2026 ICML Navigating Order-(Dis)Order Family Trees via Group-Subgroup Transitions S. Yamazaki, Y. Huang, M.H. Petersen, W. Nong, K. Hippalgaonkar ICML 2026 AI for Science HTML SSI ICML Generative Pipeline for Discovering Solid-State Battery Materials with Universal Atomistic Potentials A. Dembitskiy, S. Yamazaki, A. Maevskiy, N. Kazeev, R.A. Eremin, S. Budennyy, K. Hippalgaonkar, A.H.C. Neto, A.E. Ustyuzhanin SSI-25, ICML 2026 AI for Science HTML AI4X-AC CSX Agentic Framework for Synthesis-Oriented Generative Materials Discovery S. Yamazaki, Z. Ren, M.H. Petersen, H. Dai, K. Hippalgaonkar AI4X-AC 2026 HTML AI4X-AC SWORD: Symmetry and Wyckoff-sequence of Ordered and Disordered Crystals Y. Huang, W. Nong, S. Yamazaki, M.H. Petersen, J. Wang, R. Zhu, K. Hippalgaonkar AI4X-AC 2026 HTML preprint Fast and Accurate Prediction of Lattice Thermal Conductivity via Machine Learning Surrogates Z. Wang†, S. Yamazaki†, M.H. Petersen†, M. Ohnishi, T. Yamamoto, ..., Z. Ren, J. Shiomi, K. Hippalgaonkar Submitted HTML 2025 AI4X Multi‑property directed generative design of inorganic materials through Wyckoff‑augmented transfer learning S. Yamazaki*, W. Nong*, R. Zhu*, KS. Novoselov, and 2 more authors AI4X 2025 HTML AI4X Metastable Polymorph Stabilization with Physics-based Descriptor Engineering and Machine Learning H. Dai, AP. Chen, S. Yamazaki, and 4 more authors AI4X 2025 HTML NeurIPS ICML WyckoffTransformer: Generation of Symmetric Crystals N. Kazeev, R. Zhu, I. Romanov, A. Ustyuzhanin, S. Yamazaki, W. Nong, K. Hippalgaonkar NeurIPS 2024 AI4Mat, ICML 2025 HTML 2024 Matter WyCryst: Wyckoff Inorganic Crystal Generator Framework R. Zhu, W. Nong, S. Yamazaki, and K. Hippalgaonkar Matter 7, 1–20, 2024 DOI