Topic: ai4science Goto Github
Some thing interesting about ai4science
Some thing interesting about ai4science
ai4science,List of Geometric GNNs for 3D atomic systems
User: alexduvalinho
ai4science,Geom3D: Geometric Modeling on 3D Structures, NeurIPS 2023
User: chao1224
Home Page: https://openreview.net/forum?id=ygXSNrIU1p
ai4science,What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks
Organization: chemfoundationmodels
Home Page: https://arxiv.org/abs/2305.18365
ai4science,A web app and Python API for multi-modal RAG framework to ground LLMs on high-fidelity materials informatics. An agentic materials scientist powered by @materialsproject, @langchain-ai, and @openai
User: chiang-yuan
Home Page: http://ingress.llamp.development.svc.spin.nersc.org/about
ai4science,Variational Autoencoder (VAE)-based molecular SMILES string generator
User: daoyuanli2816
ai4science,Code and datasets for paper "K2: A Foundation Language Model for Geoscience Knowledge Understanding and Utilization" in WSDM-2024
User: davendw49
ai4science,This is the official repo for the paper "LLM-SR" on Scientific Equation Discovery and Symbolic Regression with LLMs
Organization: deep-symbolic-mathematics
ai4science,[ICLR 2024 Spotlight] This is the official code for the paper "SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-training"
Organization: deep-symbolic-mathematics
Home Page: https://openreview.net/forum?id=KZSEgJGPxu
ai4science,[ICLR 2024 Spotlight] SNIP on Symbolic Regression: Deep Symbolic Regression with Multimodal Pretraining
Organization: deep-symbolic-mathematics
ai4science,[NeurIPS 2023] This is the official code for the paper "TPSR: Transformer-based Planning for Symbolic Regression"
Organization: deep-symbolic-mathematics
Home Page: https://openreview.net/forum?id=0rVXQEeFEL
ai4science,webserver
User: dzjxzyd
Home Page: https://nepc2pvmzy.us-east-1.awsapprunner.com/
ai4science,[KDD 2024] Papers about deep learning in epidemic modeling.
Organization: emory-melody
Home Page: https://arxiv.org/abs/2403.19852
ai4science,Predicting mutational effects on protein-protein binding via a side-chain diffusion probabilistic model (NeurIPS 2023 Poster)
User: eurekazhu
ai4science,Este proyecto es una aplicación web que utiliza la API de OpenAI para generar automáticamente presentaciones educativas. La aplicación permite a los usuarios ingresar información sobre el tema de la clase, la duración, el nivel educativo y las palabras clave relevantes.
User: federicoviola
ai4science,Uncover meaningful structures of latent spaces learned by generative models with flows!
User: garywei944
ai4science,[ICML'24 Oral] LSH-Based Efficient Point Transformer (HEPT)
Organization: graph-com
Home Page: https://arxiv.org/abs/2402.12535
ai4science,The official implementation of LinkerNet: Fragment Poses and Linker Co-Design with 3D Equivariant Diffusion (NeurIPS 2023 Spotlight)
User: guanjq
ai4science,MAGIC: Microlensing Analysis Guided by Intelligent Computation. A PyTorch framework for automatic analysis of realistic microlensing light curves.
User: haimengzhao
ai4science,[NeurIPS 2022] The implementation for the paper "Equivariant Graph Hierarchy-Based Neural Networks".
User: hanjq17
Home Page: https://openreview.net/pdf?id=ywxtmG1nU_6
ai4science,[ICLR 2022] The implementation for the paper "Equivariant Graph Mechanics Networks with Constraints".
User: hanjq17
Home Page: https://arxiv.org/pdf/2203.06442.pdf
ai4science,AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)
User: haozhg
Home Page: https://github.com/haozhg/osysid
ai4science,AI4Science: Efficient data-driven Online Model Learning (OML) / system identification and control
User: haozhg
Home Page: https://github.com/haozhg/oml
ai4science,A curated list of awesome AI and Bioinformatics.
User: hongxinxiang
ai4science,ImageMol is a molecular image-based pre-training deep learning framework for computational drug discovery.
User: hongxinxiang
ai4science,The official code for "Deep peak property learning for efficient chiral molecules ECD spectra prediction"
User: howardli1984
ai4science,[AAAI 2023] The implementation for the paper "Energy-Motivated Equivariant Pretraining for 3D Molecular Graphs"
User: jiaor17
Home Page: https://arxiv.org/abs/2207.08824
ai4science,Synthetic lethality (SL) is a promising gold mine for the discovery of anti-cancer drug targets. KG4SL is the first graph neural network (GNN)-based model that uses knowledge graph for SL prediction.
User: jiezheng-shanghaitech
ai4science,🏆 A ranked list of awesome atomistic machine learning projects ⚛️🧬💎.
Organization: judftteam
ai4science,「機械学習による分子最適化」のサポートページ
User: kanojikajino
ai4science,This repo implements many methods to retrieve molecules that are similar to a target molecule from a large molecule corpus.
User: linhaowei1
ai4science,Graphormer is a general-purpose deep learning backbone for molecular modeling.
Organization: microsoft
ai4science,A one-stop, open-source, high-quality data extraction tool, supports PDF/webpage/e-book extraction.一站式开源高质量数据提取工具,支持PDF/网页/多格式电子书提取。
Organization: opendatalab
Home Page: https://opendatalab.com/OpenSourceTools
ai4science,[ICLR'24] "DeepZero: Scaling up Zeroth-Order Optimization for Deep Model Training" by Aochuan Chen*, Yimeng Zhang*, Jinghan Jia, James Diffenderfer, Jiancheng Liu, Konstantinos Parasyris, Yihua Zhang, Zheng Zhang, Bhavya Kailkhura, Sijia Liu
Organization: optml-group
ai4science,Official code repo for the paper "LlaSMol: Advancing Large Language Models for Chemistry with a Large-Scale, Comprehensive, High-Quality Instruction Tuning Dataset"
Organization: osu-nlp-group
Home Page: https://osu-nlp-group.github.io/LLM4Chem/
ai4science,PaddleScience is SDK and library for developing AI-driven scientific computing applications based on PaddlePaddle.
Organization: paddlepaddle
Home Page: http://paddlescience-docs.rtfd.io/
ai4science,Recent advancements propelled by large language models (LLMs), encompassing an array of domains including Vision, Audio, Agent, Robotics, Fundamental Sciences such as Mathematics, and Ominous.
User: patrick-tssn
ai4science,MolDiff: Addressing the Atom-Bond Inconsistency Problem in 3D Molecule Diffusion Generation
User: pengxingang
ai4science,The official code for "TaxDiff: Taxonomic-Guided Diffusion Model for Protein Sequence Generation"
Organization: pku-yuangroup
ai4science,PyTorch Implementation of CLEAN-Contact: Contrastive Learning-enabled Enzyme Functional Annotation Prediction with Structural Inference
Organization: pnnl-compbio
Home Page: https://www.biorxiv.org/content/10.1101/2024.05.14.594148.abstract
ai4science,Topic Modelling research in the Digital Circular Electrochemical Economy (DCEE) Project
User: rqcker
Home Page: https://arxiv.org/abs/2405.10452
ai4science,A comprehesive survey about foundation models for weather and cliamte data understanding.
User: shengchaochen82
ai4science,Sunwoda Electronic Co., Ltd, and Tsinghua Berkeley Shenzhen Institute (TBSI) generate the TBSI Sunwoda Battery Dataset. We open-source this dataset to inspire more data-driven novel material verification, battery management research and applications.
User: terencetaothucb
ai4science,GPT (Generative Pre-trained Transformer) for de novo molecular design by enforcing specified targets
User: vv123
ai4science,CNN- & RNN- based physical field prediction
User: yangyunjia
ai4science,A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery
User: yuzhimanhua
Home Page: https://arxiv.org/abs/2406.10833
ai4science,Quasar Factor Analysis – An Unsupervised and Probabilistic Quasar Continuum Prediction Algorithm with Latent Factor Analysis
User: zechangsun
Home Page: https://arxiv.org/abs/2211.11784
ai4science,ChatCell: Facilitating Single-Cell Analysis with Natural Language
Organization: zjunlp
ai4science,Must-read papers on NLP for science.
Organization: zjunlp
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