JULY 7, 2023 Conference Paper Domain-aware Control-oriented Neural Models for Autonomous Underwater Vehicles ( Read More )
JULY 7, 2023 Journal Article Enabling Site-Specific Well Leakage Risk Estimation During Geologic Carbon Sequestration Using a Modular Deep-Learning-Based Wellbore Leakage Model ( Read More )
JULY 7, 2023 Journal Article Preventative studies should begin now for detecting AI-generated microscopy images ( Read More )
JULY 7, 2023 Conference Paper Software-Hardware Co-design of Heterogeneous SmartNIC System for Recommendation Models Inference and Training ( Read More )
JULY 5, 2023 Report Machine learning approaches to streamline and enhance the analysis of multiscale imaging data for bioaerosol and soil particles ( Read More )
JUNE 30, 2023 Journal Article A Multifidelity Deep Operator Network Approach to Closure for Multiscale Systems ( Read More )
JUNE 28, 2023 Journal Article CoolPINNs: A Physics-informed Neural Network Modeling of Active Cooling in Vascular Systems ( Read More )
JUNE 14, 2023 Report Deep Learning At Depth: Estimating subsurface parameters from geophysical monitoring data. ( Read More )
JUNE 14, 2023 Report DeepCare: Improving Patient Care using Deep Learning on Electronic Health Records ( Read More )
MAY 27, 2023 Conference Paper Attention-based Aspect Reasoning for Knowledge Base Question Answering on Clinical Notes ( Read More )
MAY 23, 2023 Journal Article Emulating Aerosol Optics with Randomly Generated Neural Networks ( Read More )
MAY 12, 2023 Journal Article PeakDecoder enables machine learning-based metabolite annotation and accurate profiling in multidimensional mass spectrometry measurements ( Read More )
APRIL 11, 2023 Journal Article Accelerating Matrix-Centric Graph Processing on GPUs through Bit-Level Optimizations ( Read More )
APRIL 11, 2023 Conference Paper H-GCN: A Graph Convolutional Network Accelerator on Versal ACAP Architecture ( Read More )
APRIL 5, 2023 Journal Article Physics informed deep neural network embedded in a chemical transport model for the Amazon rainforest ( Read More )
APRIL 1, 2023 Conference Paper Impact-Driven Sampling Strategies for Hybrid Attack Graphs ( Read More )