@misc{indiciae0fa829dd7f43, title = {X-Cell: Scaling Causal Perturbation Prediction Across Diverse Cellular Contexts via Diffusion Language Models}, author = {Wang, C. and Karimzadeh, M. and Ravindra, N. G. and Bounds, L. R. and Alerasool, N. and Huang, A. C. and Ma, S. and Gulbranson, D. R. and Cui, H. and Lee, Y. and Arjavalingam, A. and MacKrell, E. J. and Wilken, M. S. and Chen, J. and Herken, B. W. and Weber, J. A. and Onesto, M. M. and Gonzalez-Teran, B. and Leung, N. F. and Shi, S. Y. and Smith, B. J. and Lam, S. K. and Barner, A. and Wright, P. and Rumsey, E. M. and Kim, S. and Sit, R. V. and Litterman, A. J. and Chu, C. and Wang, B.}, year = {2026}, doi = {10.64898/2026.03.18.712807}, url = {https://www.biorxiv.org/content/10.64898/2026.03.18.712807v1}, note = {Source identifier: 10.64898/2026.03.18.712807} }