Projects

Phase II Projects

Project Overview Slides

UMBC Year 1 

  1. Collaborative project (UMBC, Rutgers, and UMiami ): Ethical and Secure Medical Analytics, Project Leads: Karuna Joshi (UMBC), Dimitris Metaxas (Rutgers), David Chapman (Miami)
  2. Collaborative project (UMBC and UMiami):  A Machine Learning-based OSSE, Project Leads: Milt Halem (UMBC), Ben Kirtman(Miami)
  3. Optimizing Knowledge Graph Reasoning for High-Performance Computing Environments; Project Leads: Anupam Joshi (UMBC), Tim Finin (UMBC), karuna Joshi (UMBC)
  4. RISC V Benchmarking, Project Leads: Ryan Robucci (UMBC), Mohamed Younis (UMBC)
  5. Malware Analytics, Project Lead: Charles Nicholas (UMBC)

Phase I Projects

UMBC Year 5 Spring IAB Research Project Updates

Project No. Project Title Project Leads
Collaborative 1 (UMBC, Rutgers and UMiami ) Ethical and Secure Medical Analytics

 

Karuna Joshi (UMBC), Dimitris Metaxas (Rutgers), David Chapman (Miami)
Collaborative 2

(UMBC and UMiami)

A Machine Learning-based OSSE* Milt Halem (UMBC), Ben Kirtman(Miami)
Y5_umbc_1 Searchable Malware Tensors [Final Report] Charles Nicholas
Y5_umbc_2 Veracity Measure to Manage Disinformation Propagation [Final Report] Karuna Joshi
Y4_umbc_3 Blockchain for Supply Chain Asset Management and Data Security Yaacov Yesha

UMBC Year 5 Fall IAB New Research Proposals

Project No. New Proposal Title Project Leads
Collaborative 1 Ethical and Secure Medical Analytics

A UMBC-Rutgers-U/MIAMI Collaborative Proposal

Karuna Joshi (UMBC), Dimitris Metaxas (Rutgers), David Chapman (Miami)
Collaborative 2 A Machine Learning-based OSSE*

A UMBC-U/MIAMI Collaborative Proposal

Milt Halem (UMBC), Ben Kirtman(Miami)
Y5_umbc_1 Searchable Malware Tensors Charles Nicholas
Y5_umbc_2 Veracity Measure to Manage Disinformation Propagation Karuna Joshi
Y4_umbc_3 Blockchain for Supply Chain Asset Management and Data Security Yaacov Yesha
Y6_umbc_1 Optimizing Knowledge Graph Reasoning for High Performance Computing Environments Anupam Joshi (UMBC), Tim Finin (UMBC), Karuna Joshi (UMBC)

UMBC Year 4 Spring IAB Research Projects

Project No. Continuing Projects Title Project Leads
01-umbc-01 Automatic Legal Document Analytics and Blockchain Smart Contracts Karuna Joshi
04-umbc-03 Blockchain for Supply Chain Asset Management and Data Security Yaacov Yesha, Co PI: Phuong Nguyen
05-umbc-01 Taking the Thunder Out of Zeus Charles Nicholas
05-umbc-02 Multi-Domain Attack Detection for Cybersecurity Yaacov Yesha, co PI : Aryya Gangopadhyay
05-umbc-03 Evaluating and Eliminating Bias in AI for Medical Imaging David Chapman
06-umbc-01 Towards The Classification PA Chest Radiographs as Normal or Abnormal David Chapman
06-umbc-02 Progressive Neural Nets for Emulator Training of Climate Model Sub-grid Scale Physics Parametrization Milt Halem, Co PI: Adam Bargteil

UMBC Year 4 Fall IAB Research Projects

Project No. Continuing Projects Title Project Leads
01-umbc-01 Automatic Legal Document Analytics and Blockchain Smart Contracts Karuna Joshi
04-umbc-03 Blockchain for Supply Chain Asset Management and Data Security Yaacov Yesha, Co PI: Phuong Nguyen
05-umbc-01 Taking the Thunder Out of Zeus Charles Nicholas
05-umbc-02 Multi-Domain Attack Detection for Cybersecurity Yaacov Yesha, co PI : Aryya Gangopadhyay
05-umbc-03 Evaluating and Eliminating Bias in AI for Medical Imaging David Chapman
06-umbc-01 Towards The Classification PA Chest Radiographs as Normal or Abnormal David Chapman
06-umbc-02 Progressive Neural Nets for Emulator Training of Climate Model Sub-grid Scale Physics Parametrization Milt Halem, Co PI: Adam Bargteil

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