APRIL 3, 2025 Conference Paper Unlocking Scholarly Insights: Leveraging Machine Learning Approaches for Citation Analysis and Intent Classification ( Read More )
APRIL 3, 2025 Conference Paper Benchmarking Optimizers for Qumode State Preparation with Variational Quantum Algorithms ( Read More )
APRIL 2, 2025 Journal Article WRF-ELM v1.0: a regional climate model to study land-atmosphere interactions over heterogeneous land use regions ( Read More )
APRIL 1, 2025 Journal Article Marine aerosol generation experiments in the High Arctic during summertime ( Read More )
MARCH 26, 2025 Conference Paper Online Detection of Power Grid Anomalies via Federated Learning ( Read More )
MARCH 21, 2025 Journal Article Simulating droplet-resolved haze and cloud chemistry forming secondary organic aerosols in turbulent conditions within laboratory and cloud parcels ( Read More )
MARCH 14, 2025 Journal Article Computational Tools and Data Integration to Accelerate Vaccine Development: Challenges, Opportunities, and Future Directions ( Read More )
MARCH 7, 2025 Journal Article Resilient Control of Networked Microgrids using Vertical Federated Reinforcement Learning: Designs and Real-Time Test-Bed Validations ( Read More )
MARCH 7, 2025 Journal Article Biomass burning emission analysis based on MODIS aerosol optical depth and AeroCom multi-model simulations: implications for model constraints and emission inventories ( Read More )
MARCH 6, 2025 Journal Article Tackling the Curse of Dimensionality in Fractional and Tempered Fractional PDEs with Physics-Informed Neural Networks ( Read More )
MARCH 5, 2025 Journal Article Direct Experimental Constraints on the Spatial Extent of a Neutrino Wavepacket ( Read More )
MARCH 5, 2025 Conference Paper Privacy-Preserving Artificial Intelligence on Edge Devices: A Homomorphic Encryption Approach ( Read More )
FEBRUARY 27, 2025 Journal Article Explainable Deep Learning for Insights in El Nino and River Flows ( Read More )
FEBRUARY 20, 2025 Journal Article Coupling flux balance analysis with reactive transport modeling through machine learning for rapid and stable simulation of microbial metabolic switching ( Read More )
FEBRUARY 11, 2025 Journal Article Analyzing Inference Workloads for Spatiotemporal Modeling ( Read More )
FEBRUARY 11, 2025 Journal Article Improving Microstructures Segmentation via Pretraining with Synthetic Data ( Read More )
FEBRUARY 5, 2025 Journal Article Neural Lumped Parameter Differential Equations with Application in Friction-Stir Processing ( Read More )
JANUARY 30, 2025 Journal Article Stacked networks improve physics-informed training: applications to neural networks and deep operator networks ( Read More )
JANUARY 30, 2025 Journal Article SAM-I-Am: Semantic Boosting for Zero-shot Atomic-Scale Electron Micrograph Segmentation ( Read More )