**Count= 112** | | | |

Using deep learning to detect intrusion into the CAN bus | ORNL-KAY1* | 12/9/2019 | Yes |

Pseudorandom Generators and derandomization of algorithms | ORNL-KAY2 | 12/9/2019 | No |

Characterization and quantification of seasonal variability in tidal signals | USACE-TORRES1* | 12/4/2019 | Yes |

Exploring the probability density functions of urban acoustic noise | USACE-KAMRATH1* | 12/4/2019 | Yes |

Porous Acoustic Metamaterials | USACE-MUHLESTEIN1* | 12/4/2019 | Yes |

1) Modeling soil and ice interactions in porous media and 2) Testing and Evaluation of AI Chip | USACE-LEIN1* | 12/4/2019 | Yes |

Stochastic Modeling and Multivariate Analysis of Soil Microbiota and Biological Attributes | USACE-BARBATO1* | 12/4/2019 | Yes |

Resolving patterning in ‘omics datasets using mathematical and statistical approaches | USACE-JONES1* | 12/4/2019 | Yes |

Assessing Spatial and Temporal Variance of Soil under Meteorological and Biogeochemical conditions using Thermal, Lidar, and Alternative Sensing Technologies | USACE-CLAUSEN1* | 12/4/2019 | Yes |

Nonparametric estimation of the force of infection to quantify model form uncertainty in epidemiological model. | LANL-HENGARTNER1 | 12/4/2019 | No |

Structure Embedding for Heterogeneous Spatio-Temporal Data | USACE-ELLISON1* | 12/2/2019 | Yes |

Partially Embedded Network Classification and Learning (PENCL) | USACE-PARKER1* | 12/2/2019 | Yes |

Full Motion Video to 3D | USACE-MASSARO1* | 12/2/2019 | Yes |

Mathematical Approaches to Secure In-Vehicle Networks | ORNL-BRIDGES2* | 12/2/2019 | Yes |

Semi-supervised Tensor Decomposition for Large-Scale Machine Learning | SNL-KOLDA1* | 12/2/2019 | Yes |

Statistical spatial modeling of soil organic carbon | ANL-BESSAC1 | 11/22/2019 | No |

Nonlinear Optimization for Robust Design of Experiments | ANL-LEYFFER1 | 11/22/2019 | No |

Discrete Optimization Models and Algorithms for Machine-Learning | ANL-LEYFFER2 | 11/22/2019 | No |

Deep Probabilistic Machine Learning for Scientific Data | ANL-MADIREDDY1 | 11/22/2019 | No |

Development of Graph Convolutional Neural Network for scientific data | ANL-MALLICK1 | 11/22/2019 | No |

Deep learning reduced-order models for computational physics applications | ANL-MAULIK1 | 11/22/2019 | No |

Inverse Problems to Discover the Weights of Canonical Motor Microcircuits in the Spinal Cord from Experimental Data | ANL-RUDI1 | 11/22/2019 | No |

Robust calibration and parameter estimation under uncertainty | ANL-WILD1 | 11/22/2019 | No |

Constructing Adaptive Grids for Polyatomic Molecules | NIST-SCHNEIDER2 | 11/22/2019 | Yes |

Parallel Algebraic Multigrid Algorithms for Mixed Finite Element Discretizations | SNL-TUMINARO1 | 11/22/2019 | Yes |

Domain-informed graph neural networks for scientific applications | ANL-BALAPRAKASH1 | 11/22/2019 | No |

Nonlocal Physics-Informed learning machines | SNL-D'ELIA1* | 11/19/2019 | Yes |

Development of a Unified Nonlocal Theory | SNL-PARKS1* | 11/19/2019 | Yes |

Advanced Numerical Methods for Peridynamic Fracture Modeling | ORNL-SELESON1 | 11/15/2019 | No |

Advancing High-Fidelity Discrete Fracture Networks | LANL-HYMAN | 11/15/2019 | No |

Bayesian Uncertainty Pyramid: Bayesian Approaches for Assessing Model Uncertainty | NIST-IYER1 | 11/15/2019 | No |

Captur3D | USACE-CURRAN2* | 11/15/2019 | Yes |

Data Analytics to Select Materials for Extreme Environments | PNNL-DEVANATHAN1 | 11/15/2019 | No |

Deducing the cognitive catalyst for social contagion in a small fish model of collective motion | USACE-MAYO1 | 11/15/2019 | No |

De-noising and signal processing of photon-counting LIDAR data | USACE-MARCHANT1* | 11/15/2019 | Yes |

Error and optimality of Finite Difference schemes in Density Functional Theory | ORNL-FATTEBERT1 | 11/15/2019 | No |

Heartbeat: Detection of Adverse Cyber Events by Power Monitoring | ORNL-PROWELL1* | 11/15/2019 | Yes |

How Efficient Are Deep Learning Classifiers? | NIST-IYER2 | 11/15/2019 | No |

Implicit time-stepping method to solve Phase-field equations in a moving frame | ORNL-FATTEBERT2 | 11/15/2019 | No |

Information and Generation Management Branch | USACE-SISTRUNK1* | 11/15/2019 | Yes |

Lattice Gauge Theory with Finite Groups | ORNL-ALVAREZ1 | 11/15/2019 | No |

Mathematics Applied to Novel Models of Computation | LANL-MONROE* | 11/15/2019 | Yes |

Quantum optimal control using high performance computing | LLNL-PETERSSON1 | 11/15/2019 | No |

Sensitivity of flow to material interfaces using the continuous sensitivity equation approach | LANL-LU1 | 11/15/2019 | No |

Sparsity Enabled, Fast Methods for Solving the Boltzmann Equation | ORNL-HAUCK1 | 11/15/2019 | No |

Statistical Computing on Large Parallel Systems | ORNL-OSTROUCHOV1 | 11/15/2019 | No |

Scientific Computing and Learning for Image and Shape Analysis | NIST-DOGAN1 | 11/15/2019 | No |

Using artificial intelligence to understand socioeconomic factors in cancer outcomes | ORNL-ERWIN1 | 11/15/2019 | No |

Robust Learning for Implicit Monte Carlo Transport | LANL-MATSEKH1 | 11/15/2019 | No |

Numerical Determination of Controls for Chemotaxis Models | ORNL-NUTARO1 | 11/15/2019 | No |

National Animal Health Monitoring System (NAHMS) Goat 2019 Study - The Economic Cost of Parasitism in US Goats | USDA-MARSHALL1* | 11/15/2019 | Yes |

Decoding Inverse Problems with Differentiable Programming, Deep Learning, and Supercomputing | ORNL-LAANAIT1 | 11/15/2019 | No |

Hybrid models of complex particle systems | ORNL-HAUCK2 | 11/15/2019 | No |

Machine learning based modeling framework to relate biomass tissue properties with handling and conversion performances. | USDA-BERGMAN1 | 11/15/2019 | No |

Quantifying Uncertainty of Life-Cycle Assessments for Forest Products: An Overview | USDA-BERGMAN2 | 11/15/2019 | No |

Quantum Compiling with Many-body Unitary Operations | ORNL-DUMITRESCU1 | 11/15/2019 | No |

Building High-Performance Scalable Geocomputation Capabilities for Global and High-Resolution Geospatial Studies | ORNL-YLIU1 | 11/15/2019 | No |

Methods and Interfaces for Quantum Accelerated Scientific Applications | ORNL-POOSER1 | 11/15/2019 | No |

Data Privacy and Secure AI | ORNL-ALAWAD1 | 11/15/2019 | No |

3D Modeling and Visualization of optical and mechanical misalignments, aberations, and timing errors on optically based (terrestrial, airborne, and satelite) sensor systems | USACE-OBER1* | 11/15/2019 | Yes |

Collocation Methods to Solve the El;ectronic Schroedinger Equation | NIST-SCHNEIDER1 | 11/15/2019 | No |

NNSA-IAEC Subsurface Radionuclide Transport : Northeastern Negev Desert Vadose Zone Model Development | LANL-STAUFFER1 | 11/15/2019 | No |

Near Real-time Surveilence and Dynamic Optimal Control Policies for Infectious Diseases | LANL-SEVERSON1 | 11/15/2019 | No |

Developing a Complexity-Based Framework for Aerospace, Civil and Mechanical Infrastructure Damage Detection and Monitoring | LANL-FARRAR1 | 11/15/2019 | No |

Computational modeling & parameter sensitivity analysis in support of bioenergy production | LANL-SOLANDER1 | 11/15/2019 | No |

Eulerian modelling of FSI problems using AMReX | LBNL-GULIZZI1 | 11/15/2019 | No |

Model development for CFD-DEM multiphase flow simulations | LBNL-PORCU1 | 11/15/2019 | No |

Scalable algorithms for Bayesian inference for computationally expensive models | LBNL-MUELLER1 | 11/15/2019 | No |

Machine learning for quantum control and optimization | FNL-PERDUE1* | 11/15/2019 | Yes |

Integrating physical constraints in machine learning models for groundwater predictions | LBNL-MUELLER2 | 11/15/2019 | No |

Extending Fluctuating Hydrodynamics to the Low-Concentration Limit | LBNL-LADIGES1 | 11/15/2019 | No |

Modeling graphene squeeze film resonators | LBNL-LADIGES2 | 11/15/2019 | No |

Applying Machine Learning to Tackle Combinatorial Problems in Sparse Matrix Factorization | LBNL-GHYSELS1 | 11/15/2019 | No |

Machine Learning Models for Nuclear Reactions in Astrophysics | LBNL-WILLCOX1 | 11/15/2019 | No |

Understanding Artificial Intelligence from Topological Descriptors | LBNL-SANDERSON1 | 11/15/2019 | No |

Development of autotuning framework using statistical and machine learning methods | LBNL-LI1 | 11/15/2019 | No |

Active Subspaces | ORNL-BRIDGES1* | 11/15/2019 | Yes |

Processing Big Data with Cognitive Computing | ORNL-OMITAOMU1* | 11/15/2019 | Yes |

A kernel two-sample test for comparing distributions over graphs | ORNL-LIM1 | 11/15/2019 | No |

In-situ Statistical Inference for High Performance Computing Simulations | LANL-LAWRENCE1 | 11/15/2019 | No |

Reducing the cost of chemical kinetics in combustion simulations | LBNL-FELDEN1 | 11/15/2019 | No |

Acoustic Time Series Analysis using Deep Convolutional Neural Networks | LANL-LIN1 | 11/15/2019 | No |

Blended Quasicontinuum Atomistic-to-Continuum Coupling | ORNL-SELESON2 | 11/15/2019 | No |

Using Qualitative Data to Parameterize a Mechanistic Model for a Cellular Regulatory System | LANL-HLAVACEK1 | 11/15/2019 | No |

High-performance deep learning algorithms using dynamical systems | LLNL-PAZNER1 | 11/15/2019 | No |

Stochastic deep learning models | ORNL-ALAWAD2 | 11/15/2019 | No |

Similarity Features in Graph Analysis | USACE-SISTRUNK2* | 11/15/2019 | Yes |

Exploring Digital Annealers for Combinatorial Optimization Problems | LANL-NEGRE1 | 11/15/2019 | No |

Probabilistic Graphical Models and Machine Learning for Image Analysis | LBNL-PERCIANO1 | 11/15/2019 | No |

Probabilistic Modeling for Forensic Interpretation of DNA Mixtures Using Next Generation Sequencing Data | NIST-IYER3* | 11/15/2019 | Yes |

Generative stochastic networks for scalable error mitigation in quantum hardware | ORNL-HAMILTON1 | 11/15/2019 | No |

Investigation of 3D, Higher-Order Subgrid Algorithms for Modeling Vectorized Wave Propagation | LANL-MEIERBACHTOL1 | 11/15/2019 | No |

Mapping with Unmanned Ground Vehicles (UGV) | USACE-GASPELL1* | 11/15/2019 | Yes |

Fundamental Understanding of Stochastic Optimization Methods | ORNL-LIU1 | 11/15/2019 | No |

Land surface feature extraction from remotely sensed imagery using geospatial methods and machine learning | USACE-LASKO1* | 11/15/2019 | Yes |

Leveraging Multi-Source Remote Sensing for Inundation Mapping Over Complex Environments | USACE-SAVA1* | 11/15/2019 | Yes |

Improving Nuclear Data Estimates and Uncertainties Using Machine Learning | LANL-NEUDECKER1 | 11/15/2019 | No |

High Throughput Phase Retrieval | LBNL-MARCHESINI1 | 11/15/2019 | No |

Anisotropic Tetmesh Scaling via Tensor Fields | SNL-QUADROS1* | 11/15/2019 | Yes |

Numerical Modeling of Vessel-Generated Waves and Effects on Adjacent Shorelines | USACE-MALEJ1* | 11/15/2019 | Yes |

Bandit learning versus optimization | ANL-MENICKELLY1 | 11/15/2019 | No |

Developing quantitative prediction tool for drug binding and toxicity | ANL-JIANG1 | 11/15/2019 | No |

Deep Reinforcement Learning based Recommender System to Model and Predict Mobility Pattern using Trajectory Data | ORNL-KAR1 | 11/15/2019 | No |

NAHMS Goat 2019 Study- Biologics Validation | USDA-MARSHALL2* | 11/15/2019 | Yes |

NAHMS Disclosure Avoidance Automation | USDA-MARSHALL3* | 11/15/2019 | Yes |

Generating novel applications of normative decision theory, developing innovative approaches to analyze data, and sharing expertise in R and Python | USDA-DELGADO1* | 11/15/2019 | Yes |

Enhancing food security by modeling entry of prohibited agricultural goods through U.S. ports of entry from at-risk countries. | USDA-COOK1* | 11/15/2019 | Yes |

Machine learning approaches to automating tuning of quantum dot experiments | NIST-ZWOLAK1 | 11/15/2019 | No |

Algorithms for optimization under uncertainty when function evaluations are computationally expensive | LBNL-NG1 | 11/15/2019 | No |

Integrating Weather and Weather Impacts into Terrain Processing Tools | USACE-HARDING1* | 11/15/2019 | Yes |

Benchmarking Suite for Evaluation of Reconstructed Images | LANL-SWEENEY1* | 11/15/2019 | Yes |

Scalable and communication-avoiding strategies for Artificial Intelligence and Deep Learning models | ORNL-PASINI1 | 11/15/2019 | No |