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Projects

UMBC Year 3 Spring IAB Research Projects

No PI Title
01_umbc_01 Karuna P Joshi Automatic Legal Document Analytics and Blockchain Smart Contracts
02_umbc_01 Milt Halem and Phuong Nguyen Predictions of Physics Parameters Computation of High Resolution Weather Forecast Model Using Machine Learning
04_umbc_03 Yaacov Yesha and Yelena Yesha Blockchain for Supply Chain Asset Management and Data Security
05-umbc-01 Charles Nicholas Taking the Thunder Out of Zeus
05-umbc-02 Aryya Gangopadhyay and Yaacov Yesha Multi-Domain Attack Detection for Cybersecurity
05-umbc-03 David Chapman Evaluating and Eliminating Bias in AI for Medical Imaging
06-umbc-01 David Chapman Proposal: Towards The Classification PA Chest Radiographs as Normal or Abnormal
06-umbc-02 Milt Halem Proposal:  An Exploration of a “Deep CNN Teacher-Learner Model” for Accelerating Emulation Training of Earth System Science Sub-grid Scale Model Physics Parameterizations

UMBC Year 3 Fall IAB Research Projects

No PI Title
01_umbc_01 Karuna P Joshi Automatic Legal Document Analytics and Blockchain Smart Contracts
02_umbc_01 Milt Halem and Phuong Nguyen Predictions of Physics Parameters Computation of High Resolution Weather Forecast Model Using Machine Learning
04_umbc_03 Yaacov Yesha and Yelena Yesha Blockchain for Supply Chain Asset Management and Data Security
05-umbc-01 Charles Nicholas Proposal: Taking the Thunder Out of Zeus
05-umbc-02 Aryya Gangopadhyay and Yaacov Yesha Proposal: Multi-Domain Attack Detection for Cybersecurity
05-umbc-03 David Chapman Proposal: Evaluating and Eliminating Bias in AI for Medical Imaging

UMBC Year 2 Spring IAB Research Projects

No PI Title
UM_U01_F19 Milt Halem and Phuong Nguyen Predictions of Physics Parameters Computation of High Resolution Weather Forecast Model Using Machine Learning
UM_U02_F19 Karuna P Joshi Automatic Legal Document Analytics and Blockchain Smart Contracts
UM_U03_F19 Aryya Gangopadhyay Deep learning models for network intrusion detection (completed)
UM_U04_F19 Sisi Duan and Yelena Yesha Blockchain for Supply Chain Asset Management and Data Security
UM_P01_F20 Milton Halem and Phuong Nguyen Proposal: Speeding up Chem_Aerosol_Microphysics Modules for Sub-Seasonal  Simulations
UM_P02_F20 Milton Halem and John Dorband Proposal: Streaming Multi dimensional Tensor Decomposition

UMBC Year 2 Fall IAB Research Projects

No PI Title
UM_U01_F19 Milt Halem and John Dorband Large Scale Streaming Graph Algorithms and Tensor Decomposition for Heterogeneous computer architectures
UM_U02_F19 Karuna P Joshi Automatic Legal Document Analytics and Blockchain Smart Contracts
UM_U03_F19 Aryya Gangopadhyay Deep learning models for network intrusion detection
UM_U04_F19 Sisi Duan and Yelena Yesha Supply Chain Transparency and Security
UM_P01_S19 Milton Halem and Phuong Nguyen Accelerating Radiative Transfer for the MPAS model on IBM Power 9
UM_P02_S19 Milton Halem and Jennifer Sleeman Hybrid Feature Extraction for High Resolution Images

 

UMBC Year 1 Spring IAB Research Projects

No PI Title
UM_P01_S19 Milt Halem Cache Oblivious Optimal SVD Algorithm on CAPI Accelerator
UM_U01_S19 Karuna P Joshi Automatic Legal Document Analytics and Blockchain Smart Contracts
UM_P02_S19 Aryya Gangopadhyay Deep learning models for network intrusion detection
UM_P03_S19 Sisi Duan  Supply Chain Transparency and Security
UM_U03_S19 Milton Halem Progress Querying Streaming Big Data Using In-Storage Devices
UM_P04_S19 Jennifer Sleeman Deep Quantum Boltzmann Machine

UMBC Year 1 Fall IAB Research Projects

No PI Title
UM-01-F-18 Karuna P Joshi An Integrated Knowledge graph for Cloud Data Compliance
UM-02-F-18 Milt Halem Analyzing Impacts of Data Observations and Assimilation on Variations in Weather Forecast Skill Scores
UM-03-F-18 John Dorband Quantum Annealing based Binary Compressive sensing
UM-04-F-18 Milt Halem Streaming Tensor Decomposition and Analytics
UM-05-F-18 Sisi Duan Permissioned Blockchain for IoT, IoMT, and Storage

Other Funded Research Projects

  • UM-OFG-01 Accelerating MPAS on GPU PI: Milt Halem
  • UM-OFG-02 Automatically Detecting Cancer using 3 Million Radiology Images PI: David Chapman