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cond-mat.soft2026
Machine learning evaluation of structural descriptors for supercooled water
Kohei Yoshikawa, Kokoro Shikata, Kang Kim +1
The anomalous behavior of liquid water is widely associated with a liquid-liquid phase transition between high- and low-density states in the supercooled regime. At the microscopic…
stat.ME2026
Identification and Estimation under Multiple Versions of Treatment: Mixture-of-Experts Approach
Kohei Yoshikawa, Shuichi Kawano
The Stable Unit Treatment Value Assumption (SUTVA) includes the condition that there are no multiple versions of treatment in causal inference. Though we could not control the impl…