9 results on '"Hsin‐Yu Ko"'
Search Results
2. Isotope effects in liquid water via deep potential molecular dynamics
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Weinan E, Roberto Car, Hsin-Yu Ko, Robert A. DiStasio, Han Wang, Linfeng Zhang, and Biswajit Santra
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Chemical Physics (physics.chem-ph) ,Physics ,010304 chemical physics ,Biophysics ,FOS: Physical sciences ,Observable ,Computational Physics (physics.comp-ph) ,010402 general chemistry ,Condensed Matter Physics ,01 natural sciences ,0104 chemical sciences ,Molecular dynamics ,Chemical physics ,Physics - Chemical Physics ,0103 physical sciences ,Kinetic isotope effect ,Potential energy surface ,Density functional theory ,Configuration space ,Physical and Theoretical Chemistry ,Physics - Computational Physics ,Molecular Biology ,Quantum ,Quantum fluctuation - Abstract
A comprehensive microscopic understanding of ambient liquid water is a major challenge for $ab$ $initio$ simulations as it simultaneously requires an accurate quantum mechanical description of the underlying potential energy surface (PES) as well as extensive sampling of configuration space. Due to the presence of light atoms (e.g., H or D), nuclear quantum fluctuations lead to observable changes in the structural properties of liquid water (e.g., isotope effects), and therefore provide yet another challenge for $ab$ $initio$ approaches. In this work, we demonstrate that the combination of dispersion-inclusive hybrid density functional theory (DFT), the Feynman discretized path-integral (PI) approach, and machine learning (ML) constitutes a versatile $ab$ $initio$ based framework that enables extensive sampling of both thermal and nuclear quantum fluctuations on a quite accurate underlying PES. In particular, we employ the recently developed deep potential molecular dynamics (DPMD) model---a neural-network representation of the $ab$ $initio$ PES---in conjunction with a PI approach based on the generalized Langevin equation (PIGLET) to investigate how isotope effects influence the structural properties of ambient liquid H$_2$O and D$_2$O. Through a detailed analysis of the interference differential cross sections as well as several radial and angular distribution functions, we demonstrate that this approach can furnish a semi-quantitative prediction of these subtle isotope effects., Comment: 19 pages, 5 figures, and 1 table
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- 2019
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3. Hydrogen dynamics in supercritical water probed by neutron scattering and computer simulations
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Giovanni Romanelli, Roberto Senesi, Roberto Car, Marcos F. Calegari Andrade, Carla Andreani, A. Parmentier, Alexander I. Kolesnikov, and Hsin-Yu Ko
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Materials science ,Hydrogen ,Hydrogen bond ,Intermolecular force ,Settore FIS/07 ,chemistry.chemical_element ,02 engineering and technology ,Neutron scattering ,021001 nanoscience & nanotechnology ,01 natural sciences ,Molecular physics ,Supercritical fluid ,Inelastic neutron scattering ,Molecular dynamics ,chemistry ,Phase (matter) ,0103 physical sciences ,General Materials Science ,Physical and Theoretical Chemistry ,010306 general physics ,0210 nano-technology - Abstract
In this work, an investigation of supercritical water is presented combining inelastic and deep inelastic neutron scattering experiments and molecular dynamics simulations based on a machine-learned potential of ab initio quality. The local hydrogen dynamics is investigated at 250 bar and in the temperature range of 553-823 K, covering the evolution from subcritical liquid to supercritical gas-like water. The evolution of libration, bending, and stretching motions in the vibrational density of states is studied, analyzing the spectral features by a mode decomposition. Moreover, the hydrogen nuclear momentum distribution is measured, and its anisotropy is probed experimentally. It is shown that hydrogen bonds survive up to the higher temperatures investigated, and we discuss our results in the framework of the coupling between intramolecular modes and intermolecular librations. Results show that the local potential affecting hydrogen becomes less anisotropic within the molecular plane in the supercritical phase, and we attribute this result to the presence of more distorted hydrogen bonds.
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- 2020
4. Probe Ferroelectricity by X-ray Absorption Spectroscopy in Molecular Crystal
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Hsin-Yu Ko, Mehmet Topsakal, Xuanyuan Jiang, Jianhang Xu, Guanhua Hao, Peter A. Dowben, Xiaoshan Xu, Deyu Lu, Fujie Tang, Alpha T. N'Diaye, and Xifan Wu
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Materials science ,Physics and Astronomy (miscellaneous) ,Absorption spectroscopy ,FOS: Physical sciences ,02 engineering and technology ,01 natural sciences ,7. Clean energy ,Molecular physics ,chemistry.chemical_compound ,Molecular solid ,0103 physical sciences ,General Materials Science ,010306 general physics ,X-ray absorption spectroscopy ,Condensed Matter - Materials Science ,Croconic acid ,Materials Science (cond-mat.mtrl-sci) ,Computational Physics (physics.comp-ph) ,021001 nanoscience & nanotechnology ,Ferroelectricity ,cond-mat.mtrl-sci ,Polarization density ,chemistry ,physics.comp-ph ,Excited state ,0210 nano-technology ,Physics - Computational Physics ,Excitation - Abstract
We carry out X-ray absorption spectroscopy experiment at oxygen K-edge in croconic acid (C5H2O5) crystal as a prototype of ferroelectric organic molecular solid, whose electric polarization is generated by proton transfer. The experimental spectrum is well reproduced by the electron-hole excitation theory simulations from configuration generated by ab initio molecular dynamics simulation. When inversion symmetry is broken in ferroelectric state, the hydrogen bonding environment on the two bonded molecules become inequivalent. Such a difference is sensitively probed by the bound excitation in the pre-edge, which are strongly localized on the excited molecules. Our analysis shows that a satellite peak in the pre-edge will emerge at higher excitation energy which serves as a clear signature of ferroelectricity in the material., Comment: 6 pages, 3 figures
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- 2019
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5. Thermal expansion in dispersion-bound molecular crystals
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Hsin-Yu Ko, Robert A. DiStasio, Biswajit Santra, and Roberto Car
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Condensed Matter - Materials Science ,Materials science ,Physics and Astronomy (miscellaneous) ,Condensed matter physics ,Intermolecular force ,Anharmonicity ,Materials Science (cond-mat.mtrl-sci) ,FOS: Physical sciences ,02 engineering and technology ,021001 nanoscience & nanotechnology ,01 natural sciences ,Thermal expansion ,symbols.namesake ,Pauli exclusion principle ,0103 physical sciences ,Dispersion (optics) ,symbols ,Melting point ,General Materials Science ,010306 general physics ,0210 nano-technology ,Debye model ,Quantum fluctuation - Abstract
We explore how anharmonicity, nuclear quantum effects (NQE), many-body dispersion interactions, and Pauli repulsion influence thermal properties of dispersion-bound molecular crystals. Accounting for anharmonicity with ab initio molecular dynamics yields cell parameters accurate to within $2%$ of experiment for a set of pyridinelike molecular crystals at finite temperatures and pressures. From the experimental thermal expansion curve, we find that pyridine-I has a Debye temperature just above its melting point, indicating sizable NQE across the entire crystalline range of stability. We find that NQE lead to a substantial volume increase in pyridine-I $(\ensuremath{\approx}40$% more than classical thermal expansion at 153 K) and attribute this to intermolecular Pauli repulsion promoted by intramolecular quantum fluctuations. When predicting delicate properties such as the thermal expansivity, we show that many-body dispersion interactions and more sophisticated density functional approximations improve the accuracy of the theoretical model.
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- 2018
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6. Structural, Electronic, and Dynamical Properties of Liquid Water by ab initio Molecular Dynamics based on SCAN Functional within the Canonical Ensemble
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Xifan Wu, Mohan Chen, Zhaoru Sun, Pratikkumar Dhuvad, Biswajit Santra, Lixin Zheng, and Hsin-Yu Ko
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Band gap ,General Physics and Astronomy ,FOS: Physical sciences ,Condensed Matter - Soft Condensed Matter ,01 natural sciences ,Molecular physics ,symbols.namesake ,Physics - Chemical Physics ,0103 physical sciences ,Physics::Atomic and Molecular Clusters ,Physical and Theoretical Chemistry ,Diffusion (business) ,010306 general physics ,Dispersion (water waves) ,Physics ,Canonical ensemble ,Chemical Physics (physics.chem-ph) ,Condensed Matter - Materials Science ,010304 chemical physics ,Hydrogen bond ,Materials Science (cond-mat.mtrl-sci) ,Computational Physics (physics.comp-ph) ,Dipole ,Density of states ,symbols ,Soft Condensed Matter (cond-mat.soft) ,van der Waals force ,Physics - Computational Physics - Abstract
We perform ab initio molecular dynamics (AIMD) simulation of liquid water in the canonical ensemble at ambient conditions using the strongly constrained and appropriately normed (SCAN) meta-generalized-gradient approximation (GGA) functional approximation and carry out systematic comparisons with the results obtained from the GGA-level Perdew-Burke-Ernzerhof (PBE) functional and Tkatchenko-Scheffler van der Waals (vdW) dispersion correction inclusive PBE functional. We analyze various properties of liquid water including radial distribution functions, oxygen-oxygen-oxygen triplet angular distribution, tetrahedrality, hydrogen bonds, diffusion coefficients, ring statistics, density of states, band gaps, and dipole moments. We find that the SCAN functional is generally more accurate than the other two functionals for liquid water by not only capturing the intermediate-range vdW interactions but also mitigating the overly strong hydrogen bonds prescribed in PBE simulations. We also compare the results of SCAN-based AIMD simulations in the canonical and isothermal-isobaric ensembles. Our results suggest that SCAN provides a reliable description for most structural, electronic, and dynamical properties in liquid water.
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- 2018
7. Advanced capabilities for materials modelling with Quantum ESPRESSO
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Martin Schlipf, Mitsuaki Kawamura, Emine Kucukbenli, M. Marsili, Matteo Cococcioni, Matteo Calandra, Xifan Wu, Huy-Viet Nguyen, Feliciano Giustino, Oliviero Andreussi, Guido Fratesi, Iurii Timrov, Paolo Giannozzi, Alexander Smogunov, Carlo Cavazzoni, Thomas Brumme, Tommaso Gorni, Nicola Marzari, Lorenzo Paulatto, Roberto Car, Giorgia Fugallo, Junteng Jia, Dario Rocca, Ngoc Linh Nguyen, Nicola Colonna, A. Dal Corso, Ivan Carnimeo, Anton Kokalj, Stefano Baroni, Alberto Otero-de-la-Roza, Uwe Gerstmann, Ari P. Seitsonen, Timo Thonhauser, M. Buongiorno Nardelli, Ralph Gebauer, Riccardo Sabatini, Samuel Poncé, Pietro Delugas, Oana Bunau, Francesco Mauri, Hsin-Yu Ko, Michele Lazzeri, Nathalie Vast, Andrea Ferretti, Robert A. DiStasio, Biswajit Santra, S. de Gironcoli, Paolo Umari, Andrea Floris, Davide Ceresoli, Università degli Studi di Udine - University of Udine [Italie], Ecole Polytechnique Fédérale de Lausanne (EPFL), Universität Leipzig [Leipzig], Institut de minéralogie et de physique des milieux condensés (IMPMC), Université Pierre et Marie Curie - Paris 6 (UPMC)-IPG PARIS-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS), University of North Texas (UNT), Institut de minéralogie, de physique des matériaux et de cosmochimie (IMPMC), Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut de recherche pour le développement [IRD] : UR206-Muséum national d'Histoire naturelle (MNHN)-Centre National de la Recherche Scientifique (CNRS), Princeton Environmental Institute [Princeton University] (PEI), Princeton University, CINECA [Bologna], CNR, ISTM, Ist Sci & Tecnol Mol, I-20133 Milan, Italy, SISSA MathLab [Trieste], CNR-IOM DEMOCRITOS, Scuola Internazionale Superiore di Studi Avanzati / International School for Advanced Studies (SISSA / ISAS), Cornell University [New York], Centro S3, Istituto Nanoscienze [Modena] (CNR NANO), Computational Physics Group, School of Mathematics and Physics, University of Lincoln, ., Computational Physics Group, School of Mathematics and Physics, University of Lincoln, Dipartimento di Fisica (Milano), Università degli Studi di Milano [Milano] (UNIMI), ETSF, Palaiseau, France, affiliation inconnue, Abdus Salam International Centre for Theoretical Physics [Trieste] (ICTP), University of Paderborn, Department of Materials, University of Oxford [Oxford], Department of Advanced Materials Science, University of Tokyo, Kashiwa, Chiba 277-8561, Japan., Department of Physical and Organic Chemistry, Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia, INAF - Osservatorio Astronomico di Padova (OAPD), Istituto Nazionale di Astrofisica (INAF), Dipartimento di Fisica [Roma], Università degli Studi di Roma Tor Vergata [Roma], Department of Chemistry [Okanagan] (UBC Chemistry), University of British Columbia (UBC), Department of Materials, Oxford, University of Oxford [Oxford]-University of Oxford [Oxford], Université de Lorraine (UL), Orionis Biosciences, Department of Materials, University of Oxford, Institut für Chemie [Zürich], Universität Zürich [Zürich] = University of Zurich (UZH), Groupe Modélisation et Théorie (GMT), Institut Rayonnement Matière de Saclay (IRAMIS), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris-Saclay-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris-Saclay-Service de physique de l'état condensé (SPEC - UMR3680), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Centre National de la Recherche Scientifique (CNRS), ÉcolePolytechniqueFédérale de Lausanne (EPFL), School of Architecture, Civil and Environmental, Wake Forest School of Medicine [Winston-Salem], Wake Forest Baptist Medical Center, Laboratoire des Solides Irradiés (LSI), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Centre National de la Recherche Scientifique (CNRS)-École polytechnique (X), Department of Physics, Temple University, Philadelphia, USA (TEMPLE UNIVERSITY), Department of Physics, Temple University [Philadelphia], Pennsylvania Commonwealth System of Higher Education (PCSHE)-Pennsylvania Commonwealth System of Higher Education (PCSHE)-Temple University [Philadelphia], Pennsylvania Commonwealth System of Higher Education (PCSHE)-Pennsylvania Commonwealth System of Higher Education (PCSHE), Institute of Geophysics (Vietnamese Academy of Science and Technology ), European Project: 676598,H2020,H2020-EINFRA-2015-1,MaX(2015), European Project: 676531,H2020,H2020-EINFRA-2015-1,E-CAM(2015), Universität Leipzig, Université Pierre et Marie Curie - Paris 6 (UPMC)-Université Paris Diderot - Paris 7 (UPD7)-Institut de Physique du Globe de Paris (IPG Paris)-Centre National de la Recherche Scientifique (CNRS), Muséum national d'Histoire naturelle (MNHN)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut de recherche pour le développement [IRD] : UR206-Centre National de la Recherche Scientifique (CNRS), Università degli Studi di Milano = University of Milan (UNIMI), University of Oxford, University of Oxford-University of Oxford, Service de physique de l'état condensé (SPEC - UMR3680), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Institut Rayonnement Matière de Saclay (IRAMIS), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris-Saclay, and Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-École polytechnique (X)-Centre National de la Recherche Scientifique (CNRS)
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density-functional perturbation theory ,density-functional theory ,frst-principles simulations ,many-body perturbation theory ,Materials Science (all) ,Condensed Matter Physics ,Interoperability ,02 engineering and technology ,molecular-dynamics simulation ,DFT ,01 natural sciences ,functional-perturbation theory ,F321 Solid state Physics ,F342 Quantum Mechanics ,Software ,augmented-wave ,General Materials Science ,Density-functional theory ,first-principles simulations ,generalized gradient approximation ,localized wannier functions ,inhomogeneous electron-gas ,ab-initio calculation ,method ,tight-binding bands ,greens function ,atomic environment ,Quantum ,[PHYS]Physics [physics] ,Condensed Matter - Materials Science ,Suite ,rst-principles simulations ,021001 nanoscience & nanotechnology ,Variety (cybernetics) ,Computer engineering ,Density-Functional Perturbation Theory ,Density-Functional Theory ,First-principles simulations ,Many-body Perturbation Theory ,F320 Chemical Physics ,0210 nano-technology ,Materials science ,F300 Physics ,FOS: Physical sciences ,Settore FIS/03 - Fisica della Materia ,0103 physical sciences ,F200 Materials Science ,010306 general physics ,business.industry ,Materials Science (cond-mat.mtrl-sci) ,Quantum ESPRESSO ,Modular programming ,F100 Chemistry ,F343 Computational Physics ,Perturbation theory (quantum mechanics) ,business - Abstract
Quantum ESPRESSO is an integrated suite of open-source computer codes for quantum simulations of materials using state-of-the art electronic-structure techniques, based on density-functional theory, density-functional perturbation theory, and many-body perturbation theory, within the plane-wave pseudo-potential and projector-augmented-wave approaches. Quantum ESPRESSO owes its popularity to the wide variety of properties and processes it allows to simulate, to its performance on an increasingly broad array of hardware architectures, and to a community of researchers that rely on its capabilities as a core open-source development platform to implement theirs ideas. In this paper we describe recent extensions and improvements, covering new methodologies and property calculators, improved parallelization, code modularization, and extended interoperability both within the distribution and with external software., Comment: Psi-k highlight September 2017: psi-k.net/dowlnload/highlights/Highlight_137.pdf; J. Phys.: Condens. Matter, accepted
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- 2017
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8. Ab initio theory and modeling of water
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Hsin-Yu Ko, Annabella Selloni, Mohan Chen, John P. Perdew, Richard C. Remsing, Marcos F. Calegari Andrade, Xifan Wu, Michael L. Klein, Biswajit Santra, Zhaoru Sun, and Roberto Car
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Ab initio theory ,Ab initio ,FOS: Physical sciences ,Ice Ih ,Condensed Matter - Soft Condensed Matter ,01 natural sciences ,symbols.namesake ,Molecular dynamics ,Computational chemistry ,Physics - Chemical Physics ,0103 physical sciences ,010306 general physics ,Physics::Atmospheric and Oceanic Physics ,Chemical Physics (physics.chem-ph) ,Condensed Matter - Materials Science ,Multidisciplinary ,010304 chemical physics ,Hydrogen bond ,Chemistry ,Materials Science (cond-mat.mtrl-sci) ,Computational Physics (physics.comp-ph) ,Covalent bond ,Chemical physics ,Physical Sciences ,symbols ,Soft Condensed Matter (cond-mat.soft) ,Density functional theory ,van der Waals force ,Physics - Computational Physics - Abstract
Significance Water is vital to our everyday life, but its structure at a molecular level is still not fully understood from either experiment or theory. The latter is hampered by our inability to construct a purely predictive, first principles model. The difficulty in modeling water lies in capturing the delicate interplay among the many strong and weak forces that govern its behavior and phase diagram. Herein, molecular simulations with a recently proposed nonempirical quantum mechanical approach (the SCAN density functional) yield an excellent description of the structural, electronic, and dynamic properties of liquid water. SCAN (strongly constrained and appropriately normed)-based approaches, which describe diverse types of bonds in materials on an equal, accurate footing, will likely enable efficient and reliable modeling of aqueous phase chemistry.
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- 2017
9. Structural properties of water confined by phospholipid membranes
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Giancarlo Franzese, Carles Calero Borallo, Fausto Martelli, Hsin-Yu Ko, and Universitat de Barcelona
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Length scale ,Properties of water ,Materials science ,Physics and Astronomy (miscellaneous) ,Phospholipid ,Hydration ,FOS: Physical sciences ,Nanotechnology ,Membranes (Biology) ,Condensed Matter - Soft Condensed Matter ,010402 general chemistry ,01 natural sciences ,chemistry.chemical_compound ,Membranes (Biologia) ,0103 physical sciences ,010306 general physics ,Phospholipids ,Range (particle radiation) ,Water ,Biological membrane ,0104 chemical sciences ,Hidratació ,Aigua ,Order (biology) ,Membrane ,chemistry ,Chemical physics ,Local environment ,Soft Condensed Matter (cond-mat.soft) ,Fosfolípids - Abstract
Biological membranes are essential for cell life and hydration. Water provides the driving force for the assembly and stability of many cell components. Here, we study the structural properties of water in a phospholipid membrane. We characterize the local structures, inspecting the intermediate range order (IRO) and adopting a sensitive local order metric recently proposed by Martelli et al. that measures and grades the degree of overlap of the local environment with the structures of perfect ice. Close to the membrane, water acquires a high IRO and changes its dynamical properties; i.e., its translational and rotational degrees of freedom slow in a region that extends over ≃ 1 nm from the membrane interface. Surprisingly, we show that at distances as far as ≃ 2.5 nm from the interface, although the bulk-like dynamics are recovered, the IRO of water is still slightly higher than that in the bulk under the same thermodynamic conditions. Therefore, the water-membrane interface has a structural effect at ambient conditions that propagates further than the often-invoked 1-nm length scale. Consequently, this should be considered when analyzing experimental data of water confined by membranes and could help us to understand the role of water in biological systems.
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- 2017
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