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 22, 2023 Journal Article Exploring Parameter Redundancy in the Unitary Coupled-Cluster Ansatze for Hybrid Variational Quantum Computing ( Read More )
MAY 27, 2023 Conference Paper Attention-based Aspect Reasoning for Knowledge Base Question Answering on Clinical Notes ( Read More )
MAY 26, 2023 Journal Article A Bayesian Approach for Characterizing and Mitigating Gate and Measurement Errors ( 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 21, 2023 Conference Paper A Pulse Generation Framework with Augmented Program-aware Basis Gates and Criticality Analysis ( Read More )
APRIL 12, 2023 Journal Article QASMBench: A Low-Level Quantum Benchmark Suite for NISQ Evaluation and Simulation ( Read More )
APRIL 11, 2023 Journal Article Influence of Surface and Intermolecular Interactions on the Properties of Supported Polyoxometalates ( 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 Journal Article Machine Learning Models for Predicting Molecular UV-Vis Spectra with Quantum Mechanical Properties ( Read More )
MARCH 29, 2023 Conference Paper VWC-BERT: Scaling Vulnerability–Weakness–Exploit Mapping on Modern AI Accelerators ( Read More )
MARCH 23, 2023 Journal Article MZA: a data conversion tool to facilitate software development and artificial intelligence research in multidimensional mass spectrometry ( Read More )
MARCH 22, 2023 Journal Article Codesign for Extreme Heterogeneity: Integrating Custom Hardware with Commodity Computing Technology to Support Next-Generation HPC Converged Workloads ( Read More )
MARCH 22, 2023 Journal Article Parameters, Properties, and Process: Conditional Neural Generation of Realistic SEM Imagery Towards ML-assisted Advanced Manufacturing ( Read More )
MARCH 1, 2023 Journal Article Artificial intelligence for materials research at extremes ( Read More )
FEBRUARY 28, 2023 Journal Article POWER QUALITY DISTURBANCES DIAGNOSIS: A 2D DENSELY CONNECTED CONVOLUTIONAL NETWORK FRAMEWORK ( Read More )