AI-HPC-Research-Team/AIPerf

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MIT License
Created about 4 years ago
Updated about 2 years ago

AI-HPC-Research-Team/AIPerf

AI-HPC-Research-Team

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Automated machine learning as an AI-HPC benchmark

GIT-Mol

A Multi-modal Large Language Model for Molecular Science with Graph, Image, and Text

GW_PE_prior_sampling

Prior Sampling for high dimension data with domain knowledge.

LIGO_noise_suppression

deep neural network based workflow for noise suppression and signal recovery of real-world LIGO observational data

SLM4CRP

A Self-feedback Knowledge Elicitation Approach for Chemical Reaction Predictions

Jupyter Notebook

Space_signal_detection_all4

Gravitational wave data denoising and signal detection for space-based detections

SLM4Mol

A quantitative benchmark and analysis of molecular large language models.

Jupyter Notebook

GW_parameter_estimation

Parameter estimation for gravitational-wave events with deep learning

GW_denoising

Denoising of low SNR gravitational-wave data

Jupyter Notebook

TCM_knowledge_graph

A large knowledge graph as a foundation model for traditional chinese medicine analysis.

TCM_prescription_generation

Deep graph neural network based method for Traditional Chinese Medicine prescription generation

AstroHub

An AI hub for astronomy and astrophysics

Gravitational_wave_data_2D_analysis

Gravitational wave data analysis and signal detection (in time-frequence images) with 2D AI model

3D-Mol

A Novel Contrastive Learning Framework for Molecular Property Prediction with 3D Information