{"total":1,"items":[{"citing_arxiv_id":"2608.07078","ref_index":2,"ref_count":1,"confidence":0.88,"is_internal_anchor":false,"paper_title":"Scalable High-Fidelity Macromolecular Docking for GPU-Accelerated Supercomputers","primary_cat":"cs.DC","submitted_at":"2026-08-07T10:29:20+00:00","verdict":"CONDITIONAL","verdict_confidence":"HIGH","novelty_score":6.0,"formal_verification":"none","one_line_summary":"SparkleDock accelerates LightDock's glowworm-swarm flexible docking by rewriting energy scoring as tensor-core matrix operations, achieving 9.7x to 18.9x single-GPU speedups and strong scaling to 512 GPUs.","context_count":1,"top_context_role":"background","top_context_polarity":"unclear","context_text":"Available: https://doi.org/10.1093/bfgp/els036 [2] U. Stelzl, U. Worm, M. Lalowski, C. Haenig, F. H. Brembeck, H. Goehler, M. Stroedicke, M. Zenkner, A. Schoenherr, S. Koeppen et al., \"A human protein-protein interaction network: a resource for annotating the proteome,\"Cell, vol. 122, no. 6, pp. 957-968, 2005. [Online]. Available: https://doi.org/10.1016/j.cell.2005.08.029 [3] J. Wang, X. Wang, Y . Chu, C. Li, X. Li, X. Meng, Y . Fang, K. T. No, J. Mao, and X. Zeng, \"Exploring the conformational ensembles of protein-protein complex with transformer-based generative model,\" Journal of Chemical Theory and Computation, 2024. [Online]. Available: https://doi.org/10.1021/acs.jctc.4c00255 [4] K. P. Kilambi and J. J. Gray, \"Structure-based cross-docking analysis of"}],"limit":50,"offset":0}