This page contains a list of projects that are using or have used the HPCF. We have another page that provides publications from these projects.
| Project Title | Principal Investigator | Information |
|---|---|---|
| Artificial Intelligence for Precision Oncology: A Multi-Omics Knowledge Network for Personalized Lung Cancer Treatment | Dr. Maricel Kann, Department of Biological Sciences. | link |
| Brain Computer Interfaces and Human-Robot Interaction | Dr. Ramana Kumar Vinjamuri, Department of Computer Science and Electrical Engineering. | link |
| Real time Stress Detection Through ECG and PPG measurements | Dr. Mohamed Younis, Department of Computer Science and Electrical Engineering. | link |
| Building trustworthy NeuroSymbolic AI Systems: Consistency, reliability, explainability, and safety | Dr. Manas Gaur, Department of Computer Science and Electrical Engineering. | link |
| DEEP LEARNING BASED TECHNIQUES FOR TRAUMA DATA | Dr. Thu Nguyen, Department of Mathematics And Statistics. | link |
| Reproductive Seasonality as a Significant Driver in the Evolution of Sexual Conflict | Dr. Mercedes Burns, Department of Biological Sciences. | link |
| Chemoattractant Distribution: Analytical and Numerical Solutions to a PDE | Dr. Bradford Peercy, Department of Mathematics And Statistics. | link |
| Reproducible and Portable Big Data Analytics in the Cloud | Dr. Jianwu Wang, Department of Information Systems. | link |
| HARP 2 | Dr. Xiaoguang Xu, Joint Center for Earth Systems technology. | link |
| Multitask fMRI Data Analysis with Subjuect Group Information Using Sparse Dictionary Learning | Dr. Seung Jun Kim, Department of Computer Science and Electrical Engineering. | link |
| Dynamical Downscaling of CMIP5 Multi-Model Climate Information | Dr. Amita Mehta, Joint Center for Earth Systems technology. | link |
| CAMRO-Dust | Dr. Zhibo Zhang, Department of Physics. | link |
| Efficient Training and Finetune strategies for Large Language Models | Dr. Weizhe Li, Department of Computer Science and Electrical Engineering. | link |
| The Application of 4-Amino-1,8-naphthalimides as Protein Crosslinkers | Dr. Lisa Kelly, Department of Chemistry & Biochemistry. | link |
| Collaborative Research: CyberTraining: Pilot: Operationalizing AI/Machine Learning for Cybersecurity Training | Dr. Houbing Song, Department of Information Systems. | link |
| Evaluating the Impact of Facility-Based Delivery on Health and Economic Outcomes Using a Machine Learning Approach | Dr. Zoe McLaren, School of Public Policy. | link |
| Identifying software vulnerabilities to quantum attacks | Dr. Lei Zhang, Department of Information Systems. | link |
| Facilitating the Next Generation of Air Quality Science: Synergy of NASA’s Ground-Based Observation Networks. | Dr.Xiaoguang Xu, Joint Center for Earth Systems Technology. | link |
| Quantitative numerical analysis in Medical Treatment. | Dr. Matthias Gobbert, Department Of Mathematics And Statistics. Dr. Vijay Sharma, University Of Maryland Baltimore School Of Medicine. | link |
| Leverage RWE in Clinical Trial Design using integrated Causal Inference and Bayesian methodology. | Dr. Yi Huang, Department of Mathematics and Statistics. | link |
| Data-driven and Reduced order modeling for nonlinear solid mechanics | Dr. Ye Lu, Department of Mechanical Engineering. | link |
| Optimization of multi-set data analysis and fusion for big data | Dr.Tulay Adali, Department of Computer Science and Electrical Engineering. | link |
| Classification for High-Dimensional Data | Dr. Seungchul Baek, Department of Mathematics and Statistics. | link |
| Weather Data Clustering Project | Dr. Jianwu Wang, Department of Information Systems. | link |
| Emerging software technologies | Lei Zhang, Department of Information Systems. | link |
| Data-driven Gust Mitigation | Dr. Ankit Goel & Dr. Meilin Yu, Department of Mechanical Engineering Center | link |
| Millimeter/sub-millimeter-wave Radiometer and Microwave Radar for Ice Cloud Remote Sensing | Yuli Liu, Goddard Earth Sciences Technology and Research II (GESTAR II) Center | link |
| A Streamflow Routing Model for the Goddard Earth Observing System Model (GEOS) Climate Modeling System | Yujin Zeng, Goddard Earth Sciences Technology and Research II | link |
| Investigating Black Hole Mergers and their Gravitational Radiation through Numerical Relativity | Bernard Kelly (CSST, CRESST-II, NASA GSFC), Center for Space Sciences and Technology | link |
| Global maps of planted and natural forest cover expansion | Matthew Fagan, Department of Geography and Environmental systems | link |
| Neural Network Enhanced DEER Spectroscopy for Optoelectronic Materials | Jason Kestner, Department of Physics | link |
| Brain network biomarker characterization by localized EEG-based neuroimaging signal data analysis | Fow-Sen Choa, Department of Computer Science and Electrical Engineering | link |
| Exploring the Transcriptional Signatures of Anoxia and Hypoxia in Zebrafish | Rachel Brewster, Department of Biological Sciences | link |
| Data-driven Gust Mitigation | Ankit Goel, Department of Mechanical Engineering | link |
| Analyzing Social Media Network and Sentiment Data to understand Elite and Public Sentiment of Public Programs | Eric Stokan, Department of Political Science | link |
| Development of scanning-based detection of food contamination and mitigation for biofilm removal on equipment surfaces |
Charles Eggleton, Department of Mechanical Engineering, | link |
| 4D functional mapping of glucose metabolism in Living Cells | Minjoung Kyoung, Department of Chemistry and Biochemistry | link |
| Demystifying the Interplay between Explosion Dynamics and Electromagnetic Radiation in Gamma Ray Bursts | Tyler Parsotan, Center for Space Science and Technology | link |
| Determining Atmospheric Aerosol Properties from the UMBC HARP CubeSat in Space | Xiaoguang Xu, Department of Physics | link |
| Improving directional solidification process using Bayesian optimization method | Ronghui Ma, Department of Mechanical Engineering | link |
| Role of connectivity in epilepsy networks | Alexander Ksendzovsky, University of Maryland Department of Neurosurgery | link |
| Transcriptomics of the Pristane-Induced Mouse Model Classify Early and Late-Stage Disease | Jennie Leach, Department of Chemical, Biochemical & Environmental Engineering | link |
| Utilizing Density Functional Theory to Study The Carbon Dioxide Reduction Reaction on Copper Doped WS2 | Can Ataca, Department of Physics | link |
| Compressing deep neural networks | Jinglai Shen, Department of Mathematics and Statistics | link |
| Computational opto-acoustic Communications | Gary Carter, Department of Computer Science and Electrical Engineering | link |
| Investigation of CMAS infiltration into EB-PVD Thermal Barrier Coatings | Ronghui Ma, Department of Mechanical Engineering | link |
| Semantic Midtuning of Language Encoders | Frank Ferraro, Department of Computer Science and Electrical Engineering | link |
| p53 Disease Variants Classification | Maricel Kann, Department of Biological Sciences | link |
| Multimodal Data Fusion | Tulay Adali, Department of Computer Science and Electrical Engineering | link |
| Modeling of Spatial Modes in Microresonator | Curtis R. Menyuk, Department of Computer Science and Electrical Engineering | link |
| Rectangular Statistical Regions with Applications in Laboratory Medicine | Thomas Mathew, Department of Mathematics and Statistics | link |
| Aerosol remote sensing using advanced Machine Learning techniques | Lorraine Remer, Joint Center for Earth Systems Technology | link |
| Active Galactic Nuclei Research | Eileen Meyer, Department of Physics | link |
| Accelerating K-Means++ | Edward Raff, Department of Computer Science and Electrical Engineering | link |
| 3D Gamma Image Reconstruction using Deep Convolutional Neural Networks for Proton Beam Therapy | Jerimy Polf, Department of Radiation Oncology, University of Maryland School of Medicine | link |
| High order CFD modelling of coherent turbulence in the boundary layer of hurricane during an eyewall replacement cycle | Stephen R. Guimond, Department of Physics | link |
| Rendering animations for the Imaging Research Center | Lee Boot, Imaging Research Center | link |
| Hydrographic densification of the Chesapeake Bay Watershed | Matthew Baker, Department of Geography and Environmental Systems | link |
| Machine Learning for very Large Images | Milton Halem, Department of Computer Science and Electrical Engineering | link |
| Multivariate data-driven solutions for static and dynamic brain connectivity | Tulay Adali, Department of Computer Science and Electrical Engineering | link |
| New Examples of Functional Materials | Joseph Bennett, Department of Chemistry & Biochemistry | link |
| Optimization of multi-set data analysis and fusion for Big Data | Tulay Adali, Department of Computer Science and Electrical Engineering | link |
| Simulating mass transfer dynamics of auto-inducer protein during S. aureus biofilm development under physiological flow using COMSOL | Jennie Leach, Department of Chemical, Biological, and Environmental Engineering | link |
| Experimentally Measuring the Circuit Complexity of One-Way Boolean Functions | Alan Sherman, Department of Computer Science and Electrical Engineering. | link |
| A(RCNN) Neural Architecture for Document Classification | Frank Ferraro, Department of Computer Science and Electrical Engineering. | link |
| Semisupervised Ensemble CNNs for Computer Aided Diagnosis | David Chapman, Department of Computer Science and Electrical Engineering. | link |
| Grounded Language Learning by Robots | Cynthia Matuszek, Department of Computer Science and Electrical Engineering. | link |
| Multidisciplinary Research and Education on Big Data + HPC + Atmospheric Sciences | Jianwu Wang, Department of Information Systems. | link |
| Behavior Management in Online Deception | Lina Zhou, Department of Information Systems | link |
| Machine/Deep learning in the emerging area of IoT networks | Ting Zhu, Department of Computer Science and Electrical Engineering | link |
| Big Data Processing for Smart City | Ting Zhu, Department of Computer Science and Electrical Engineering | link |
| Analysis of High-Throughput Sequencing Data for Phylo- and Population Genomics | Mercedes Burns, Department of Biology | link |
| Thermodynamics of Quantum Computation | Sebastian Deffner, Department of Physics | link |
| Redefining Teaching and Learning in the 21st Century using Big Data Analytics | Patricia Young, Department of Education | link |
| Quantum Monte Carlo simulations of Energy Materials | Can Ataca, Department of Physics | link |
| Parallel Simulations of the Linear Boltzmann Equation for Models in Microelectronics Manufacturing | Matthias K. Gobbert, Department of Mathematics and Statistics | link |
| Numerical Simulation of Calcium Waves in Human Heart Cells | Matthias K. Gobbert, Department of Mathematics and Statistics | link |
| A Statistical Comparison of Small-Scale Features in Simulated Tropical Cyclones and High-Resolution Observational Data | Lynn Sparling, Department of Physics | link |
| Analysis of Extra-Tropical Hurricane Transition using the Lagrangian Frame | Lynn Sparling, Department of Physics | link |
| Computational Model of Cellular Adhesion in Bulk Flow | Charles Eggleton, Department of Mechanical Engineering | link |
| Simulating Cell Deformation with Optical Forces using the Immersed Boundary Method | Charles Eggleton, Department of Mechanical Engineering | link |
| Visualization of Early Washington DC | Dan Bailey, Imaging Research Center and Department of Visual Arts | link |
| A Parallel Two-Scale Solution Algorithm for the Elastic Wave Equation | Susan Minkoff, Department of Mathematics and Statistics | link |
| Distributed Principal Direction Divisive Partitioning | Jacob Kogan, Department of Mathematics and Statistics | link |
| Atmospheric Remote Sensing | L. Larrabee Strow, Department of Physics and Joint Center for Earth Systems Technology | link |
| Threshold Indicator Taxa ANalysis | Matthew Baker, Department of Geography and Environmental Systems | link |
| Rendering Massive Models | Marc Olano, Department of Computer Science and Electrical Engineering | link |
| Parallel Computing for Clustering of Large Datasets | Matthias K. Gobbert, Department of Mathematics and Statistics | link |
| Applied Machine Learning Research for Bioinformatics and Biomedicine | Marie desJardins, Department of Computer Science and Electrical Engineering | link |
| Modeling Optical Systems | Curtis R. Menyuk, Department of Computer Science and Electrical Engineering | link |
| Analysis of Promoter Regions with Soft-Computing Techniques | Ivan Erill, Department of Biological Sciences | link |
| Stein’s Method in High Dimensional Classification and Applications | Do-Hwan Park, Department of Mathematics and Statistics | link |
| Computational Modeling of a ROTADE Sensor | Susan Minkoff, Department of Mathematics and Statistics | link |
| The Radio to TeV Synchrotron and Inverse Compton Emission from Extragalactic Relativistic Jets | Markos Georganopoulos, Department of Physics | link |
| Compliant Mechanisms Design | Haijun Su, Department of Mechanical Engineering | link |
| A Density-Functional Theory Calculation of Copper Lattice Electronic Structure | Markos Georganopoulos, Department of Physics | link |
| Evaluation of Groundwater Flowpaths, Fluxes, and Stores in the Chesapeake Bay Watershed Using a Fully Distributed Coupled Hydrologic Model | Claire Welty, Department of Civil and Environmental Engineering and CUERE | link |
| Quantifying the Effect of Physical and Geochemical Heterogeneity on Virus and Nitrate Transport in Aquifers | Claire Welty, Department of Civil and Environmental Engineering and CUERE | link |
| Modeling Carrier Transport of Quantum Cacade Lasers | Curtis R. Menyuk, Department of Computer Science and Electrical Engineering | link |
| Numerical Studies of the Effect of Buffer composition on the pH Gradient Shape | Douglas D. Frey, Department of Chemical & Biochemical Engineering | link |
| Study of Brain Function | Tulay Adali, Department of Computer Science and Electrical Engineering | link |
| Schooling, Fertility, and Married Female Labor Supply: What Role for Health? | Christelle Viauroux, Department of Economics | link |
| Allosteric Inhibition of Hepatitis C Viral Polymerase | Ian F. Thorpe, Department of Chemistry and Biochemistry | link |
| In silico screening of library of CNS bioavailable compounds to identify potential Aβ toxicity inhibitors | Theresa Good, Department of Chemical and Biochemical Engineering | link |
| In silico kinetic model of Chlamydomonas reinhardtii | Mariajose Castellanos, Department of Chemical and Biochemical Engineering | link |
| Dynamic Coupling of the Water Cycle with Patterns of Urban Growth | Claire Welty, Department of Civil and Environmental Engineering and CUERE | link |
| Retrieving dust heights using AIRS | Sergio DeSouza-Machado, Joint Center for Earth Systems Technology/Department of Physics | link |
| UMBC Atmospheric Lidar Group | Raymond Hoff, Department of Physics | link |
| Vibration and Stability of Distributed Structural Systems | Weidong Zhu, Department of Mechanical Engineering | link |
| Electromagnetics modeling and simulation for surface enhanced Raman spectroscopy | John Zweck, Department of Mathematics and Statistics | link |
| Skill Bootstrapping | Marie desJardins, Department of Computer Science and Electrical Engineering | link |
| Retrieval of aerosol microphysical properties from extinction and backscatter measurements from multiwavelength Raman Lidar | Raymond Hoff, Department of Physics | link |
| Anti-reflective surfaces for mid-IR optical fibers | Curtis R. Menyuk, Department of Computer Science and Electrical Engineering | link |
| Toward a better understanding of the vertical structure of marine boundary layer clouds using MODIS observations and large eddy simulation models | Zhibo Zhang, Department of Physics | link |
| Using Computer Vision to Create 3D Forest Models from Thousands of Aerial Photos | Erle C. Ellis, Department of Geography and Environmental Systems | link |
| Color Differencing Structural Similarity Index Metric (CD-SSIM) | Marc Olano, Department of Computer Science and Electrical Engineering | link |
| Improved Ice and Mixed-Phase Precipitation Models for Combined Radar-Radiometer Retrieval Algorithm Applications | William S. Olson, Department of Physics/JCET | link |
| Algae as a source of biofuels | Ian F. Thorpe, Department of Chemistry and Biochemistry | link |
| Damage Detection and Health Monitoring of Structures | Panos G. Charalambides, Department of Mechanical Engineering | link |
| Resilience and Scalability Modeling for Exascale Computing using Nonlinear Optimization techniques | Milton Halem, Department of Computer Science and Electrical Engineering | link |
| Modeling and Optimization of Fiber Modelocked Lasers | Curtis Menyuk, Department of Computer Science and Electrical Engineering | link |
| Molecular modeling of effects of phosphorylation on proteins | Lasse Lindahl, Department of Biological Sciences | link |
| Collaborative Research, WSC-Category 2: Regional Climate Variability and Patterns of Urban Development – Impacts on the Urban Water Cycle and Nutrient Export | Claire Welty, Department of Environmental Engineering and Director of CUERE | link |
| Testing Species Tree Inference Methods | Kevin Omland, Department of Biological Sciences | link |
| Multivariate Time-Series Analysis of Physiological and Clinical | Marie desJardins, Department of Computer Science and Electrical Engineering | link |
| Modeling High-Current Photodetectors | Curtis Menyuk, Department of Computer Science and Electrical Engineering | link |
| Using IDL to run ozone models for PHYS 731 | Raymond Hoff, Department of Physics | link |
| Visualizating Allosteric Inhibition of the Hepatitis C Virus RNA Polymerase | Penny Rheingans, Department of Computer Science and Electrical Engineering | link |
| Dynamical Downscaling of CMIP5 Multi-Model Climate Information | Amita Mehta, Joint Center for Earth Systems Technology | link |
| Improving estimates of CO emissions from biomass burning using FRP and its applicability to atmospheric models | Lynn Sparling, Department of Physics | link |
| Average Causal Effect Estimation Allowing Covariate Measurement Error | Yi Huang, Department of Mathematics and Statistics | link |
| Sustaining Anonymity of Critical Nodes in Ad-hoc and Sensor Networks | Mohamed Younis, Department of Computer Science and Electrical Engineering | link |
| Evaluating Accumulo as a Distributed Semantic Web Triple Store | Tim Finin, Department of Computer Science and Electrical Engineering | link |
| High-Throughput Cell Mechanical Property Testing for Label-Free Assaying | Charles Eggleton, Department of Mechanical Engineering | link |
| Remote Sensing and In Situ Measurements of Aerosol and Cloud Properties | J. Vanderlei Martins, Physics Department and JCET | link |
| Structural Logic Design | Soobum Lee, Department of Mechanical Engineering | link |
| Dynamic Link Prediction | Marie desJardins, Department of Computer Science and Electrical Engineering | link |
| Comparing drug dissolution profiles: proposals based on tolerance intervals | Yi Huang, Department of Mathematics and Statistics | link |
| Designing and Simulating THz Waveguide Devices using Finite Element Techniques | L. Michael Hayden, Professor, Department of Physics | link |
| Highly Parallel Numerical Solution of Fourth Order Partial Differential Equations in 7 or more dimensions, with visualization of solution | Dr. Jon Squire, Computer Science and Electrical Engineering Department | link |
| Developing force field parameters for small molecule inhibitors of HCV polymerase | Ian F. Thorpe, Department of Chemistry and Biochemistry | link |
| Testing a computational model of biological neural networks | James T. Lo, Department of Mathematics and Statistics, UMBC | link |
| Performance and Effectiveness of Urban Green Infrastructure: Maximizing Benefits at the Subwatershed Scale through Measurement, Modeling, and Community-Based Implementation | Claire Welty, Department of Civil and Environmental Engineering and CUERE | link |
| Algorithm Characterization and Implementation for Large Volume, High Resolution Multichannel Electroencephalography Data in Seizure Detection | Tinoosh Mohsenin, Department of Computer Science and Electrical Engineering | link |
| Estimation of VARMA models | Anindya Roy, Department of Mathematics and Statistics | link |
| Parallel WDM Simulator with dual Polarization | Curtis Menyuk, Department of Computer Science and Electrical Engineering | link |
| Computation of Shape Restricted Smoothing Splines | Jinglai Shen, Department of Mathematics and Statistics | link |
| Particle Beam Therapy | John Eley, Department of Radiation Oncology, University of Maryland School of Medicine | link |
| Prompt Gamma Imaging During Proton Beam Radiotherapy | Jerimy Polf, Department of Radiation Oncology, University of Maryland School of Medicine | link |
| GPU-based real-time 4D Patient Dose Reconstruction for Radiation Therapy Treatment Validation | Mu-Han Lin, Department of Radiation Oncology, University of Maryland School of Medicine | link |
| Design and Implementation of a Fine-Grained Appliance Energy Profiling System for Green Building | Nirmalya Roy, Department of Information Systems | link |
| Change detection in evolving communication networks | Vandana Janeja, Department of Information Systems | link |
| Big Data Analytics for high dimensional and heterogeneous datasets | Vandana Janeja, Department of Information Systems | link |
| Heats of Formation of Organic Compounds and Calculational Quantum Chemistry | Joel F. Liebman, Department of Chemistry and Biochemistry | link |
| Graphical Analysis of Electronic Medical Records | Aryya Gangopadhyay, Department of Information Systems | link |
| Numerical simulation of an elastic capusle under oscillating optical forces | Charles Eggleton, Department of Mechanical Engineering | link |
| Seizure detection from multiple physiological signals | Tim Oates, Department of Computer Science and Electrical Engineering | link |
| Graph Mining using MapReduce Hadoop computing | Enyue Lu, Department of Math & CS, Salisbury University | link |
| A Parallel DG Scheme for Computational Fluid Dynamics using Advanced Time Integration Methods | Matthias Gobbert, Department of Mathematics and Statistics | link |
| High Performance Machine Learning Algorithms | Konstantin Kalpakis, Department of Computer Science and Electrical Engineering | link |
| Prediction of Mechanical Properties of the Human Femoropopliteal Artery Using Patient Demographics and Risk Factors | Mariajose Castellanos, Department of Chemical, Biochemical, and Environmental | link |
| Multigrid preconditioning on Xeon Phi | Matthias Bolten, University of Kassel Institute of Mathematics | link |
| Simultaneous assessment of normality and homoscedasticity in linear models | Thomas Mathew, Department of Mathematics and Statistics | link |
| Turbulence Flow Control | Melin Yu, Department of Mechanical Engineering | link |
| Reverse engineering of bacterial regulatory networks | Daniel Lobo, Department of Biological Sciences | link |
| Neutralization of Compression-Induced Image Artifacts for Effective Modeling of Contextual Relationships within a Feature Set using Deep Belief Networks | Hamed Pirsiavash, Department of Computer Science and Electrical Engineering | link |
| Diversity of halophilic microorganisms | Shiladitya DasSarma, Microbiolgy and Immunology, University of Maryland, Baltimore | link |
| Independent Component Analysis by Entropy Maximization with Kernels | Tulay Adali, Department of Electrical and Computer Engineering | link |
| Land-atmosphere-hydrosphere interactions in the urban terrain | Claire Welty, Department of Chemical, Biochemical and Environmental Engineering | link |
| Physics, Simulation, and Computer Animation | Adam Bargteil, Department of Computer Science and Electrical Engineering | link |
| Optimization algorithm design for delivering beam controlled arc therapy to cancer patients | Hao Zhang, Department of Radiation Oncology, University of Maryland School of Medicine | link |
| An Assessment of the Physiographical Impacts in the Mid-Atlantic Region on the Marine Boundary Layer Wind Profile | Lynn Sparling, Department of Physics | link |
| Computer Animation | Adam Bargteil, Department of Computer Science and Electrical Engineering | link |
| Constrained and seeded independent vector analysis for steady state visually evoked potential processing and detection | Tulay Adali, Department of Computer Science and Electrical Engineering | link |
| Accelerating Convolutional Neural Network | Tinoosh Mohsenin, Department of Computer Science and Electrical Engineering | link |
| Ultra Low power DSP for Helath care Monitoring | Tinoosh Mohsenin, Department of Computer Science and Electrical Engineering | link |
| Randomized Benchmarking for Singlet-Triplet Qubits | Jason Kestner, Department of Physics | link |
| Implementation of the Rigorous Coupled Wave Algorithm in MATLAB | Curtis Menyuk, Department of Computer Science and Electrical Engineering | link |
| Big Data Cyber-attack Detection | Jianwu Wang, Department of Computer Science and Electrical Engineering | link |
| Topology optimization for Additive manufacturing and null balancing | Soobum Lee, Department of Mechanical Engineering | link |
| Blue crab genome project | Colleen Burge, Institute of Marine & Environmental Technology | link |
∗ UMBC is assumed as the hosting institution of the PI, unless otherwise mentioned