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Prasanna Balaprakash — most-cited papers & profile · Large Language Models
← authors
·
overview
Prasanna Balaprakash
20
papers ·
63
citations ·
32
h-index
Argonne National Laboratory · Oak Ridge National Laboratory · Department of Primary Industries and Regional Development · Public Risk Management Association
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Most-cited papers
Reinforcement-Learning-Based Variational Quantum Circuits Optimization for Combinatorial Problems
2019 · 11 citations
Explainable Graph Pyramid Autoformer for Long-Term Traffic Forecasting
2022 · 8 citations
DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies
2023 · 8 citations
Deep-Ensemble-Based Uncertainty Quantification in Spatiotemporal Graph Neural Networks for Traffic Forecasting
2022 · 6 citations
Graph Neural Network Architecture Search for Molecular Property Prediction
2020 · 5 citations
Comparing Llama-2 and GPT-3 LLMs for HPC kernels generation
2023 · 5 citations
Physics-Informed Heterogeneous Graph Neural Networks for DC Blocker Placement
2024 · 5 citations
How does ion temperature gradient turbulence depend on magnetic geometry? Insights from data and machine learning
2025 · 4 citations
Dynamic Graph Neural Network for Traffic Forecasting in Wide Area Networks
2020 · 3 citations
Site-specific graph neural network for predicting protonation energy of oxygenate molecules
2020 · 2 citations
The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science
2025 · 1 citations
Scalable Training of Trustworthy and Energy-Efficient Predictive Graph Foundation Models for Atomistic Materials Modeling: A Case Study with HydraGNN
2024 · 1 citations
Transfer Learning with Graph Neural Networks for Short-Term Highway Traffic Forecasting
2020 · 1 citations
Multi-fidelity reinforcement learning framework for shape optimization
2022 · 1 citations
Uncertainty Quantification for Molecular Property Predictions with Graph Neural Architecture Search
2023 · 1 citations
Topics
Physics ML
Chemistry
Materials
Drug Discovery
Uncategorized
Protein Science
cs.LG
Value-Based
Multi-Agent
Model-Based RL