Hanchen Wang

1. Scientific discovery in the age of artificial intelligence
   2023/08/02 by Hanchen Wang, Tianfan Fu, Yuanqi Du +32 · 91 citations
   Biochemistry, Genetics and Molecular Biology · Materials Science · #Cell Image Analysis Techniques #Genetics, Bioinformatics, and Biomedical Research #Machine Learning in Materials Science
2. Pre-training Molecular Graph Representation with 3D Geometry
   2021/10/07 by Shengchao Liu, Hanchen Wang, Liu, Shengchao +9 · 25 citations
   Computer Science · Materials Science · #Advanced Graph Neural Networks #Computational Drug Discovery Methods #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning in Materials Science #Quantitative Methods (q-bio.QM) #electronic engineering #information engineering
3. Fine-Tuning Discrete Diffusion Models via Reward Optimization with Applications to DNA and Protein Design
   2024/10/17 by Chenyu Wang, Masatoshi Uehara, Wang, Chenyu +17 · 15 citations
   Biochemistry, Genetics and Molecular Biology · #DNA and Nucleic Acid Chemistry
4. Solving Seismic Wave Equations on Variable Velocity Models with Fourier Neural Operator
   2022/09/25 by Bian Li, Hanchen Wang, Li, Bian +6 · 6 citations
   Earth and Planetary Sciences · Engineering · #68T07 (Primary) 86-08 (Secondary) #Drilling and Well Engineering #FOS: Computer and information sciences #FOS: Physical sciences #Geophysics (physics.geo-ph) #Machine Learning (cs.LG) #Seismic Imaging and Inversion Techniques #Seismic Waves and Analysis
5. OpenFWI: Large-Scale Multi-Structural Benchmark Datasets for Seismic Full Waveform Inversion
   2021/11/04 by Chengyuan Deng, Shihang Feng, Deng, Chengyuan +15 · 5 citations
   Computer Science · Earth and Planetary Sciences · #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Seismic Imaging and Inversion Techniques #Seismic Waves and Analysis #Seismology and Earthquake Studies #Signal Processing (eess.SP) #electronic engineering #information engineering
6. Evaluating Self-Supervised Learning for Molecular Graph Embeddings
   2022/06/16 by Hanchen Wang, Wang, Hanchen, Jean Kaddour +9 · 4 citations
   Computer Science · Materials Science · #Computational Drug Discovery Methods #Machine Learning in Materials Science #Advanced Graph Neural Networks
7. Reinforcement Learning Based Query Vertex Ordering Model for Subgraph Matching
   2022/01/25 by Hanchen Wang, Ying Zhang, Wang, Hanchen +9 · 2 citations
   Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Network Packet Processing and Optimization
8. Biomni: A General-Purpose Biomedical AI Agent
   2025/06/02 by Kexin Huang, Serena Zhang, Hanchen Wang +20 · 2 voices · 10 citations
   Biochemistry, Genetics and Molecular Biology · Materials Science · #Bioinformatics and Genomic Networks #Machine Learning in Materials Science #Genetics, Bioinformatics, and Biomedical Research
9. STG-Mamba: Spatial-Temporal Graph Learning via Selective State Space Model
   2024/03/19 by Lincan Li, Hanchen Wang, Li, Lincan +5 · 2 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
10. Persistent nodal magnon-photon polariton in ferromagnetic heterostructures
    2024/07/31 by Zhuolun Qiu, X. Zhou, Qiu, Zhuolun +7 · 1 citation
    Physics and Astronomy · Engineering · #Mechanical and Optical Resonators #Photonic and Optical Devices #Strong Light-Matter Interactions