MLIP Arena: Advancing Fairness and Transparency in Machine Learning Interatomic Potentials via an Open, Accessible Benchmark Platform. - Yuan Chiang; Tobias Kreiman; Christine Zhang; Matthew C. Kuner; Elizabeth Weaver; Ishan Amin; Hyunsoo Park; Yunsung Lim; Jihan Kim; Daryl Chrzan; Aron Walsh; Samuel M. Blau; et al. (CoRR, 2025)