Takahiro Ishikawa
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Research Subjects
Takahiro Ishikawa has a total of 79 co-authors. Here are the top co-authors by number of shared publications:
Katsuya Shimizu
Center for Science and Technology under Extreme Conditions, Graduate School of Engineering Science, Osaka University, 1-3 Machikaneyama, Toyonaka, Osaka 560-8531, Japan
15 shared publicationsNaoshi Suzuki
Department of Pure and Applied Physics, Kansai University, 3-3-35 Yamate, Suita, Osaka 564-8680, Japan
10 shared publicationsHitose Nagara
Department of Applied Mathematics and Physics, Tottori University, 4-104 Koyama-cho-minami, Tottori, Tottori 680-8552, Japan
6 shared publications- Hitose Nagara
Division of Frontier Materials Science, Graduate School of Engineering Science, Osaka University, Toyonaka, Osaka 560-8531, Japan
6 shared publications H Nagara
Department of Applied Mathematics and Physics, Tottori University, 4-104 Koyama-cho-minami, Tottori, Tottori 680-8552, Japan
5 shared publicationsN Suzuki
Department of Pure and Applied Physics, Faculty of Engineering Science, Kansai University, 3-3-35 Yamate, Suita, Osaka 564-8680, Japan
5 shared publications
Latest Publications
- Open Access
- 28 September 2026
- Published by Springer Nature
- p. 136-144
Evolutionary Search for Superconducting Phases in the Lanthanum-Nitrogen-Hydrogen System with Universal Neural Network Potential PFP
We explored thermodynamically stable and superconducting phases in the lanthanum-nitrogen-hydrogen system (La $$_{x}$$ N $$_{y}$$ H $$_{1-x-y}$$ , $$0 \le x \le 1$$ , $$0 \le y \le 1$$ ) at pressure of 20 GP using an evolutionary construction scheme of a formation-energy convex hull based on density functional theory calculations. To accelerate the exploration, we optimized only the structures selected as stable and moderately metastable compounds by universal neural network potential (PFP) calculations. Following the constructed convex hull diagram, we investigated the superconductivity for the predicted compounds and found that metastable La $$_2$$ NH $$_2$$ and La $$_2$$ N $$_5$$ H $$_2$$ show the $$T_\textrm{c}$$ values of 14.41 K and 12.08 K, respectively.- 28 September 2026
- Published by Springer Nature
- p. 136-144
Open AccessEvolutionary Search for Superconducting Phases in the Lanthanum-Nitrogen-Hydrogen System with Universal Neural Network Potential PFP
We explored thermodynamically stable and superconducting phases in the lanthanum-nitrogen-hydrogen system (La $$_{x}$$ N $$_{y}$$ H $$_{1-x-y}$$ , $$0 \le x \le 1$$ , $$0 \le y \le 1$$ ) at pressure of 20 GP using an evolutionary construction scheme of a formation-energy convex hull based on density functional theory calculations. To accelerate the exploration, we optimized only the structures selected as stable and moderately metastable compounds by universal neural network potential (PFP) calculations. Following the constructed convex hull diagram, we investigated the superconductivity for the predicted compounds and found that metastable La $$_2$$ NH $$_2$$ and La $$_2$$ N $$_5$$ H $$_2$$ show the $$T_\textrm{c}$$ values of 14.41 K and 12.08 K, respectively. - 6 March 2026
- Published by IOP Publishing in Physica Scripta
- Vol. 101 (10) , 105903
Evolutionary search for superconducting hydrides in the La-Pt-H ternary system under compression
To verify ‘hot superconductivity’ recently proposed in lanthanum hydride-based compounds, we explored thermodynamically stable and superconducting phases in the lanthanum (La)-platinum (Pt)-hydrogen (H) ternary system at 20 GPa using a computational framework that integrates an evolutionary construction scheme of formation-enthalpy convex hulls, machine learning potential calculations, and density functional theory calculations. Although we found no evidence of the hot superconductivity in this ternary system at the pressure, we predicted a unique compound, LaPtH 6 . In this compound, PtH 6 coordination units are formed, and the hydrogen atoms are arranged in an equilateral triangular pattern that nearly constitutes a two-dimensional kagome lattice between the La and Pt layers, leading to superconductivity at 18.67 K. This structure is dynamically stable from ambient pressure to at least 200 GPa and the superconducting critical temperature increases from 13.51 to 40.63 K.
- 6 March 2026
- Published by IOP Publishing in Physica Scripta
- Vol. 101 (10) , 105903
Evolutionary search for superconducting hydrides in the La-Pt-H ternary system under compression
To verify ‘hot superconductivity’ recently proposed in lanthanum hydride-based compounds, we explored thermodynamically stable and superconducting phases in the lanthanum (La)-platinum (Pt)-hydrogen (H) ternary system at 20 GPa using a computational framework that integrates an evolutionary construction scheme of formation-enthalpy convex hulls, machine learning potential calculations, and density functional theory calculations. Although we found no evidence of the hot superconductivity in this ternary system at the pressure, we predicted a unique compound, LaPtH 6 . In this compound, PtH 6 coordination units are formed, and the hydrogen atoms are arranged in an equilateral triangular pattern that nearly constitutes a two-dimensional kagome lattice between the La and Pt layers, leading to superconductivity at 18.67 K. This structure is dynamically stable from ambient pressure to at least 200 GPa and the superconducting critical temperature increases from 13.51 to 40.63 K.
- Open Access
- 19 January 2026
- Published by IOP Publishing in Journal of Physics: Condensed Matter
- Vol. 38 (13)
Superconductivity of elements
Elements have played an essential role in the study of superconductivity, helping us understand this phenomenon. Over the past decade, the progress of experimental and theoretical studies has been significant. The periodic table of superconducting elements added two new superconductors (Rb and Yb). An expanded pressure range of exploration achieved a substantial increase in the highest reported superconducting transition temperatures. Furthermore, we have observed a new direction in searching for new superconducting phases by examining different temperature-pressure paths on energy landscapes. This paper reviews the state of the art in the superconducting properties of elements, highlighting the knowledge gained to enhance superconducting transition temperatures.
- 19 January 2026
- Published by IOP Publishing in Journal of Physics: Condensed Matter
- Vol. 38 (13)
Open AccessSuperconductivity of elements
Elements have played an essential role in the study of superconductivity, helping us understand this phenomenon. Over the past decade, the progress of experimental and theoretical studies has been significant. The periodic table of superconducting elements added two new superconductors (Rb and Yb). An expanded pressure range of exploration achieved a substantial increase in the highest reported superconducting transition temperatures. Furthermore, we have observed a new direction in searching for new superconducting phases by examining different temperature-pressure paths on energy landscapes. This paper reviews the state of the art in the superconducting properties of elements, highlighting the knowledge gained to enhance superconducting transition temperatures.
- 5 December 2024
- Published by AIP Publishing in The Journal of Chemical Physics
- Vol. 161 (21)
Data-assimilated crystal growth simulation for multiple crystalline phases
To determine crystal structures from a powder x-ray diffraction (PXRD) pattern containing multiple unknown phases, a data-assimilated crystal growth (DACG) simulation method has been developed. The PXRD penalty function selectively stabilizes the structures in the experimental data, promoting their grain growth during simulated annealing. Since the PXRD pattern is calculated as the Fourier transform of the pair distribution function, the DACG simulation can be performed without prior determination of the lattice parameters. We applied it to carbon (graphite and diamond) and SiO2 (low-quartz, low-cristobalite, and coesite) systems, demonstrating that the DACG simulation successfully reproduced multiple crystal structures.
- 5 December 2024
- Published by AIP Publishing in The Journal of Chemical Physics
- Vol. 161 (21)
Data-assimilated crystal growth simulation for multiple crystalline phases
To determine crystal structures from a powder x-ray diffraction (PXRD) pattern containing multiple unknown phases, a data-assimilated crystal growth (DACG) simulation method has been developed. The PXRD penalty function selectively stabilizes the structures in the experimental data, promoting their grain growth during simulated annealing. Since the PXRD pattern is calculated as the Fourier transform of the pair distribution function, the DACG simulation can be performed without prior determination of the lattice parameters. We applied it to carbon (graphite and diamond) and SiO2 (low-quartz, low-cristobalite, and coesite) systems, demonstrating that the DACG simulation successfully reproduced multiple crystal structures.
- Open Access
- 4 October 2024
- Published by AIP Publishing in Journal of Applied Physics
- Vol. 136 (13)
Hydrodynamic simulation of laser ablation with electronic entropy effects included
In this paper, we present a methodology of laser ablation simulation including electronic entropy effects. Ablation by ultrashort laser pulses is suitable for micromachining because of its small thermal damage. To further enhance its effectiveness, it is crucial to explore both theoretically and experimentally the desirable conditions for processing. The density functional theory calculations predict that hot electrons make crystalline lattice thermodynamically unstable at electronic temperature roughly above 20 000 K due to the electronic entropy-driven mechanism. In our simulations, equations combining hydrodynamic equations and the two-temperature model are modeled and are numerically solved, where the electronic entropy effects are included as the electronic temperature-dependent latent heat, boiling point, and melting point. For metal targets, Al and Cu, the calculated ablation rates for 100 fs laser pulses agree with the experimental one at laser fluences up to 10 J/cm2. The heat-affected zone (HAZ) is numerically evaluated from the thickness of the molten layer. Short pulses produce a high ablation rate and small HAZ because of the suppression of diffusion of the deposited pulse energy. Electronic entropy effects make a clear difference between 100 fs and 10 ps pulses. The calculation method presented in this paper serves as a useful tool for exploring nonequilibrium between electrons and ions in the equation of states for metals such as Al and Cu.
- 4 October 2024
- Published by AIP Publishing in Journal of Applied Physics
- Vol. 136 (13)
Open AccessHydrodynamic simulation of laser ablation with electronic entropy effects included
In this paper, we present a methodology of laser ablation simulation including electronic entropy effects. Ablation by ultrashort laser pulses is suitable for micromachining because of its small thermal damage. To further enhance its effectiveness, it is crucial to explore both theoretically and experimentally the desirable conditions for processing. The density functional theory calculations predict that hot electrons make crystalline lattice thermodynamically unstable at electronic temperature roughly above 20 000 K due to the electronic entropy-driven mechanism. In our simulations, equations combining hydrodynamic equations and the two-temperature model are modeled and are numerically solved, where the electronic entropy effects are included as the electronic temperature-dependent latent heat, boiling point, and melting point. For metal targets, Al and Cu, the calculated ablation rates for 100 fs laser pulses agree with the experimental one at laser fluences up to 10 J/cm2. The heat-affected zone (HAZ) is numerically evaluated from the thickness of the molten layer. Short pulses produce a high ablation rate and small HAZ because of the suppression of diffusion of the deposited pulse energy. Electronic entropy effects make a clear difference between 100 fs and 10 ps pulses. The calculation method presented in this paper serves as a useful tool for exploring nonequilibrium between electrons and ions in the equation of states for metals such as Al and Cu.
- 14 March 2024
- Published by American Physical Society (APS) in Physical Review B
- Vol. 109 (9) , 094106
Evolutionary search for superconducting phases in the lanthanum-nitrogen-hydrogen system with universal neural network potential
Recently, Grockowiak et al. reported “hot superconductivity” in ternary or multinary compounds based on lanthanum hydride [A. D. Grockowiak et al., Front. Electron. Mater. 2, 837651 (2022)]. In this paper, we explored thermodynamically stable phases and superconducting phases in the lanthanum-nitrogen-hydrogen system () at a pressure of 20 GPa. We rapidly and accurately constructed the formation-enthalpy convex hull using an evolutionary construction scheme based on density functional theory calculations, extracting the candidates for stable and moderately metastable compounds by the universal neural network potential calculations. The convex hull diagram shows that more than 50 compounds emerge as stable and moderately metastable phases in the region of mRy/atom. In particular, the compounds are concentrated on the line of connecting between LaH and LaN. We found that the superconductivity is gradually enhanced due to N doping for LaH and the superconducting critical temperature reaches 8.77 K in with . In addition, we predicted that metastable shows the highest value, 14.41 K, of all the ternary compounds predicted in this study. These results suggest that it is difficult to obtain the hot superconductivity in the La-H compounds with N at 20 GPa.- 14 March 2024
- Published by American Physical Society (APS) in Physical Review B
- Vol. 109 (9) , 094106
Evolutionary search for superconducting phases in the lanthanum-nitrogen-hydrogen system with universal neural network potential
Recently, Grockowiak et al. reported “hot superconductivity” in ternary or multinary compounds based on lanthanum hydride [A. D. Grockowiak et al., Front. Electron. Mater. 2, 837651 (2022)]. In this paper, we explored thermodynamically stable phases and superconducting phases in the lanthanum-nitrogen-hydrogen system () at a pressure of 20 GPa. We rapidly and accurately constructed the formation-enthalpy convex hull using an evolutionary construction scheme based on density functional theory calculations, extracting the candidates for stable and moderately metastable compounds by the universal neural network potential calculations. The convex hull diagram shows that more than 50 compounds emerge as stable and moderately metastable phases in the region of mRy/atom. In particular, the compounds are concentrated on the line of connecting between LaH and LaN. We found that the superconductivity is gradually enhanced due to N doping for LaH and the superconducting critical temperature reaches 8.77 K in with . In addition, we predicted that metastable shows the highest value, 14.41 K, of all the ternary compounds predicted in this study. These results suggest that it is difficult to obtain the hot superconductivity in the La-H compounds with N at 20 GPa.- 15 February 2023
- Published by American Physical Society (APS) in Physical Review Materials
- Vol. 7 (2) , 026202
Large intrinsic spin Hall conductivity in orthorhombic tungsten
In this paper, we explored metastable phases showing large intrinsic spin Hall conductivity (SHC) in bulk tungsten (W) using a crystal structure search scheme based on an evolutionary algorithm (EA) and first-principles calculations. W has been known to have the most stable phase with the body-centered-cubic (bcc) structure and the metastable phase with a cubic structure , the latter of which shows larger SHC in . Through the EA search, we obtained 15 metastable structures in addition to and and found that orthorhombic and structures show larger SHC at the Fermi level. The structure is formed by adding a fourfold helical distortion along the [110] direction to bcc and the structure is obtained by further distortion of . Although the energies are higher by about 300 meV/atom than that of bcc, the SHC values at the Fermi level are 1710 ( for and 1573 ( for , which are almost twice as large as that of and exceed 1455 ( calculated for .- 15 February 2023
- Published by American Physical Society (APS) in Physical Review Materials
- Vol. 7 (2) , 026202
Large intrinsic spin Hall conductivity in orthorhombic tungsten
In this paper, we explored metastable phases showing large intrinsic spin Hall conductivity (SHC) in bulk tungsten (W) using a crystal structure search scheme based on an evolutionary algorithm (EA) and first-principles calculations. W has been known to have the most stable phase with the body-centered-cubic (bcc) structure and the metastable phase with a cubic structure , the latter of which shows larger SHC in . Through the EA search, we obtained 15 metastable structures in addition to and and found that orthorhombic and structures show larger SHC at the Fermi level. The structure is formed by adding a fourfold helical distortion along the [110] direction to bcc and the structure is obtained by further distortion of . Although the energies are higher by about 300 meV/atom than that of bcc, the SHC values at the Fermi level are 1710 ( for and 1573 ( for , which are almost twice as large as that of and exceed 1455 ( calculated for .- 20 October 2022
- Published by American Chemical Society (ACS) in The Journal of Physical Chemistry A
- Vol. 126 (43) , 8082-8087
Search for the Decomposition Process of 2,4,6-Trinitrotoluene by an Evolutionary Algorithm
In this paper, we explored stable states in the system of 2,4,6-trinitrotoluene (TNT) crystal with a few additional hydrogen radicals (Hadd's) using a structure-search scheme based on first-principles calculations and an evolutionary algorithm (EA) to get insights into the decomposition process of TNT. We introduced three evolutionary operators acting on Hadd's and transforming only local structures of TNT molecules: "displacement", "permutation", and "mating". We searched for stable structures by increasing the number of Hadd's (n) from 1 to 2, 3, 4, 6, and 8 and constructed a convex-hull diagram for the formation energy from solid TNT and solid hydrogen. We showed that the system of n = 6 had the largest energy reduction, in which five of the eight TNT molecules in the calculation cell were transformed into NO, H2O, C2H3N, C2NO3H3, C8N2O4H7, C9N2O8H5, and C14N7O12H11. Analysis of the structural transformations observed during the EA search indicates that (1) the Hadd's approaching the TNT molecules react with C, forming a six-membered ring, and with N and O in nitro groups, leaving the TNT molecules as NO, H2O, C2H3N, and C2NO3H3, and (2) the partially decomposed TNT molecules are bonded to one another via C, N, and O.
- 20 October 2022
- Published by American Chemical Society (ACS) in The Journal of Physical Chemistry A
- Vol. 126 (43) , 8082-8087
Search for the Decomposition Process of 2,4,6-Trinitrotoluene by an Evolutionary Algorithm
In this paper, we explored stable states in the system of 2,4,6-trinitrotoluene (TNT) crystal with a few additional hydrogen radicals (Hadd's) using a structure-search scheme based on first-principles calculations and an evolutionary algorithm (EA) to get insights into the decomposition process of TNT. We introduced three evolutionary operators acting on Hadd's and transforming only local structures of TNT molecules: "displacement", "permutation", and "mating". We searched for stable structures by increasing the number of Hadd's (n) from 1 to 2, 3, 4, 6, and 8 and constructed a convex-hull diagram for the formation energy from solid TNT and solid hydrogen. We showed that the system of n = 6 had the largest energy reduction, in which five of the eight TNT molecules in the calculation cell were transformed into NO, H2O, C2H3N, C2NO3H3, C8N2O4H7, C9N2O8H5, and C14N7O12H11. Analysis of the structural transformations observed during the EA search indicates that (1) the Hadd's approaching the TNT molecules react with C, forming a six-membered ring, and with N and O in nitro groups, leaving the TNT molecules as NO, H2O, C2H3N, and C2NO3H3, and (2) the partially decomposed TNT molecules are bonded to one another via C, N, and O.
- 17 May 2021
- Published by American Physical Society (APS) in Physical Review Materials
- Vol. 5 (5) , 054408
Evolutionary search for cobalt-rich compounds in the yttrium-cobalt-boron system
Modern high-performance permanent magnets are made from alloys of rare earth and transition metal elements, and large magnetization is achieved in the alloys with a high concentration of transition metals. We applied an evolutionary search scheme based on first-principles calculations to the Y-Co-B system and predicted 37 cobalt-rich compounds with a high probability of being stable. Focusing on remarkably cobalt-rich compounds, and , we found that, although they are metastable phases, the phase stability is increased with an increase of temperature due to the contribution of vibrational entropy. The magnetization and Curie temperature are higher by 0.22 T and 204 K in and by 0.29 T and 204 K in than those of , which has been well studied as a strong magnetic compound.- 17 May 2021
- Published by American Physical Society (APS) in Physical Review Materials
- Vol. 5 (5) , 054408
Evolutionary search for cobalt-rich compounds in the yttrium-cobalt-boron system
Modern high-performance permanent magnets are made from alloys of rare earth and transition metal elements, and large magnetization is achieved in the alloys with a high concentration of transition metals. We applied an evolutionary search scheme based on first-principles calculations to the Y-Co-B system and predicted 37 cobalt-rich compounds with a high probability of being stable. Focusing on remarkably cobalt-rich compounds, and , we found that, although they are metastable phases, the phase stability is increased with an increase of temperature due to the contribution of vibrational entropy. The magnetization and Curie temperature are higher by 0.22 T and 204 K in and by 0.29 T and 204 K in than those of , which has been well studied as a strong magnetic compound.- 14 October 2020
- Published by American Physical Society (APS) in Physical Review Materials
- Vol. 4 (10) , 104408
Monoclinic phases predicted from first principlesWe searched for stable crystal structures of using a crystal structure prediction technique based on a genetic algorithm and first-principles calculations. We obtained two monoclinic structures as metastable phases that are different from the well-known structure. These two phases have advantages in their magnetism over the structure: The total magnetization is increased from /f.u. up to /f.u. by the transformations. We also calculated Curie temperature for these structures within the mean-field approximation, and we predicted the increase of from 792 up to 940 K, which is mainly caused by the increase of intersite magnetic couplings within the distance of 2.3–3.1 Å. The similar enhancements of and are also obtained in the pseudobinary system with of 0–0.7.- 14 October 2020
- Published by American Physical Society (APS) in Physical Review Materials
- Vol. 4 (10) , 104408
Monoclinic phases predicted from first principlesWe searched for stable crystal structures of using a crystal structure prediction technique based on a genetic algorithm and first-principles calculations. We obtained two monoclinic structures as metastable phases that are different from the well-known structure. These two phases have advantages in their magnetism over the structure: The total magnetization is increased from /f.u. up to /f.u. by the transformations. We also calculated Curie temperature for these structures within the mean-field approximation, and we predicted the increase of from 792 up to 940 K, which is mainly caused by the increase of intersite magnetic couplings within the distance of 2.3–3.1 Å. The similar enhancements of and are also obtained in the pseudobinary system with of 0–0.7.