Houston researcher scores prestigious NSF award for machine learning, power grid tech

grant funding

The UH team is developing ways to use machine learning to ensure that power systems can continue to run efficiently when pulling their energy from wind and solar sources. Photo via Getty Images

An associate professor at the University of Houston received the highly competitive National Science Foundation CAREER Award earlier this month for a proposal focused on integrating renewable resources to improve power grids.

The award grants more than $500,000 to Xingpeng Li, assistant professor of electrical and computer engineering and leader of the Renewable Power Grid Lab at UH, to continue his work on developing ways to use machine learning to ensure that power systems can continue to run efficiently when pulling their energy from wind and solar sources, according to a statement from UH. This work has applications in the events of large disturbances to the grid.

Li explains that currently, power grids run off of converted, stored kinetic energy during grid disturbances.

"For example, when the grid experiences sudden large generation losses or increased electrical loads, the stored kinetic energy immediately converted to electrical energy and addressed the temporary shortfall in generation,” Li said in a statement. “However, as the proportion of wind and solar power increases in the grid, we want to maximize their use since their marginal costs are zero and they provide clean energy. Since we reduce the use of those traditional generators, we also reduce the power system inertia (or stored kinetic energy) substantially.”

Li plans to use machine learning to create more streamlined models that can be implemented into day-ahead scheduling applications that grid operators currently use.

“With the proposed new modeling and computational approaches, we can better manage grids and ensure it can supply continuous quality power to all the consumers," he said.

In addition to supporting Li's research and model creations, the funds will also go toward Li and his team's creation of a free, open-source tool for students from kindergarten up through their graduate studies. They are also developing an “Applied Machine Learning in Power Systems” course. Li says the course will help meet workforce needs.

The CAREER Award recognizes early-career faculty members who “have the potential to serve as academic role models in research and education and to lead advances in the mission of their department or organization,” according to the NSF. It's given to about 500 researchers each year.

Earlier this year, Rice assistant professor Amanda Marciel was also

granted an NSF CAREER Award to continue her research in designing branch elastomers that return to their original shape after being stretched. The research has applications in stretchable electronics and biomimetic tissues.

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This article originally ran on EnergyCapital.

This week's roundup of Houston innovators includes Omair Tariq of Cart.com, Amanda Marciel of Rice University, and Youngro Lee of Brassica. Photos courtesy

3 Houston innovators to know this week

who's who

Editor's note: Welcome to another Monday edition of Innovators to Know. Today I'm introducing you to three Houstonians to read up about — three individuals behind recent innovation and startup news stories in Houston as reported by InnovationMap. Learn more about them and their recent news below by clicking on each article.

Omair Tariq, co-founder and CEO of Cart.com

Omair Tariq of Cart.com joins the Houston Innovators Podcast to share his confidence in Houston as the right place to scale his unicorn. Photo via Cart.com

Last November, Houston-founded logistics tech company Cart.com announced that it would be returning its headquarters to Houston after spending the last two years growing in Austin. But Co-Founder and CEO Omair Tariq says that while the corporate address may have changed, he actually never left.

"I've been in Houston now forever — and I don't think I'm planning on leaving anytime soon. I love Houston — this city has given me everything I have," Tariq says on the Houston Innovators Podcast. "I even love the traffic and everything people hate about Houston."

Tariq, who was born in Pakistan and grew up in Dubai before relocating as a teen to Houston, shared his entrepreneurial journey on the show, which included starting a jewelry business and being an early employee at Blinds.com before it was acquired in 2014 by Home Depot. Continue reading.

Amanda Marciel, the William Marsh Rice Trustee Chair of chemical and biomolecular engineering at Rice University

In addition to supporting Amanda Marciel's research, the funds will also go toward creating opportunities in soft matter research for undergraduates and underrepresented scientists at Rice University. Photo by Gustavo Raskosky/Rice University

An assistant professor at Rice University has won one of the highly competitive National Science Foundation's CAREER Awards.

The award grants $670,406 over five years to Amanda Marciel, the William Marsh Rice Trustee Chair of chemical and biomolecular engineering, to continue her research in designing branch elastomers that return to their original shape after being stretched, according to a statement from Rice. The research has applications in stretchable electronics and biomimetic tissues.

“My goal is to create a new paradigm for designing elastomers,” Marciel said in a statement. “The research has four aims: to determine the role of comb polymer topology in forming elastomers, understanding the effects of that topology on elastomer mechanics, characterizing its effects on elastomer structure and increasing the intellectual diversity in soft matter research.” Continue reading.

Youngro Lee, founder of Brassica

Youngro Lee is celebrating the acquisition of his company, Brassica. Photo courtesy

A Houston fintech innovator is celebrating his latest startup's exit.

Brassica Technologies Inc., a fintech infrastructure company that's provides a platform for alternative assets, has been acquired by BitGo, a Palo Alto, California-based tech company with digital asset services. The terms of the deal were not disclosed.

"Joining forces with BitGo is a significant step towards Brassica's ultimate vision of building the financial infrastructure of the future," Youngro Lee, founder and CEO of Brassica, says in a news release. "Our strength lies in our 'one stop shop' approach of providing API-enabled infrastructure for the alternative assets industry. Continue reading.

Houston professor earns competitive NSF award, nearly $700,000 grant

science supported

An assistant professor at Rice University has won one of the highly competitive National Science Foundation's CAREER Awards.

Marciel, who joined the faculty at Rice in 2019, is one of about 500 researchers to receive the NSF's CAREER Award each year. The award recognizes early-career faculty members who “have the potential to serve as academic role models in research and education and to lead advances in the mission of their department or organization,” according to the NSF.

In addition to supporting Marciel's research, the funds will also go toward creating opportunities in soft matter research for undergraduates and underrepresented scientists. It will establish a new annual symposium called the Texas Soft Matter Meeting, where community college teachers can participate in a soft matter laboratory module and students in the Research Experiences for Undergrads program at Rice will present their summer research.

Recently, Rice also launched the new Rice Synthetic Biology Institute, which aims to strengthen the synthetic biology community across disciplines at the university. It is part of an $82 million investment the university put toward synthetic biology, neuroengineering and physical biology in 2018.

A fellow team or Rice researcher is also working on wearable haptic accessories. A member of the team was recently named to the 2024 cohort of Rice Innovation Fellows. Click here to learn more.

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Texas lands in top 10 states expected to be most financially affected by weather events

report

Texas — home to everything from tornadoes to hurricanes — cracks the top 10 of a new report ranking states based on impact from weather-related events.

SmartAsset's new report factored in a myriad of data from the Federal Emergency Management Agency to identify which states face the most financial risk due to various weather events. In the report, the states were ranked by the total expected annual financial losses per person. Texas ranked at No. 10.

"With a variety of environmental events affecting the wide stretch of the United States, each state is subject to its own risks," reads the report. "Particularly, tornadoes, wildfires, hurricanes, flooding, landslides, lightning and drought, among other events, can cause damage to buildings, agriculture and individuals alike. When considering insurance, residents and business owners in each state should account for historic and projected losses due to environmental events in their financial plans."

In Texas, the total expected annual loss per person is estimated as $283.15. The report broke down each weather event as follows:

Coastal flooding: $1.49
Drought: $3.48
Earthquake: $1.71
Heat wave: $8.16
Hurricane: $89.22
Riverine flooding: $66.05
Strong wind: $5.37
Tornado: $71.04
Wildfire: $8.26
Winter weather: $1.96

Louisiana ranked as No. 1 on the list with $555.55 per person. The state with the lowest expected loss per person from weather events was Ohio with only $63.89 estimated per person.

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This article originally ran on EnergyCapital.

Exclusive: Houston hydrogen spinout names energy industry veteran as CEO

good as gold

Cleantech startup Gold H2, a spinout of Houston-based energy biotech company Cemvita, has named oil and gas industry veteran Prabhdeep Singh Sekhon as its CEO.

Sekhon previously held roles at companies such as NextEra Energy Resources and Hess. Most recently, he was a leader on NextEra’s strategy and business development team.

Gold H2 uses microbes to convert oil and gas in old, uneconomical wells into clean hydrogen. The approach to generating clean hydrogen is part of a multibillion-dollar market.

Gold H2 spun out of Cemvita last year with Moji Karimi, co-founder of Cemvita, leading the transition. Gold H2 spun out after successfully piloting its microbial hydrogen technology, producing hydrogen below 80 cents per kilogram.

The Gold H2 venture had been a business unit within Cemvita.

“I was drawn to Gold H2 because of its innovative mission to support the U.S. economy in this historical energy transition,” Sekhon says in a news release. “Over the last few years, my team [at NextEra] was heavily focused on the commercialization of clean hydrogen. When I came across Gold H2, it was clear that it was superior to each of its counterparts in both cost and [carbon intensity].”

Gold H2 explains that oil and gas companies have wrestled for decades with what to do with exhausted oil fields. With Gold H2’s first-of-its-kind biotechnology, these companies can find productive uses for oil wells by producing clean hydrogen at a low cost, the startup says.

“There is so much opportunity ahead of Gold H2 as the first company to use microbes in the subsurface to create a clean energy source,” Sekhon says. “Driving this dynamic industry change to empower clean hydrogen fuel production will be extremely rewarding.”

In 2022, Gold H2 celebrated its successful Permian Basin pilot and raised early-stage funding. In addition to Gold H2, Cemvita also spun out a resource mining operation called Endolith. In a podcast episode, Karimi discussed Cemvita's growth and spinout opportunities.

Rice University's student startup competition names 2024 winners, awards $100,000 in prizes

taking home the W

A group of Rice University student-founded companies shared $100,000 of cash prizes at an annual startup competition.

Liu Idea Lab for Innovation and Entrepreneurship's H. Albert Napier Rice Launch Challenge, hosted by Rice earlier this month, named its winners for 2024. HEXASpec, a company that's created a new material to improve heat management for the semiconductor industry, won the top prize and $50,000 cash.

Founded by Rice Ph.D. candidates Tianshu Zhai and Chen-Yang Lin, who are a part of Lilie’s 2024 Innovation Fellows program, HEXASpec is improving efficiency and sustainability within the semiconductor industry, which usually consumes millions of gallons of water used to cool data centers. According to Rice's news release, HEXASpec's "next-generation chip packaging offer 20 times higher thermal conductivity and improved protection performance, cooling the chips faster and reducing the operational surface temperature."

The rest of the winners included:

Second place and $25,000: CoFlux Purification
Third place and $15,000: Bonfire
Outstanding Achievement in Social Impact Award and $1,500: EmpowerU
Outstanding Achievement in Artificial Intelligence and $1,000: Sups and Levytation
Outstanding Achievement in Consumer Goods Prize and $1,000: The Blind Bag
Frank Liu Jr. Prize for Creative Innovations in Music, Fashion and the Arts and $1,500: Melody
Outstanding Achievement in Climate Solutions Prizes and $1,000: Solidec and HEXASpec
Outstanding Undergraduate Startup Award and $2,500: Women’s Wave
Audience Choice Award and $2,000: CoFlux Purification

The NRLC, open to Rice students, is Lilie's hallmark event. Last year's winner was fashion tech startup, Goldie.

“We are the home of everything entrepreneurship, innovation and research commercialization for the entire Rice student, faculty and alumni communities,” Kyle Judah, executive director at Lilie, says in a news release. “We’re a place for you to immerse yourself in a problem you care about, to experiment, to try and fail and keep trying and trying and trying again amongst a community of fellow rebels, coloring outside the lines of convention."

This year, the competition started with 100 student venture teams before being whittled down to the final five at the championship. The program is supported by Lilie’s mentor team, Frank Liu and the Liu Family Foundation, Rice Business, Rice’s Office of Innovation, and other donors

“The heart and soul of what we’re doing to really take it to the next level with entrepreneurship here at Rice is this fantastic team,” Peter Rodriguez, dean of Rice Business, adds. “And they’re doing an outstanding job every year, reaching further, bringing in more students. My understanding is we had more than 100 teams submit applications. It’s an extraordinarily high number. It tells you a lot about what we have at Rice and what this team has been cooking and making happen here at Rice for a long, long time.”

HEXASpec was founded by Rice Ph.D. candidates Tianshu Zhai and Chen-Yang Lin, who are a part of Lilie’s 2024 Innovation Fellows program. Photo courtesy of Rice

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