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Nature Computational Science|May 28, 2026
FLOWR: flow matching for structure-aware de novo, interaction- and fragment-based ligand generationJulian Cremer, Ross Irwin, Alessandro Tibo, et al.Nature Computational Science|April 28, 2026
NOEM: efficient and scalable finite element method enabled by reusable neural operatorsWeihang Ouyang, Yeonjong Shin, Si-Wei Liu, et al.Nature Computational Science|May 15, 2026
HESpotEx: a dual-stream deep learning framework for spot-level gene expression prediction from histological imagesWang Yin, Qin Peng, Fanyi Meng, et al.Nature Computational Science|April 23, 2026
Sustainability as a challenge in complex systems dynamicsMehrnaz Anvari, Marc TimmeNature Computational Science|July 30, 2026
SpatialFormer: universal spatial representation learning from subcellular molecular to multicellular landscapesJun Wang, Yuanhua Huang, Ole WintherNature Computational Science|July 31, 2026
Continual integration of single-cell multimodal data with MIRACLEJiahao Zhou, Jing Wang, Shuofeng Hu, et al.Nature Computational Science|October 1, 2026
Modulatability of complex oscillatorsYutong Cai, Zhaoyue Zhong, Zefeng Zhang, et al.Nature Computational Science|October 5, 2026
CellART: a unified framework for extracting single-cell information from high-resolution spatial transcriptomicsYuheng Chen, Yuyao Liu, Zhiwei Wang, et al.Nature Computational Science|October 5, 2026
Photonic neuromorphic learning via generalized in situ physical gradient descentTiankuang Zhou, Yun Zhao, Shanglong Li, et al.Pageof 46