RESEARCH AREA

Scientific Computing

At UH, researchers are optimizing algorithms and simulations to study complex problems. They are developing advanced computing techniques to analyze everything from network performance and hardware control systems to material properties, even human and systems behavior.

HPE DSI Affiliates

Affiliates listed here have identified this topic among their research areas. Explore each profile to learn more about their work and expertise.

Listed automatically from Faculty Member content tagged to this research topic.

Assistant Professor
Engineering Technology
Director of Engaged Data Science
HPE Data Science Institute
Building on his expertise in STEM education and the success of existing programs such as Data Analytics in Student Hands (DASH) and Project Engagement Encouraging Rising Students (PEERS), Andrew Kapral aims to use project-based learning experiences…
Senior Researcher
HPE Data Science Institute
Jerry Ebalunode, Ph.D., has over 20 years of experience in high-performance computing. He earned a Ph.D. in Biochemistry from UH in 2005, focusing on computational simulations for drug design, and completed a postdoctoral fellowship at the BRITE…
Sr. Data Scientist
HPE Data Science Institute
Data Exploring and Analyzing, Data Preprocessing and Analysis, Data Mining, Data Visualization, Machine Learning applied to healthcare data sets, Deep learning and Neural Networks applied to Face recognition, Statistics, Sentiment Analysis, Computer…
Director
HPE Data Science Institute
Claudia Neuhauser is the Vice President/Vice Chancellor for Research at the University of Houston. Prior to coming to the University of Houston, Claudia served as Associate Vice President for Research and Director of Research Computing at the…
Associate Professor
Mechanical Engineering
Computational mechanics and materials science.
Associate Professor
Electrical Engineering
Computer architecture; Energy-efficient computing; High-performance computing; Hardware reliability and variability; Mobile computing; Heterogeneous computing; Emerging technologies; General-purpose computing on graphics processing units (GPGPUs);…
Assistant Professor
Civil and Environmental Engineering
Vedhus Hoskere's current research interests are highly interdisciplinary, at the intersection of civil engineering, computer science and robotics. His doctoral work at the University of Illinois with Billie F. Spencer Jr. focused on developing…
Assistant Professor
Biology and Biochemistry
Richard Meisel’s group analyzes genomic data to understand how environmental variation and sex differences influence diversity within populations and divergence between species. They are specifically interested in the evolution of sex chromosomes…
Professor
Mechanical Engineering
Theoretical and computational materials science, physics of nanostructures and nanomaterials, atomistic simulations, flexoelectricity, nanoscale piezoelectricity, electromechanical behavior of biological membranes, size-dependent elasticity,…
Assistant Professor
Application Areas, Physical Sciences, Engineering, Cross-cutting Areas, Image Analysis, Scientific Computing
Associate Professor
Public Affairs
Political economy, Globalization of production, Fiscal policy and taxation, Political representation, Quantitative methods
Professor
Physics, Chemistry, and Computer Science
I am an Applied Physicist and an Engineer who works at the interface of multiple disciplines to solve outstanding challenges in medical and biological imaging. We combine tools and techniques from optical physics, applied mathematics, cutting edge…
Professor
Mathematics
Spatial and Spatio-temporal statistics and application to climate and social science problems. Climate model validation. Covariance models for global data
Associate Professor
Psychological, Health, and Learning Sciences
Her primary research interests include modeling of developmental trajectories of problem behavior (especially juvenile offending behavior, but also depressive symptoms, substance use, and other health-risking behaviors) and associated risk factors…
Professor
Chemical and Biomolecular Engineering
We use a combination of first-principles simulations, kinetic modeling and data science to computationally design inorganic materials for heterogeneous catalysis, environmentally benign energy conversion, electrochemical energy storage, green…
Professor
Physics, Chemistry, and Computer Science
The focus of my research is to understand and identify the fundamental principles that govern the dynamics of complex systems. I am interested in processes of growth, adaptation, self-organization, self-assembly, and evolution. Often, my approach is…
Associate Professor
Industrial Engineering
Optimization modeling, theory, and algorithm design with applications in healthcare, financial engineering, and big data.
Assistant Professor
Earth and Atmospheric Sciences
Inversion of geophysical data set (e.g., gravity, gravity gradiometry, magnetics, DC, IP, MT, EM, seismic traveltime) constrained by geological prior information.; Joint inversion of multiple geophysical data sets based on structural similarity and…
Clinical Associate Professor
College of Medicine
Gregorio Gomez, Ph.D., is a clinical associate professor of immunology in the Department of Biomedical Sciences at the University of Houston College of Medicine. He is responsible for teaching immunology in the Scientific Foundations of Medicine…
Associate Professor
Engineering Technology
The UH Networking Lab is a network science and engineering research laboratory with a software-defined infrastructure. We are a dynamic research laboratory with advanced software development practices. We advise students who conduct research on…
Professor
Civil and Environmental Engineering
Classical, surface, and statistical thermodynamics, Heat transfer, Nanotechnology, Thermal energy harvesting.
Professor
Electrical Engineering
Biological image analysis; High-performance computing; Brain tissue mapping and Neuroprosthetic devices; Computational Immunology; Subsurface sensing and imaging systems.
Assistant Professor
Mathematics
My research focuses on the development, analysis, and deployment of computational and mathematical methods that integrate data with simulation and optimization. By exploring these fronts, I aspire to support decision making in challenging problems…
Pietro Milillo has teamed with international partners to examine how Antarctica’s massive glaciers are shifting and how that could predict sea level changes.
On March 29, Aravind Pasunuri demonstrated Apptainer, a containerization technology for high-performance computing environments, discussing its applications and best practices for computational needs.
The UH HPE Data Science Institute hosts Mingjian Wen for its online event series.
The HPE Data Science Institute and the Department of Computer Science hosted the second annual showcase of student research in data science fields.

Italian Space Agency Deliver Unprecedented View of Antarctica Glacier to Predict Sea-Level Rise

Italian Space Agency Deliver Unprecedented View of Antarctica Glacier to Predict Sea-Level Rise

Pietro Milillo has teamed with international partners to examine how Antarctica’s massive glaciers are shifting and how that could predict sea level changes.

November 25, 2025 / Laurie Fickman


Pietro Milillo

A University of Houston scientist has teamed with international partners to examine how Antarctica’s massive glaciers are shifting and how that could predict sea level changes. Their latest collaboration offers the most precise mapping to date in Antarctica of grounding lines, the points where glaciers lift from bedrock and begin to float on the ocean.

On Earth today, only two ice sheets, or continental glaciers, exist — one in Antarctica and the other in Greenland. Over thousands of years of snow compacting and compressing, the ice sheets formed and now cover most of the land in those areas.

About five years ago, the Italian Space Agency began examining Antarctica’s glaciers during its dedicated COSMO-SkyMed mission, meant to observe the earth using its constellation of four synthetic aperture radar satellites, first launched 17 years ago.

And now, after transcription and interpretation, these observations reveal tidal movements and retreat rates in Antarctica of up to 700 meters — or about a half mile — per year in some regions, providing an unprecedented view of glacier evolution.

Antarctica is a significant contributor to global sea level rise, with the potential to substantially increase sea level by the end of this century.

It seems a simple math problem: If the grounding line is measured as having moved inland, where glacier thickness increases, then more ice is flowing outland — or into the ocean. And the more ice into the ocean, means higher sea levels. And vice versa.

“Continuous monitoring of Antarctic evolution is important to understand ice sheet dynamics, minimizing uncertainties in sea level rise projections, and develop strategies to mitigate the risks posed by rising sea level,” said Pietro Milillo, assistant professor of civil and environmental engineering. “This dataset provides the most detailed view yet of how Antarctica’s glaciers are interacting with the ocean. For the first time, we can monitor fast-flowing glaciers at a continental scale using high-frequency radar observations.”

Milillo and the Italian Space Agency published their findings in Scientific Data, a Nature publication.

The paper presents an Antarctic grounding line dataset, manually mapped using Differential Interferometric Synthetic Aperture Radar (DInSAR) data. Over the years, various techniques have been developed for mapping grounding lines, but DInSAR stands out for its ability to operate under all weather conditions, and its proven effectiveness in continuously monitoring grounding lines and detecting their rapid migrations.

To measure tiny movements in the ice, the team analyzed 794 images from over 74 glaciers in East Antarctica, West Antarctica, and the Antarctic Peninsula between July 2020 and March 2022.

“Our collaboration with NASA and the University of Houston highlights how international cooperation can advance the frontiers of Earth observation,” said Luigi Dini of the Italian Space Agency, coauthor of the study. “The COSMO-SkyMed system’s radar technology gives scientists a powerful lens to observe Antarctica’s evolution in near real time.”

The dataset fills major data gaps left by previous missions which struggled to map fast-flowing glaciers and is freely available to the scientific community.

“By partnering with the Italian Space Agency and funding by NASA, we’ve made these data publicly available so scientists worldwide can better understand and model how Antarctic glaciers are evolving and contributing to sea-level rise,” Milillo said.


Research Topics

Andrew Kapral

Andrew Kapral headshot
Director of Engaged Data Science
HPE Data Science Institute
Faculty Bio

Building on his expertise in STEM education and the success of existing programs such as Data Analytics in Student Hands (DASH) and Project Engagement Encouraging Rising Students (PEERS), Andrew Kapral aims to use project-based learning experiences to develop a pipeline of students prepared to pursue post-secondary education and career pathways in data science. Using responsive engagement as a focal point, the Engaged Data Science initiative puts the needs of communities as its core focus and brings together a variety partners including local community leaders, UH students and faculty, K-12 schools and the business community to find innovative ways to use data science to improve collective outcomes.

Research Areas

Research Topics
Scientific Computing

News

January 6, 2026
UH students share research applications in computing and data science across a range of fields.

Jerry Ebalunode

Profile photo of Jerry Ebalunode
Senior Researcher
HPE Data Science Institute
Faculty Bio

Jerry Ebalunode, Ph.D., has over 20 years of experience in high-performance computing. He earned a Ph.D. in Biochemistry from UH in 2005, focusing on computational simulations for drug design, and completed a postdoctoral fellowship at the BRITE Institute, where he developed computational tools for drug discovery. His expertise includes scientific computing, bioinformatics and data analytics.

Research Areas

Research Topics
Scientific Computing

News

January 6, 2026
UH students share research applications in computing and data science across a range of fields.

Ishita Sharma

Ishita Sharma Profile photo
Sr. Data Scientist
HPE Data Science Institute
Faculty Bio

Data Exploring and Analyzing, Data Preprocessing and Analysis, Data Mining, Data Visualization, Machine Learning applied to healthcare data sets, Deep learning and Neural Networks applied to Face recognition, Statistics, Sentiment Analysis, Computer Vision- Object detection, Artificial Intelligence.

Research Areas

Research Topics
Scientific Computing

News

January 6, 2026
UH students share research applications in computing and data science across a range of fields.

Claudia Neuhauser

Claudia Neuhauser headshot
Director
HPE Data Science Institute
Faculty Bio

Claudia Neuhauser is the Vice President/Vice Chancellor for Research at the University of Houston. Prior to coming to the University of Houston, Claudia served as Associate Vice President for Research and Director of Research Computing at the University of Minnesota. In her capacity as Director of Research Computing she directed the University of Minnesota Informatics Institute (UMII), the Minnesota Supercomputing Institute (MSI), and U Spatial.

Research Areas

Research Topics
ML / AI
Scientific Computing

News

January 6, 2026
UH students share research applications in computing and data science across a range of fields.

Xin Fu

Xin Fu
Associate Professor
Electrical Engineering
Cullen College of Engineering 2, Room W344B
Faculty Bio

Computer architecture; Energy-efficient computing; High-performance computing; Hardware reliability and variability; Mobile computing; Heterogeneous computing; Emerging technologies; General-purpose computing on graphics processing units (GPGPUs); On-chip interconnection network.

Research Areas

Research Topics
Scientific Computing

Vedhus Hoskere

Vedhus Hoskere
Assistant Professor
Civil and Environmental Engineering
Faculty Bio

Vedhus Hoskere's current research interests are highly interdisciplinary, at the intersection of civil engineering, computer science and robotics. His doctoral work at the University of Illinois with Billie F. Spencer Jr. focused on developing artificial intelligence, machine learning and computer vision solutions for rapid and automated civil infrastructure inspection and monitoring. For his research toward automated post-earthquake building inspections, Hoskere received the Liu Huixian Earthquake Engineering Scholarship in 2018. 

Research Areas

Research Topics
Image Analysis
ML / AI
Natural Language Processing
Robotics
Scientific Computing
Visualization

News

July 11, 2026
Vedhus Hoskere has received a five-year, nearly half-million-dollar Faculty Early Career Development Program award from the NSF.
March 5, 2026
Team Introduces New Method to Improve Damage Detection

Richard Meisel

Richard Meisel
Assistant Professor
Biology and Biochemistry
Faculty Bio

Richard Meisel’s group analyzes genomic data to understand how environmental variation and sex differences influence diversity within populations and divergence between species. They are specifically interested in the evolution of sex chromosomes and animal-bacteria interactions.

Research Areas

Research Topics
Scientific Computing