All Publications


  • Constructing Structure-Property Maps using High-Throughput Experiments and Machine Learning ADVANCED FUNCTIONAL MATERIALS Wu, H., Lin, S., Zhou, Y., Yang, M., Pan, H., Yao, C., Blanchet, J., Suo, Z., Lu, T. 2026
  • Distributionally Robust Optimization and Robust Statistics STATISTICAL SCIENCE Blanchet, J., Li, J., Lin, S., Zhang, X. 2025; 40 (3): 351-377

    View details for DOI 10.1214/24-STS955

    View details for Web of Science ID 001611349100002

  • Tightening Causal Bounds via Covariate-Aware Optimal Transport Lin, S., Gao, Z., Blanchet, J., Glynn, P. edited by Singh, A., Fazel, M., Hsu, D., Lacoste-Julien, S., Berkenkamp, F., Maharaj, T., Wagstaff, K., Zhu, J. JMLR-JOURNAL MACHINE LEARNING RESEARCH. 2025: 37815-37845
  • Is a high-throughput experimental dataset large enough to accurately estimate a statistic? JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS Zhou, Y., Lin, S., Zhang, X., Wu, H., Blanchet, J., Suo, Z., Lu, T. 2024; 183
  • GENERATIVE LEARNING FOR SIMULATION OF VEHICLE FAULTS Kuiper, P., Lin, S., Blanchet, J., Tarokh, V., IEEE IEEE. 2024: 2106-2117