Miller PASTA Lab

Stellar evolution, explosive transients & variable stars — powered by AI and time-domain astronomy.

Publications

    1. Li, W., Chen, H.Y., Lin, Q., Rehemtulla, N., Shah, V.G., Wu, D., Miller, A.A., Liu, H. (2025). StarEmbed: Benchmarking Time Series Foundation Models on Astronomical Observations of Variable Stars. arXiv e-prints, arXiv:2510.06200. doi:10.48550/arXiv.2510.06200
    2. Schulze, S., Gal-Yam, A., Dessart, L., Miller, A.A., Woosley, S.E., Yang, Y., Bulla, M., Yaron, O., Sollerman, J., Filippenko, A.V., et al. (2025). Extremely stripped supernova reveals a silicon and sulfur formation site. Nature 644 (8077), 634-639. doi:10.1038/s41586-025-09375-3
    3. Liu, C., Miller, A.A. (2025). HostSub_GP: Precise Galaxy Background Subtraction in Transient Spectroscopy with Gaussian Processes. arXiv e-prints, arXiv:2508.15278. doi:10.48550/arXiv.2508.15278
    4. Rehemtulla, N., Jacobson-Galán, W., Singh, A., Miller, A.A., Kilpatrick, C.D., Hinds, K.R., Liu, C., Schulze, S., Sollerman, J., Jegou du Laz, T., et al. (2025). The BTSbot-nearby Discovery of SN 2024jlf: Rapid, Autonomous Follow-up Probes Interaction in an 18.5 Mpc Type IIP Supernova. ApJ 985 (2), 241. doi:10.3847/1538-4357/adcf1e
    5. Liu, C., Miller, A.A., Bloom, J.S., Knop, R.A., Nugent, P.E. (2025). A Morphological Model to Separate Resolved–Unresolved Sources in the DESI Legacy Surveys: Application in the LS4 Alert Stream. PASP 137 (8), 084501. doi:10.1088/1538-3873/adf7db
    6. Miller, A.A., Abrams, N.S., Aldering, G., Anand, S., Angus, C.R., Arcavi, I., Baltay, C., Bauer, F.E., Brethauer, D., Bloom, J.S., et al. (2025). The La Silla Schmidt Southern Survey. PASP 137 (9), 094204. doi:10.1088/1538-3873/ae02c5
    7. Kwok, L.A., Singh, M., Jha, S.W., Blondin, S., Dastidar, R., Larison, C., Miller, A.A., Andrews, J.E., Andrews, M., Anupama, G., et al. (2025). JWST and Ground-based Observations of the Type Iax Supernovae SN 2024pxl and SN 2024vjm: Evidence for Weak Deflagration Explosions. ApJL 989 (2), L33. doi:10.3847/2041-8213/adf062
    8. Liu, C., Miller, A.A., Bloom, J.S., Knop, R.A., Nugent, P.E. (2025). A Morphological Model to Separate Resolved–Unresolved Sources in the DESI Legacy Surveys: Application in the LS4 Alert Stream. PASP 137 (8), 084501. doi:10.1088/1538-3873/adf7db
    9. Miller, A.A., Abrams, N.S., Aldering, G., Anand, S., Angus, C.R., Arcavi, I., Baltay, C., Bauer, F.E., Brethauer, D., Bloom, J.S., et al. (2025). The La Silla Schmidt Southern Survey. PASP 137 (9), 094204. doi:10.1088/1538-3873/ae02c5
    10. Kwok, L.A., Singh, M., Jha, S.W., Blondin, S., Dastidar, R., Larison, C., Miller, A.A., Andrews, J.E., Andrews, M., Anupama, G., et al. (2025). JWST and Ground-based Observations of the Type Iax Supernovae SN 2024pxl and SN 2024vjm: Evidence for Weak Deflagration Explosions. ApJL 989 (2), L33. doi:10.3847/2041-8213/adf062
    11. Rehemtulla, N., Miller, A.A., Jegou Du Laz, T., Coughlin, M.W., Fremling, C., Perley, D.A., Qin, Y.J., Sollerman, J., Mahabal, A.A., Laher, R.R., et al. (2024). The Zwicky Transient Facility Bright Transient Survey. III. BTSbot: Automated Identification and Follow-up of Bright Transients with Deep Learning. ApJ 972 (1), 7. doi:10.3847/1538-4357/ad5666
    12. Liu, C., Miller, A.A., Boos, S.J., Shen, K.J., Townsley, D.M., Schulze, S., Harvey, L., Maguire, K., Johansson, J., Brink, T.G., et al. (2023). SN 2022joj: A Peculiar Type Ia Supernova Possibly Driven by an Asymmetric Helium-shell Double Detonation. ApJ 958 (2), 178. doi:10.3847/1538-4357/acffc9
    13. Liu, C., Miller, A.A., Polin, A., Nugent, A.E., De, K., Nugent, P.E., Schulze, S., Gal-Yam, A., Fremling, C., Anand, S., et al. (2023). SN 2020jgb: A Peculiar Type Ia Supernova Triggered by a Helium-shell Detonation in a Star-forming Galaxy. ApJ 946 (2), 83. doi:10.3847/1538-4357/acbb5e
    14. Rehemtulla, N., Miller, A., Coughlin, M., Jegou Du Laz, T. (2023). BTSbot: A Multi-input Convolutional Neural Network to Automate and Expedite Bright Transient Identification for the Zwicky Transient Facility. Machine Learning for Astrophysics. Workshop at the Fortieth International Conference on Machine Learning (ICML 2023), 27.