APRIL 3, 2024 Report Domain Aware Deep-learning Algorithms Integrated with Scientific-computing Technologies (DADAIST) ( Read More )
APRIL 2, 2024 Journal Article Fine-tuning TrailMap: The utility of transfer learning to improve the performance of deep learning in axon segmentation of light-sheet microscopy images ( Read More )
MARCH 28, 2024 Conference Paper AutoReP: Automatic ReLU Replacement for Fast Private Network Inference ( Read More )
MARCH 15, 2024 Journal Article Feature-adjacent multi-fidelity physics-informed machine learning for partial differential equations ( Read More )
MARCH 14, 2024 Conference Paper Scaling Optimal Allocation of Cloud Resources Using Lagrange Relaxation ( Read More )
MARCH 14, 2024 Journal Article Evaluation of longitudinal double-spin asymmetry measurements in semi-inclusive deep-inelastic scattering from the proton for the ECCE detector design ( Read More )
MARCH 14, 2024 Conference Paper AMRIC: A Novel In Situ Lossy Compression Framework for Efficient I/O in Adaptive Mesh Refinement Applications ( Read More )
FEBRUARY 24, 2024 Journal Article Detector requirements and simulation results for the EIC exclusive, diffractive and tagging physics program using the ECCE detector concept ( Read More )
FEBRUARY 23, 2024 Conference Paper Developing a Disaster-Ready Power Grid Agent Through Geophysically-Informed Fault Event Scenarios ( Read More )
FEBRUARY 22, 2024 Journal Article Physics-constrained graph modeling for building thermal dynamics ( Read More )
FEBRUARY 17, 2024 Journal Article A new method for predicting hurricane rapid intensification based on co-occurring environmental parameters ( Read More )
FEBRUARY 17, 2024 Conference Paper Comparing Mapper Graphs of Artificial Neuron Activations ( Read More )
FEBRUARY 16, 2024 Conference Paper Implementing and Benchmarking the Locally Competitive Algorithm on the Loihi 2 Neuromorphic Processor ( Read More )
FEBRUARY 15, 2024 Conference Paper Making Corgis Important for Honeycomb Classification: Adversarial Attacks on Concept-based Explainability Tools ( Read More )
FEBRUARY 15, 2024 Conference Paper A Task Based Approach for Co-Scheduling Ensemble Workloads on Heterogeneous Nodes ( Read More )
FEBRUARY 15, 2024 Journal Article Machine learning methods for particle stress development in suspension Poiseuille flows ( Read More )
FEBRUARY 15, 2024 Journal Article Seasonal drivers of dissolved oxygen across a tidal creek–marsh interface revealed by machine learning ( Read More )
FEBRUARY 15, 2024 Journal Article Physics-informed machine learning of the correlation functions in bulk fluids ( Read More )
FEBRUARY 15, 2024 Conference Paper Cloud Services Enable Efficient AI-Guided Simulation Workflows across Heterogeneous Resources ( Read More )
FEBRUARY 15, 2024 Conference Paper ML-CGRA: An Integrated Compilation Framework to Enable Efficient Machine Learning Acceleration on CGRAs ( Read More )