APRIL 11, 2025 Journal Article NeuroSEM: A hybrid framework for simulating multiphysics problems by coupling PINNs and spectral elements ( Read More )
APRIL 4, 2025 Conference Paper Isolating Signatures of Cyberattacks under Stressed Grid Conditions ( Read More )
APRIL 4, 2025 Conference Paper Accelerating GNNs on GPU Sparse Tensor Cores through N:M Sparsity-Oriented Graph Reordering ( Read More )
APRIL 4, 2025 Journal Article Meeting Global Health Needs via Infectious Disease Forecasting: Development of a Reliable Data-Driven Framework ( Read More )
APRIL 4, 2025 Conference Paper ATTNChecker: Highly-Optimized Fault Tolerant Attention for Large Language Model Training ( Read More )
APRIL 3, 2025 Conference Paper Unlocking Scholarly Insights: Leveraging Machine Learning Approaches for Citation Analysis and Intent Classification ( Read More )
APRIL 3, 2025 Book Chapter Physics-informed Deep Reinforcement Learning-based Control in Power systems ( Read More )
APRIL 3, 2025 Journal Article Machine-learning-enabled on-the-fly analysis of RHEED patterns during thin film deposition by molecular beam epitaxy ( Read More )
APRIL 3, 2025 Conference Paper ChemComp: A Compilation Framework for Computing with Chemical Reaction Networks ( Read More )
APRIL 3, 2025 Conference Paper Nature-GL: A Revolutionary Learning Paradigm Unleashing Nature’s Power in Real-World Spatial-Temporal Graph Learning ( Read More )
APRIL 3, 2025 Conference Paper Benchmarking Optimizers for Qumode State Preparation with Variational Quantum Algorithms ( Read More )
MARCH 28, 2025 Conference Paper FTTN: Feature-Targeted Testing for Numerical Properties of NVIDIA & AMD Matrix Accelerators ( Read More )
MARCH 26, 2025 Conference Paper Online Detection of Power Grid Anomalies via Federated Learning ( 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 Introducing Molecular Hypernetworks for Discovery in Multidimensional Metabolomics Data ( Read More )
MARCH 6, 2025 Journal Article Electronic structure simulations in the cloud computing environment ( 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 Conference Paper Privacy-Preserving Artificial Intelligence on Edge Devices: A Homomorphic Encryption Approach ( Read More )