93 citations · 240 across the 10 of their papers we have counts for
10 papers
Anomalous Water Penetration in Dissolution
Minwoo Kim, Seungtae Kim, Changbong Hyeon +3
The physicochemical characterization of trivalent ions is limited due to a lack of accurate force fields. By leveraging the latest machine learning force field to model aqueous $\t…
A2I Transformer: Permutation-equivariant attention network for pairwise and many-body interactions with minimal featurization
Ji Woong Yu, Min Young Ha, Bumjoon Seo +1
The combination of neural network potential (NNP) with molecular simulations plays an important role in an efficient and thorough understanding of a molecular system's potential en…
Active microrheology of a bulk metallic glass
Ji Woong Yu, S. H. E. Rahbari, Takeshi Kawasaki +2
The glass transition remains unclarified in condensed matter physics. Investigating the mechanical properties of glass is challenging because any global deformation that may result…
Universality, scaling and collapse in supercritical fluids
Min Young Ha, Tae Jun Yoon, Tsvi Tlusty +2
The Supercritical Fluid (SCF) is known to exhibit salient dynamic and thermodynamic crossovers and inhomogeneous molecular distribution. But the question as to what basic physics u…
Topological extension of the isomorph theory based on the Shannon entropy
Tae Jun Yoon, Min Young Ha, Emanuel A. Lazar +2
Isomorph theory is one of the promising theories to understand the quasi-universal relationship between thermodynamic, dynamic and structural characteristics. Based on the hidden s…
A corresponding-state framework for the structural transition of supercritical fluids across the Widom delta
Tae Jun Yoon, Min Young Ha, Won Bo Lee +1
This work proposes a classification algorithm based on the radical Voronoi tessellation to define the Widom delta, supercritical gas-liquid coexistence region, of polyatomic molecu…