Surface melting–driven hydrogen absorption for high-pressure polyhydride synthesis Ryuhei Sato, Lewis J. Conway, Di Zhang, Chris J. Pickard, Kazuto Akagi, et al. Proceedings of the National Academy of Sciences of the United States of America, 2025 The synthesis of new polyhydrides with high superconducting T c is challenging owing to the high pressures and temperatures required. In this study, we used machine-learning potential molecular dynamics simulations to investigate the initial stage of polyhydride formation in calcium hydrides. Upon contact with high-pressure H 2 , the surface of CaH 2 melts, leading to CaH 4 formation. This surface melting proceeds via CaH 4 liquid phase as an intermediate state. High pressure reduces not only the hydrogenation (CaH 2 (s) + H 2 (l) ↔ CaH 4 (s)) enthalpy but also the enthalpy for liquid polyhydride formation (CaH 2 (s) + H 2 (l) ↔ CaH 4 (l)). Consequently, this surface melting process becomes more favorable than the fusion of the polyhydride bulk. Thus, high pressure not only shifts the equilibrium toward the polyhydride product but also lowers the activation energy, thereby promoting the hydrogenation reaction. From these thermodynamic insights, we propose structure-search criteria for polyhydride synthesis that are both computationally effective and experimentally relevant. These criteria are based on bulk properties, such as polyhydride (product) melting temperature and pressure-dependent hydrogenation enthalpy, readily determined through supplementary calculations during structure prediction workflows.
Unlocking the secrets of ideal fast ion conductors for all-solid-state batteries Kartik Sau, Shigeyuki Takagi, Tamio Ikeshoji, Kazuaki Kisu, Ryuhei Sato, et al. Communications Materials, 2024 All-solid-state batteries (ASSBs) are promising alternatives to conventional lithium-ion batteries. ASSBs consist of solid-fast-ion-conducting electrolytes and electrodes that offer improved energy density, battery safety, specific power, and fast-charging capability. Despite decades of intensive research, only a few have high ionic conductivity at ambient temperature. Developing fast ion-conducting materials requires both synthesis of high-conducting materials and a fundamental understanding of ion transport mechanisms. However, this is challenging due to wide variations of the ionic conductivity, even within the same class of materials, indicating the strong influence of structural modifications on ion transport. This Review discusses three selected material classes, namely layered oxides, polyhedral connections, and cluster anion types, as promising fast ion conductors. Emphasis is placed on the inherent challenges and the role of the framework structure on mobile ion conduction. We elucidate strategies to address these challenges by leveraging theoretical frameworks and insights from materials science.
Colossal Reversible Barocaloric Effects in a Plastic Crystal Mediated by Lattice Vibrations and Ion Diffusion Ming Zeng, Carlos Escorihuela‐Sayalero, Tamio Ikeshoji, Shigeyuki Takagi, Sangryun Kim, et al. Advanced Science, 2024 Solid‐state methods for cooling and heating promise a sustainable alternative to current compression cycles of greenhouse gases and inefficient fuel‐burning heaters. Barocaloric effects (BCE) driven by hydrostatic pressure (p) are especially encouraging in terms of large adiabatic temperature changes (|ΔT| ≈ 10 K) and isothermal entropy changes (|ΔS| ≈ 100 J K−1 kg−1). However, BCE typically require large pressure shifts due to irreversibility issues, and sizeable |ΔT| and |ΔS| seldom are realized in a same material. Here, the existence of colossal and reversible BCE in LiCB11H12 is demonstrated near its order‐disorder phase transition at ≈380 K. Specifically, for Δp ≈ 0.23 (0.10) GPa, |ΔSrev| = 280 (200) J K−1 kg−1 and |ΔTrev| = 32 (10) K are measured, which individually rival with state‐of‐the‐art BCE figures. Furthermore, pressure shifts of the order of 0.1 GPa yield huge reversible barocaloric strengths of ≈2 J K−1 kg−1 MPa−1. Molecular dynamics simulations are performed to quantify the role of lattice vibrations, molecular reorientations, and ion diffusion on the disclosed BCE. Interestingly, lattice vibrations are found to contribute the most to |ΔS| while the diffusion of lithium ions, despite adding up only slightly to the entropy change, is crucial in enabling the molecular order–disorder phase transition.
Topological Data analysis of Ion Migration Mechanism Ryuhei Sato, Kazuto Akagi, Shigeyuki Takagi, Kartik Sau, Kazuaki Kisu, et al. Journal of Chemical Physics, 2023 Topological data analysis based on persistent homology has been applied to the molecular dynamics simulation for the fast ion-conducting phase (α-phase) of AgI to show its effectiveness on the ion migration mechanism analysis. Time-averaged persistence diagrams of α-AgI, which quantitatively record the shape and size of the ring structures in the given atomic configurations, clearly showed the emergence of the four-membered rings formed by two Ag and two I ions at high temperatures. They were identified as common structures during the Ag ion migration. The averaged potential energy change due to the deformation of the four-membered ring during Ag migration agrees well with the activation energy calculated from the conductivity Arrhenius plot. The concerted motion of two Ag ions via the four-membered ring was also successfully extracted from molecular dynamics simulations by our approach, providing new insight into the specific mechanism of the concerted motion.
Hybrid sampling approach to machine-learning potentials for gas adsorption: Hydrogen adsorption in MOF-303 K Sau, I Hamada, T Ikeshoji, Y Lu, S Roy, S Furukawa, L Zhang, HB Tran, ... ChemRxiv , 2026 2026
Visualizing Concerted Ion Migration of Superionic Conductors via Directed Graphs R Sato, Y Ando, K Sau, Y Shibuta Chemistry of Materials 38 (1), 287-295 , 2025 2025 Citations: 1
Surface melting–driven hydrogen absorption for high-pressure polyhydride synthesis R Sato, LJ Conway, D Zhang, CJ Pickard, K Akagi, K Sau, H Li, S Orimo Proceedings of the National Academy of Sciences 122 (22), e2413480122 , 2025 2025 Citations: 4
Hydrogen Absorption Promoted by Surface Melting: Guidelines for High-Pressure Superhydride Synthesis R Sato, L Conway, D Zhang, C Pickard, K Akagi, K Sau, L Hao, S Orimo ChemRxiv 2024 (0917) , 2024 2024 Citations: 1
Unlocking the secrets of ideal fast ion conductors for all-solid-state batteries K Sau, S Takagi, T Ikeshoji, K Kisu, R Sato, EC dos Santos, H Li, ... https://www.nature.com/articles/s43246-024-00550-z.epdf?sharing_token … , 2024 2024 Citations: 71
Colossal reversible barocaloric effects in a plastic crystal mediated by lattice vibrations and ion diffusion M Zeng, C Escorihuela‐Sayalero, T Ikeshoji, S Takagi, S Kim, S Orimo, ... Advanced Science 11 (26), 2306488 , 2024 2024 Citations: 26
Landscape-Sketch-Step: An AI/ML-Based Metaheuristic for Surrogate Optimization Problems R Monteiro, K Sau arXiv preprint arXiv:2309.07936 , 2023 2023 Citations: 2
Explore the Ionic Conductivity Trends on B 12 H 12 Divalent Closo -Type Complex Hydride Electrolytes E Campos dos Santos, R Sato, K Kisu, K Sau, X Jia, F Yang, S Orimo, H Li Chemistry of Materials 35 (15), 5996-6004 , 2023 2023 Citations: 16
Materials Advances K Sau, S Orimo 2023
Topological data analysis of ion migration mechanism R Sato, K Akagi, S Takagi, K Sau, K Kisu, H Li, S Orimo The Journal of Chemical Physics 158 (14) , 2023 2023 Citations: 11
The role of cation size in the ordered–disordered phase transition temperature and cation hopping mechanism based on LiCB 11 H 12 K Sau, S Takagi, T Ikeshoji, K Kisu, R Sato, S Orimo Materials Advances 4 (10), 2269-2280 , 2023 2023 Citations: 3
Particle size and temperature effects on thermal conductivity of aqueous Ag nanofluids: modelling and simulations using classical molecular dynamics SP Shit, NK Ghosh, S Pal, K Sau The European Physical Journal D 76 (12), 238 , 2022 2022 Citations: 5
Enhanced thermophysical properties of water-based single and hybrid metallic nanofluids: insights from equilibrium molecular dynamics SP Shit, S Pal, NK Ghosh, K Sau Chemical Thermodynamics and Thermal Analysis 8, 100096 , 2022 2022 Citations: 13
Insights of cationic diffusion in nickel-based honeycomb layered tellurates using molecular dynamics simulation K Sau, T Ikeshoji Solid State Ionics 383 (1), 115982 , 2022 2022 Citations: 5
Ring mechanism of fast ion transport in : Insight from molecular dynamics simulation K Sau, T Ikeshoji Physical Review Materials 6 (4), 045406 , 2022 2022 Citations: 9
Fast divalent conduction in MB 12 H 12· 12H 2 O (M= Zn, Mg) complex hydrides: effects of rapid crystal water exchange and application for solid-state electrolytes K Kisu, A Dorai, S Kim, R Hamada, A Kumatani, Y Horiguchi, R Sato, ... Journal of Materials Chemistry A 10 (46), 24877-24887 , 2022 2022 Citations: 25
Thermophysical properties of graphene and hexagonal boron nitride nanofluids: a comparative study by molecular dynamics SP Shit, S Pal, NK Ghosh, K Sau Journal of Molecular Structure 1239, 130525 , 2021 2021 Citations: 29
Mixed alkali-ion transport and storage in atomic-disordered honeycomb layered NaKNi 2 TeO 6 T Masese, Y Miyazaki, J Rizell, GM Kanyolo, CY Chen, H Ubukata, ... Nature communications 12 (1), 4660 , 2021 2021 Citations: 40
Colossal barocaloric effects in the complex hydride Li B H K Sau, T Ikeshoji, S Takagi, S Orimo, D Errandonea, D Chu, C Cazorla Scientific reports 11 (1), 1-9 , 2021 2021 Citations: 30
Comparative Molecular Dynamics Study of the Roles of Anion–Cation and Cation–Cation Correlation in Cation Diffusion in Li 2 B 12 H 12 and LiCB 11 H 12 K Sau, T Ikeshoji, S Kim, S Takagi, S Orimo Chemistry of Materials 33 (7), 2357-2369 , 2021 2021 Citations: 36
MOST CITED SCHOLAR PUBLICATIONS
Unlocking the secrets of ideal fast ion conductors for all-solid-state batteries K Sau, S Takagi, T Ikeshoji, K Kisu, R Sato, EC dos Santos, H Li, ... https://www.nature.com/articles/s43246-024-00550-z.epdf?sharing_token … , 2024 2024 Citations: 71
Role of Ion–Ion Correlations on Fast Ion Transport: Molecular Dynamics Simulation of Na 2 Ni 2 TeO 6 K Sau, PP Kumar The Journal of Physical Chemistry C 119 (32), 18030-18037 , 2015 2015 Citations: 47
Ion Transport in Na2M2TeO6: Insights from Molecular Dynamics Simulation K Sau, PK Padmanabhan The Journal of Physical Chemistry C , 2015 2015 Citations: 43
Mixed alkali-ion transport and storage in atomic-disordered honeycomb layered NaKNi 2 TeO 6 T Masese, Y Miyazaki, J Rizell, GM Kanyolo, CY Chen, H Ubukata, ... Nature communications 12 (1), 4660 , 2021 2021 Citations: 40
Comparative Molecular Dynamics Study of the Roles of Anion–Cation and Cation–Cation Correlation in Cation Diffusion in Li 2 B 12 H 12 and LiCB 11 H 12 K Sau, T Ikeshoji, S Kim, S Takagi, S Orimo Chemistry of Materials 33 (7), 2357-2369 , 2021 2021 Citations: 36
Colossal barocaloric effects in the complex hydride Li B H K Sau, T Ikeshoji, S Takagi, S Orimo, D Errandonea, D Chu, C Cazorla Scientific reports 11 (1), 1-9 , 2021 2021 Citations: 30
Thermophysical properties of graphene and hexagonal boron nitride nanofluids: a comparative study by molecular dynamics SP Shit, S Pal, NK Ghosh, K Sau Journal of Molecular Structure 1239, 130525 , 2021 2021 Citations: 29
Influence of ion–ion correlation on Na+ transport in Na2Ni2TeO6: molecular dynamics study K Sau Ionics 22 (12), 2379-2385 , 2016 2016 Citations: 28
Reorientational motion and Li+ -ion transport in Li2B12H12 system: Molecular dynamics study K Sau, T Ikeshoji, S Kim, S Takagi, K Akagi, S Orimo Phys. Rev. Materials 3 (7), 075402 , 2019 2019 Citations: 27
Colossal reversible barocaloric effects in a plastic crystal mediated by lattice vibrations and ion diffusion M Zeng, C Escorihuela‐Sayalero, T Ikeshoji, S Takagi, S Kim, S Orimo, ... Advanced Science 11 (26), 2306488 , 2024 2024 Citations: 26
Fast divalent conduction in MB 12 H 12· 12H 2 O (M= Zn, Mg) complex hydrides: effects of rapid crystal water exchange and application for solid-state electrolytes K Kisu, A Dorai, S Kim, R Hamada, A Kumatani, Y Horiguchi, R Sato, ... Journal of Materials Chemistry A 10 (46), 24877-24887 , 2022 2022 Citations: 25
Origin of Fast Ion Conduction in Na3PS4: Insight from Molecular Dynamics Study K Sau, T Ikeshoji The Journal of Physical Chemistry C , 2020 2020 Citations: 24
Role of Framework Flexibility in Ion Transport: A Molecular Dynamics Study of LiM 2 IV (PO 4 ) 3 K Pramanik, K Sau, PP Kumar The Journal of Physical Chemistry C 124 (7), 4001-4009 , 2020 2020 Citations: 23
Explore the Ionic Conductivity Trends on B 12 H 12 Divalent Closo -Type Complex Hydride Electrolytes E Campos dos Santos, R Sato, K Kisu, K Sau, X Jia, F Yang, S Orimo, H Li Chemistry of Materials 35 (15), 5996-6004 , 2023 2023 Citations: 16
Enhanced thermophysical properties of water-based single and hybrid metallic nanofluids: insights from equilibrium molecular dynamics SP Shit, S Pal, NK Ghosh, K Sau Chemical Thermodynamics and Thermal Analysis 8, 100096 , 2022 2022 Citations: 13
Topological data analysis of ion migration mechanism R Sato, K Akagi, S Takagi, K Sau, K Kisu, H Li, S Orimo The Journal of Chemical Physics 158 (14) , 2023 2023 Citations: 11
Role of divalent cation (Ba) substitution in the Li+ ion conductor LiTi 2 (PO 4) 3: a molecular dynamics study K Sau, T Ikeshoji, S Roy Physical Chemistry Chemical Physics 22 (26), 14471-14479 , 2020 2020 Citations: 10
Ring mechanism of fast ion transport in : Insight from molecular dynamics simulation K Sau, T Ikeshoji Physical Review Materials 6 (4), 045406 , 2022 2022 Citations: 9
Particle size and temperature effects on thermal conductivity of aqueous Ag nanofluids: modelling and simulations using classical molecular dynamics SP Shit, NK Ghosh, S Pal, K Sau The European Physical Journal D 76 (12), 238 , 2022 2022 Citations: 5
Insights of cationic diffusion in nickel-based honeycomb layered tellurates using molecular dynamics simulation K Sau, T Ikeshoji Solid State Ionics 383 (1), 115982 , 2022 2022 Citations: 5