Abdallah continues.

Using 80,000 brain scans, the team was able to train their model to figure out how brain activities related to one another. Over time, this created the BrainLM brain activity foundational model. BrainLM is now well-trained enough to use to fine-tune a specific task and to ask questions in other studies.

Abdallah said that using BrainLM will cut costs significantly for scientists developing treatments for brain disorders. In clinical trials, it can cost “hundreds of millions of dollars,” he said, to enroll numerous patients and treat them over a significant time period. By using BrainLM, researchers can enroll half the subjects because the AI can select the individuals most likely to benefit.

The team found that BrainLM performed successfully in many different samples. That included predicting depression, anxiety and PTSD severity better than other machine learning tools that do not use generative AI.

“We found that BrainLM is performing very well. It is predicting brain activity in a new sample that was hidden from it during the training as well as doing well with data from new scanners and new population,” Abdallah says. “These impressive results were achieved with scans from 40,000 subjects. We are now working on considerably increasing the training dataset. The stronger the model we can build, the more we can do to assist with patient care, such as developing new treatment for mental illnesses or guiding neurosurgery for seizures or DBS.”

For those suffering from neurological and mental health disorders, BrainLM could be a key to unlocking treatments that will make a life-changing difference.

An annual ranking recognized Rice University again — but the Houston school ranked a tad lower this year. Photo courtesy of Rice

Report: Rice University again ranks among the top schools in nation

hooting in Houston

Rice University has earned yet another accolade worth hooting about.

Niche, an education review and ranking website, has named Rice the ninth best college in the U.S., down from No. 6 last year. The Houston university receives an A+ in nine of the 12 ranking categories, including academics, diversity, and value. It gets an A for the party scene, a B+ for athletics, and a B for safety.

“We’re proud that Niche once again rates Rice not only one of the nation’s top universities, but also one of the nation’s best college values,” university President Reginald DesRoches said in 2022. “This is especially gratifying because Niche reflects the opinions of students and parents who know firsthand what outstanding education opportunities Rice continues to offer.”

Rice regularly ranks highly on lists of the best colleges and universities in the country, including those published by Niche, Forbes, and U.S. News & World Report.

“Rice is an awesome place. I went to Rice because I wanted professors who actually wanted to see their students succeed, and I can confidently say that’s what I found at Rice,” a student wrote in a Niche review. “The classes are thorough but the tests are very reasonable and focus on the material we learned in class.”

Topping Niche’s national list is Yale University, followed by Stanford University, the Massachusetts Institute of Technology, Harvard University, Princeton University, Columbia University, the University of Pennsylvania, and Dartmouth College.

Rice comes in at No. 12 on Niche’s list of the “best value colleges” in the U.S. and ranks first among the best colleges in Texas. Here are the top 10 Texas schools, including the eighth-ranked University of Houston:

1. Rice University
2. University of Texas at Austin
3. Texas A&M University (College Station)
4. Trinity University (San Antonio)
5. Southern Methodist University (University Park)
6. Texas Christian University (Fort Worth)
7. Texas Tech University (Lubbock)
8. University of Houston
9. University of Texas Permian Basin (Odessa)
10. Baylor University (Waco)

Other Houston-area schools in the Texas ranking are:

  • University of Houston – Clear Lake (No. 13)
  • University of St. Thomas (No. 26)
  • University of Houston – Downtown (No. 39)
  • Prairie View A&M University (No. 43)

“Choosing where to go to college is easily one of the most significant — and expensive — decisions of a person’s life. Niche’s mission is to ensure that every college-bound student has access to easy, transparent and free resources … to help them find their best fit,” Luke Skurman, founder and CEO of Niche, says in a news release.

Here's what student teams from around the world were invited to compete in the Rice Business Plan Competition. Photo via rice.edu

Annual student startup competition in Houston names teams for 2023

getting pitch perfect

Rice Alliance for Technology and Entrepreneurship has named the 42 student startup teams that were extended invitations to compete in the 23rd annual Rice Business Plan Competition

The 2023 startup competition will take place on Rice University campus May 11 to 13, and the teams representing 37 universities from six countries will pitch to investors, mentors, and other industry leaders for the chance to win funding and prizes. Last year's RBPC doled out nearly $2 million in investment prizes.

This year, Rice saw its largest number of student startups applying for the RBPC internal qualifier from within campus. The university selected three to move on to compete at RBPC in May — Sygne Solutions, Neurnano Therapeutics, and Tierra Climate, which also received a total of $5,000 in cash prizes to these top three teams.

The 2023 RBPC will focus on five categories: energy, cleantech and sustainability; life science and health care solutions; consumer products and services; hard tech; and digital enterprise.

This invited companies, if they attend, will join the ranks of the 784 teams that previously competed in RBPC and have raised more than $4.6 billion in capital, as well as seen more than 50 successful exits including five IPOs.

The 2023 Rice Business Plan Competition invitees, according to Rice University's news release:

  • Active Surfaces, Massachusetts Institute of Technology
  • Adrigo Insights, Saint Mary’s University (Canada)
  • AirSeal, Washington University in St. Louis
  • Algbio, Yeditepe University (Turkey)
  • Arch Pet Food, University of Chicago
  • Astria Biosciences, University of Pittsburgh
  • Atma Leather, Yale University
  • Atop, UCLA
  • Biome Future, University of Florida
  • BioSens8, Boston University
  • BlueVerse, Texas Tech University
  • Boardible, Northwestern University
  • Boston Quantum, Massachusetts Institute of Technology
  • ceres plant protein cereal, Tulane University
  • Citrimer, University of Michigan
  • Dart Bioscience, University of Oxford (United Kingdom)
  • DetoXyFi, Harvard University
  • E-Sentience, Duke University
  • Edulis Therapeutics, Carnegie Mellon University
  • FluxWorks, Texas A&M University
  • Integrated Molecular Innovations, Michigan Technological University
  • Inzipio, RWTH Aachen University (Germany)
  • LoopX AI, University of Waterloo (Canada)
  • Magnify Biosciences, Carnegie Mellon University
  • MiraHeart, Johns Hopkins University
  • MyLÚA, Cornell University
  • Outmore Living, University of Texas
  • Pathways, Harvard University
  • Pediatrica Therapeutics, University of Arkansas
  • Perseus Materials, Stanford University
  • Pike Robotics, University of Texas
  • Quantanx, Arizona State University
  • Sheza, San Diego State University
  • Skali, Northwestern University
  • Sundial Solar Components, University of Utah
  • Thryft Ship, University of Georgia
  • Tierra Climate, Rice University
  • TrashTrap Sustainability Solutions, Visvesvaraya Technological University (India)
  • Unchained, North Carolina A&T State University
  • Unsmudgeable, Babson College
  • Vivicaly, University of Pennsylvania
  • Zaymo, Brigham Young University
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CultureMap Emails are Awesome

Announcing the 2025 Houston Innovation Awards finalists

Inspirational Innovators

InnovationMap is proud to reveal the finalists for the 2025 Houston Innovation Awards.

Taking place on November 13 at Greentown Labs, the fifth annual Houston Innovation Awards will honor the best of Houston's innovation ecosystem, including startups, entrepreneurs, mentors, and more.

This year's finalists were determined by our esteemed panel of judges, comprised of past award winners and InnovationMap editorial leadership.

The panel reviewed nominee applications across 10 prestigious categories to determine our finalists. They will select the winner for each category, except for Startup of the Year, which will be chosen by the public via online voting launching later this month.

We'll announce our 2025 Trailblazer Award recipient in the coming weeks, and then we'll unveil the rest of this year's winners live at our awards ceremony.

Get to know all of our finalists in more detail through editorial spotlights leading up to the big event. Then, join us on November 13 as we unveil the winners and celebrate all things Houston innovation. Tickets are on sale now — secure yours today.

Without further ado, here are the 2025 Houston Innovation Awards finalists:

Minority-founded Business

Honoring an innovative startup founded or co-founded by BIPOC or LGBTQ+ representation:

  • Capwell Services
  • Deep Anchor Solutions
  • Mars Materials
  • Torres Orbital Mining (TOM)
  • Wellysis USA

Female-founded Business

Honoring an innovative startup founded or co-founded by a woman:

  • Anning Corporation
  • Bairitone Health
  • Brain Haven
  • FlowCare
  • March Biosciences
  • TrialClinIQ

Energy Transition Business

Honoring an innovative startup providing a solution within renewables, climatetech, clean energy, alternative materials, circular economy and beyond:

  • Anning Corporation
  • Capwell Services
  • Deep Anchor Solutions
  • Eclipse Energy
  • Loop Bioproducts
  • Mars Materials
  • Solidec

Health Tech Business

Honoring an innovative startup within the health and medical technology sectors:

  • Bairitone Health
  • Corveus Medical
  • FibroBiologics
  • Koda Health
  • NanoEar
  • Wellysis USA

Deep Tech Business

Honoring an innovative startup providing technology solutions based on substantial scientific or engineering challenges, including those in the AI, robotics and space sectors:

  • ARIX Technologies
  • Little Place Labs
  • Newfound Materials
  • Paladin Drones
  • Persona AI
  • Tempest Droneworx

Startup of the Year (People's Choice)

Honoring a startup celebrating a recent milestone or success. The winner will be selected by the community via an online voting experience:

  • Eclipse Energy
  • FlowCare
  • MyoStep
  • Persona AI
  • Rheom Materials
  • Solidec

Scaleup of the Year

Honoring an innovative later-stage startup that's recently reached a significant milestone in company growth:

  • Coya Therapeutics
  • Fervo Energy
  • Koda Health
  • Mati Carbon
  • Molecule
  • Utility Global

Incubator/Accelerator of the Year

Honoring a local incubator or accelerator that is championing and fueling the growth of Houston startups:

  • Activate
  • Energy Tech Nexus
  • Greentown Labs
  • Healthtech Accelerator (TMCi)
  • Impact Hub Houston

Mentor of the Year

Honoring an individual who dedicates their time and expertise to guide and support budding entrepreneurs. Presented by Houston Community College:

  • Anil Shetty, Inform AI
  • Jason Ethier, EnergyTech Nexus
  • Jeremy Pitts, Activate
  • Joe Alapat, Liongard
  • Neil Dikeman, Energy Transition Ventures
  • Nisha Desai, Intention

Trailblazer Recipient

  • To be announced
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Interested in sponsoring the 2025 Houston Innovation Awards? Contact sales@innovationmap.com for details.

Houston scientists earn prestigious geophysics career awards

winner, winner

Two Rice University professors have been recognized by the American Geophysical Union, one of the world’s largest associations for Earth and space science.

Rice climatologist Sylvia Dee was awarded the 2025 Nanne Weber Early Career Award by the AGU’s Paleoceanography and Paleoclimatology Section. Richard Gordon, a Rice professor of geophysics also received the 2025 Walter H. Bucher Medal by the AGU. They will both be recognized at the AGU25 event on Dec.15-19 in New Orleans.

The Nanne Weber Early Career Award recognizes contributions to paleoceanography and paleoclimatology research by scientists within 10 years of receiving their doctorate.

“Paleoclimate research provides essential context for understanding Earth’s climate system and its future under continued greenhouse warming," Dee said in a news release. “By studying how climate has evolved naturally in the past, we can better predict the risks and challenges that lie ahead.”

Dee’s work explores how Earth’s natural modes of variability interact with the changing climate and lead to extreme weather. It shows how these interactions can add to climate risks, like flooding and rainfall patterns all around the world.

The Bucher Medal is awarded to just one scientist for their original contributions to the knowledge of the Earth’s crust and lithosphere.

Gordon’s research has reshaped how scientists understand the movement and interaction of Earth’s tectonic plates. He helped reveal the existence of diffuse plate boundaries—areas where the planet’s crust slowly deforms across broad regions instead of along a single fault line. His work also explored true polar wander, a phenomenon in which Earth gradually shifts its orientation relative to its spin axis.

Gordon introduced the concept of paleomagnetic Euler poles, a method for tracing how tectonic plates have moved over millions of years. He also led the development of major global plate motion models, including NUVEL (Northwestern University Velocity) and MORVEL (Mid-Ocean Ridge Velocity).

“Receiving the Walter Bucher Medal is a profound honor,” Gordon said in a news release. “To be included on a list of past recipients whose work I have long admired makes this recognition especially meaningful. There are still countless mysteries about how our planet works, and I look forward to continuing to explore them alongside the next generation of scientists.”

3 Houston-area companies appear on Fortune’s inaugural AI ranking

eyes on ai

Three companies based in the Houston area appear on Fortune’s inaugural list of the top adopters of AI among Fortune 500 companies.

The three companies are:

  • No. 7 energy company ExxonMobil, based in Spring
  • No. 7 tech company Hewlett Packard Enterprise, based in Spring
  • No. 47 energy company Chevron, based in Houston

All three companies have taken a big dive into the AI pool.

In 2024, ExxonMobil’s executive chairman and CEO, Darren Woods, explained that AI would play a key role in achieving a $15 billion reduction in operating costs by 2027.

“There is a concerted effort to make sure that we're really working hard to apply that new technology to the opportunity set within the company to drive effectiveness and efficiency,” Woods told Wall Street analysts.

Hewlett Packard Enterprise is also employing AI to decrease costs. In March, the company announced a restructuring plan — including the elimination of 3,000 jobs — aimed at cutting about $350 million in annual expenses. The restructuring is scheduled to wrap up by the end of October.

Hewlett Packard Enterprise’s Catalyst cost-cutting program includes a push to use AI across the company to improve efficiency, Marie Myers, the company’s executive vice president and chief financial officer, told Wall Street analysts in June.

“Our ambition is clear: A leaner, faster, and more competitive organization. Nothing is off limits. We are focused on rethinking the business — not just reducing our costs, but transforming the way we operate,” Myers said.

At Chevron, AI tools are being used to quickly analyze data and extract insights from it, according to tech news website VentureBeat. Also, Chevron employs advanced AI systems known as large language models (LLMs) to create engineering standards, specifications and safety alerts. AI is even being put to work in Chevron’s exploration initiatives.

Bill Braun, Chevron’s chief information officer, said at a VentureBeat-sponsored event in 2024 that AI-savvy data scientists, or “digital scholars,” are always embedded within workplace teams “to act as a catalyst for working differently.”

The Fortune AIQ 50 ranking is based on ServiceNow’s Enterprise AI Maturity Index, an annual measurement of how prepared organizations are to adopt and scale AI. To evaluate how Fortune 500 companies are rolling out AI and how much they value AI investments, Fortune teamed up with Enterprise Technology Research. The results went into computing an AIQ score for each company.

At the top of the ranking is Alphabet (owner of Google and YouTube), followed by Visa, JPMorgan Chase, Nvidia and Mastercard.

Aside from ExxonMobil, Hewlett Packard Enterprise, and Chevron, two other Texas companies made the list: Arlington-based homebuilder D.R. Horton (No. 29) and Austin-based software company Oracle (No. 37).

“The Fortune AIQ 50 demonstrates how companies across industry sectors are beginning to find real value from the deployment of AI technology,” Jeremy Kahn, Fortune’s AI editor, said in a news release. “Clearly, some sectors, such as tech and finance, are pulling ahead of others, but even in so-called 'old economy' industries like mining and transport, there are a few companies that are pulling away from their peers in the successful use of AI.”