Publications

Taos Transue, Bohan Chen, So Takao, Bao Wang (2025). Flow Matching for Efficient and Scalable Data Assimilation. arXiv.
Cite DOI ArXiv PDF Code
Eviatar Bach, Ricardo Baptista, Edoardo Calvello, Bohan Chen, Andrew Stuart (2025). Learning Enhanced Ensemble Filters. arXiv.
Cite DOI arXiv DOI
Jason Brown, Bohan Chen, Harris Hardiman-Mostow, Jeff Calder, Andrea L. Bertozzi (2024). GLL: A Differentiable Graph Learning Layer for Neural Networks. arXiv.
Cite DOI arXiv abstract DOI
Kurt Solander, Jonathon P. Schwenk, Jemma Stachelek, Evan Thaler, Lawrence M. Vulis, Bohan Chen, Charles Abolt, Lauren Thomas, Eve I. Gasarch, Joel C. Rowland, Adam Collins, Maggie Farley, Travis Pitts (2024). The CommUnity near-Surface Permafrost (CUSP) dataset a global compilation of permafrost observations and related properties to support AI/ML model development. AGU Fall Meeting Abstracts.
Cite ADS
James Chapman, Xinyi Leng, Jason Liang, Jack Mauro, Xu Wang, Andrea L. Bertozzi, Junyuan Lin, Bohan Chen, Chenchen Ye, Temple Daniel, P. Jeffrey Brantingham (2024). Narrative Analysis of True Crime Podcasts With Knowledge Graph-Augmented Large Language Models. Proceedings of ACM Conference (GTA3 Workshop at the 33rd ACM International Conference on Information and Knowledge Management, 2024).
Cite URL PDF
Bohan Chen, Kevin Miller, Andrea L. Bertozzi, Jon Schwenk (2024). CGAP: A Hybrid Contrastive and Graph-based Active Learning Pipeline to Detect Water and Sediment in Multispectral Images.
Cite URL
Bohan Chen, Kevin Miller, Andrea L. Bertozzi, Jon Schwenk (2024). Batch Active Learning for Multispectral and Hyperspectral Image Segmentation Using Similarity Graphs. Communications on Applied Mathematics and Computation.
Cite DOI URL
Bohan Chen, Andrea L. Bertozzi (2023). AutoKG: Efficient Automated Knowledge Graph Generation for Language Models. 2023 IEEE International Conference on Big Data (BigData).
Cite DOI URL
Jason Brown, Bohan Chen, Harris Hardiman-Mostow, Adrien Weihs, Andrea L. Bertozzi, Jocelyn Chanussot (2023). Material Identification in Complex Environments: Neural Network Approaches to Hyperspectral Image Analysis. 2023 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS).
Cite DOI URL
Bohan Chen, Yifei Lou, Andrea L. Bertozzi, Jocelyn Chanussot (2023). Graph-Based Active Learning for Nearly Blind Hyperspectral Unmixing. IEEE Transactions on Geoscience and Remote Sensing.
Cite DOI URL