The Carbon-Water Interface: Modeling Challenges and Opportunities for the Water-Energy Nexus.

Providing clean water and sufficient affordable energy to all without compromising the environment is a key priority in the scientific community. Many recent studies have focused on carbon-based devices in the hope of addressing this grand challenge, justifying and motivating detailed studies of water in contact with carbonaceous materials. Such studies are becoming increasingly important because of the miniaturization of newly proposed devices, with ubiquitous nanopores, large surface-to-volume ratio, and many, perhaps most of the water molecules in contact with a carbon-based surface. In this brief review, we discuss some recent advances obtained via simulations and experiments in the development of carbon-based materials for applications in water desalination. We suggest possible ways forward, with particular emphasis on the synergistic combination of experiments and simulations, with simulations now sometimes offering sufficient accuracy to provide fundamental insights. We also point the interested reader to recent works that complement our short summary on the state of the art of this important and fascinating field.

[1]  Noreddine Ghaffour,et al.  Technical review and evaluation of the economics of water desalination: Current and future challenges for better water supply sustainability , 2013 .

[2]  A. Reina,et al.  Large area, few-layer graphene films on arbitrary substrates by chemical vapor deposition. , 2009, Nano letters.

[3]  M. Winter,et al.  What are batteries, fuel cells, and supercapacitors? , 2004, Chemical reviews.

[4]  I. Grigorieva,et al.  Unimpeded Permeation of Water Through Helium-Leak–Tight Graphene-Based Membranes , 2011, Science.

[5]  Amish J. Patel,et al.  Extended surfaces modulate hydrophobic interactions of neighboring solutes , 2011, Proceedings of the National Academy of Sciences.

[6]  P. Debenedetti,et al.  Evaporation rate of water in hydrophobic confinement , 2011, Proceedings of the National Academy of Sciences.

[7]  K. Gubbins,et al.  Atomistic models for disordered nanoporous carbons using reactive force fields , 2012 .

[8]  Jörg Behler,et al.  Constructing high‐dimensional neural network potentials: A tutorial review , 2015 .

[9]  Jeffrey C. Grossman,et al.  Nanoporous graphene as a reverse osmosis membrane: Recent insights from theory and simulation , 2015 .

[10]  C. Grigoropoulos,et al.  Fast Mass Transport Through Sub-2-Nanometer Carbon Nanotubes , 2006, Science.

[11]  Volodymyr Babin,et al.  Toward a Universal Water Model: First Principles Simulations from the Dimer to the Liquid Phase. , 2012, The journal of physical chemistry letters.

[12]  Raphael Semiat,et al.  Energy issues in desalination processes. , 2008, Environmental science & technology.

[13]  B. Corry,et al.  Thermostat choice significantly influences water flow rates in molecular dynamics studies of carbon nanotubes , 2015 .

[14]  Francisco Osorio,et al.  Novel Membrane Materials for Reverse Osmosis Desalination , 2014 .

[15]  Mainak Majumder,et al.  Nanoscale hydrodynamics: Enhanced flow in carbon nanotubes , 2005, Nature.

[16]  John A. Thomas,et al.  Water flow in carbon nanotubes: transition to subcontinuum transport. , 2009, Physical review letters.

[17]  P. Taberna,et al.  Anomalous Increase in Carbon Capacitance at Pore Sizes Less Than 1 Nanometer , 2006, Science.

[18]  P. Rossky,et al.  Effect of temperature on the structure and phase behavior of water confined by hydrophobic, hydrophilic, and heterogeneous surfaces. , 2009, The journal of physical chemistry. B.

[19]  H. Christenson Confinement effects on freezing and melting , 2001 .

[20]  Carlos F. Lopez,et al.  Hydrophobicity of protein surfaces: Separating geometry from chemistry , 2008, Proceedings of the National Academy of Sciences.

[21]  A. Michaelides,et al.  Friction of water on graphene and hexagonal boron nitride from ab initio methods: very different slippage despite very similar interface structures. , 2014, Nano letters.

[22]  Ikutaro Hamada,et al.  Adsorption of water on graphene: A van der Waals density functional study , 2012 .

[23]  R. Andrews,et al.  Voltage gated carbon nanotube membranes. , 2007, Langmuir : the ACS journal of surfaces and colloids.

[24]  J. S. Francisco,et al.  Unraveling the mechanism of selective ion transport in hydrophobic subnanometer channels , 2015, Proceedings of the National Academy of Sciences.

[25]  P. Nachtigall,et al.  DFT/CC investigation of physical adsorption on a graphite (0001) surface. , 2010, Physical chemistry chemical physics : PCCP.

[26]  B. Corry,et al.  How does overcoordination create ion selectivity? , 2013, Biophysical chemistry.

[27]  P. Debenedetti,et al.  The role of material flexibility on the drying transition of water between hydrophobic objects: a thermodynamic analysis. , 2014, The Journal of chemical physics.

[28]  M. Parrinello,et al.  Anomalous water diffusion in salt solutions , 2014, Proceedings of the National Academy of Sciences.

[29]  K. Burke Perspective on density functional theory. , 2012, The Journal of chemical physics.

[30]  S. Garde,et al.  Mapping hydrophobicity at the nanoscale: applications to heterogeneous surfaces and proteins. , 2010, Faraday discussions.

[31]  B. Corry,et al.  A mechanical nanogate based on a carbon nanotube for reversible control of ion conduction. , 2014, Nanoscale.

[32]  Miao Zhu,et al.  Selective ion penetration of graphene oxide membranes. , 2013, ACS nano.

[33]  J. Grossman,et al.  Water desalination across nanoporous graphene. , 2012, Nano letters.

[34]  Thomas Bligaard,et al.  Identification of Non-Precious Metal Alloy Catalysts for Selective Hydrogenation of Acetylene , 2008, Science.

[35]  Thomas Melin,et al.  State-of-the-art of reverse osmosis desalination , 2007 .

[36]  B. Sumpter,et al.  Atomistic Insight on the Charging Energetics in Subnanometer Pore Supercapacitors , 2010 .

[37]  P. Taberna,et al.  On the molecular origin of supercapacitance in nanoporous carbon electrodes. , 2012, Nature materials.

[38]  D. Cole,et al.  Factors governing the behaviour of aqueous methane in narrow pores , 2016, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[39]  I. V. Grigorieva,et al.  Precise and Ultrafast Molecular Sieving Through Graphene Oxide Membranes , 2014, Science.

[40]  Michael S Strano,et al.  Coherence Resonance in a Single-Walled Carbon Nanotube Ion Channel , 2010, Science.

[41]  Jean-Louis Barrat,et al.  Influence of wetting properties on hydrodynamic boundary conditions at a fluid/solid interface , 1998 .

[42]  W. Kauzmann Some factors in the interpretation of protein denaturation. , 1959, Advances in protein chemistry.

[43]  H. Park,et al.  Graphene-based membranes – a new opportunity for CO2 separation , 2014 .

[44]  A. Yethiraj,et al.  Self-diffusion and viscosity in electrolyte solutions. , 2012, The journal of physical chemistry. B.

[45]  Menachem Elimelech,et al.  Biofouling in forward osmosis and reverse osmosis: Measurements and mechanisms , 2015 .

[46]  Y. Shim,et al.  Nanoporous carbon supercapacitors in an ionic liquid: a computer simulation study. , 2010, ACS nano.

[47]  Frank H. Stillinger,et al.  Structure in aqueous solutions of nonpolar solutes from the standpoint of scaled-particle theory , 1973 .

[48]  D. Cole,et al.  Aqueous Methane in Slit-Shaped Silica Nanopores: High Solubility and Traces of Hydrates , 2014 .

[49]  A. Ambrosetti,et al.  Including screening in van der Waals corrected density functional theory calculations: the case of atoms and small molecules physisorbed on graphene. , 2014, The Journal of chemical physics.

[50]  Ben Corry,et al.  What have we learnt about the mechanisms of rapid water transport, ion rejection and selectivity in nanopores from molecular simulation? , 2014, Small.

[51]  Volker Presser,et al.  Review on the science and technology of water desalination by capacitive deionization , 2013 .

[52]  W. Goddard,et al.  Entropy and the driving force for the filling of carbon nanotubes with water , 2011, Proceedings of the National Academy of Sciences.

[53]  A. Striolo,et al.  Capacitance enhancement via electrode patterning. , 2013, The Journal of chemical physics.

[54]  Lili Zhang,et al.  Carbon-based materials as supercapacitor electrodes. , 2009, Chemical Society reviews.

[55]  Menachem Elimelech,et al.  Staged reverse osmosis operation: Configurations, energy efficiency, and application potential , 2015 .

[56]  Chao Gao,et al.  Ultrathin Graphene Nanofiltration Membrane for Water Purification , 2013 .

[57]  D. Branton,et al.  Molecule-hugging graphene nanopores , 2013, Proceedings of the National Academy of Sciences.

[58]  Amish J. Patel,et al.  Pathways to dewetting in hydrophobic confinement , 2015, Proceedings of the National Academy of Sciences.

[59]  A. Striolo,et al.  Molecular dynamics simulation of the graphene–water interface: comparing water models , 2014 .

[60]  N. Aluru,et al.  Graphitic carbon-water nonbonded interaction parameters. , 2013, The journal of physical chemistry. B.

[61]  Grégory Pandraud,et al.  DNA translocation through graphene nanopores. , 2010, Nano letters.

[62]  Q. Shao,et al.  Molecular dynamics simulation study of the structural characteristics of water molecules confined in functionalized carbon nanotubes. , 2006, The journal of physical chemistry. B.

[63]  L. Joly Capillary filling with giant liquid/solid slip: dynamics of water uptake by carbon nanotubes. , 2011, The Journal of chemical physics.

[64]  Sony Joseph,et al.  Why are carbon nanotubes fast transporters of water? , 2008, Nano letters.

[65]  Jae-Young Choi,et al.  Selective Gas Transport Through Few-Layered Graphene and Graphene Oxide Membranes , 2013, Science.

[66]  M. Mavrikakis,et al.  Alloy catalysts designed from first principles , 2004, Nature materials.

[67]  A. Biance,et al.  Ultra-sensitive flow measurement in individual nanopores through pressure--driven particle translocation. , 2015, Nanoscale.

[68]  T. Baumann,et al.  Unraveling the potential and pore-size dependent capacitance of slit-shaped graphitic carbon pores in aqueous electrolytes. , 2013, Physical chemistry chemical physics : PCCP.

[69]  A. Striolo,et al.  Simulation insights for graphene-based water desalination membranes. , 2013, Langmuir : the ACS journal of surfaces and colloids.

[70]  M. Parrinello,et al.  Canonical sampling through velocity rescaling. , 2007, The Journal of chemical physics.

[71]  M. Klein,et al.  A systematic study of chloride ion solvation in water using van der Waals inclusive hybrid density functional theory , 2015, 1503.07492.

[72]  B. D. Todd,et al.  How fast does water flow in carbon nanotubes? , 2013, The Journal of chemical physics.

[73]  Peter T. Cummings,et al.  Water Adsorption in Carbon-Slit Nanopores , 2003 .

[74]  Ioannis G. Economou,et al.  Thermodynamic and Transport Properties of H2O + NaCl from Polarizable Force Fields. , 2015, Journal of chemical theory and computation.

[75]  Ronan K. McGovern,et al.  Quantifying the potential of ultra-permeable membranes for water desalination , 2014 .

[76]  A. Striolo Understanding interfacial water and its role in practical applications using molecular simulations , 2014 .

[77]  A. Kornyshev,et al.  F ¨ Ur Mathematik in Den Naturwissenschaften Leipzig towards Understanding the Structure and Capacitance of Electrical Double Layer in Ionic Liquids towards Understanding the Structure and Capacitance of Electrical Double Layer in Ionic Liquids , 2022 .

[78]  E. Trizac,et al.  Liquid friction on charged surfaces: from hydrodynamic slippage to electrokinetics. , 2006, The Journal of chemical physics.

[79]  Jordi Martí,et al.  Structure and dynamics of liquid water adsorbed on the external walls of carbon nanotubes , 2003 .

[80]  Petros Koumoutsakos,et al.  Barriers to superfast water transport in carbon nanotube membranes. , 2013, Nano letters.

[81]  Miao Yu,et al.  Ultrathin, Molecular-Sieving Graphene Oxide Membranes for Selective Hydrogen Separation , 2013, Science.

[82]  K. Jordan,et al.  Benchmark calculations of water-acene interaction energies: Extrapolation to the water-graphene limit and assessment of dispersion-corrected DFT methods. , 2010, Physical chemistry chemical physics : PCCP.

[83]  Haiping Fang,et al.  Blockage of Water Flow in Carbon Nanotubes by Ions Due to Interactions between Cations and Aromatic Rings. , 2015, Physical review letters.

[84]  S. Hasan,et al.  Recent applications of nanomaterials in water desalination: A critical review and future opportunities , 2015 .

[85]  Joseph G Jacangelo,et al.  Emerging desalination technologies for water treatment: a critical review. , 2015, Water research.

[86]  Modeling the selective partitioning of cations into negatively charged nanopores in water. , 2007, The Journal of chemical physics.

[87]  A. Striolo Water self-diffusion through narrow oxygenated carbon nanotubes , 2007 .

[88]  Richard L. Stover,et al.  Seawater reverse osmosis with isobaric energy recovery devices , 2007 .

[89]  A. Striolo From Interfacial Water to Macroscopic Observables: A Review , 2011 .

[90]  L. Bocquet,et al.  Hydrodynamic boundary conditions, correlation functions, and Kubo relations for confined fluids. , 1994, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[91]  Y. Gogotsi,et al.  Materials for electrochemical capacitors. , 2008, Nature materials.

[92]  Juan G. Santiago,et al.  Capacitive desalination with flow-through electrodes , 2012 .

[93]  G. Ceder,et al.  Identification of cathode materials for lithium batteries guided by first-principles calculations , 1998, Nature.

[94]  K. Jordan,et al.  Evaluation of theoretical approaches for describing the interaction of water with linear acenes. , 2011, The journal of physical chemistry. A.

[95]  M. Biener,et al.  Partition and Structure of Aqueous NaCl and CaCl2 Electrolytes in Carbon-Slit Electrodes , 2013 .

[96]  N. Aluru,et al.  Molecular and continuum hydrodynamics in graphene nanopores , 2013 .

[97]  Haitao Liu,et al.  Effect of airborne contaminants on the wettability of supported graphene and graphite. , 2013, Nature materials.

[98]  Seeram Ramakrishna,et al.  Carbon nanotube membranes for water purification: A bright future in water desalination , 2014 .

[99]  S. Chakraborty,et al.  Electrokinetic energy conversion in nanofluidic channels: Addressing the loose ends in nanodevice efficiency , 2014, Electrophoresis.

[100]  M. Schütz,et al.  On the physisorption of water on graphene: a CCSD(T) study. , 2011, Physical chemistry chemical physics : PCCP.

[101]  E. Wang,et al.  Adsorption and diffusion of water on graphene from first principles , 2011 .

[102]  D. Chandler,et al.  Coarse-grained modeling of the interface between water and heterogeneous surfaces. , 2008, Faraday discussions.

[103]  Eric M.V. Hoek,et al.  A review of water treatment membrane nanotechnologies , 2011 .

[104]  J. Carrasco,et al.  A molecular perspective of water at metal interfaces. , 2012, Nature materials.

[105]  Neil Peterman,et al.  DNA translocation through graphene nanopores. , 2010, Nano letters.

[106]  F. Detcheverry,et al.  Optimizing water permeability through the hourglass shape of aquaporins , 2013, Proceedings of the National Academy of Sciences.

[107]  G. Patey,et al.  Simulations of water transport through carbon nanotubes: how different water models influence the conduction rate. , 2014, The Journal of chemical physics.

[108]  P. Kiss,et al.  A new polarizable force field for alkali and halide ions. , 2014, The Journal of chemical physics.

[109]  T. Arnot,et al.  A review of reverse osmosis membrane materials for desalinationDevelopment to date and future poten , 2011 .

[110]  Fast diffusion of water nanodroplets on graphene. , 2016, Nature materials.

[111]  M. Gillan,et al.  Perspective: How good is DFT for water? , 2016, The Journal of chemical physics.

[112]  E. Wang,et al.  Wettability of graphene. , 2013, Nano letters.

[113]  Felix Sedlmeier,et al.  Molecular origin of fast water transport in carbon nanotube membranes: superlubricity versus curvature dependent friction. , 2010, Nano letters.

[114]  D. Papavassiliou,et al.  Liquid water can slip on a hydrophilic surface , 2011, Proceedings of the National Academy of Sciences.

[115]  Yunfeng Shi,et al.  Modeling the structural evolution of carbide-derived carbons using quenched molecular dynamics , 2010 .

[116]  E. Wang,et al.  Nature of proton transport in a water-filled carbon nanotube and in liquid water. , 2013, Physical chemistry chemical physics : PCCP.

[117]  J. Barrat,et al.  On the Green-Kubo relationship for the liquid-solid friction coefficient. , 2013, The Journal of chemical physics.

[118]  Yunfeng Shi,et al.  Wetting transparency of graphene. , 2012, Nature materials.

[119]  Yilun Liu,et al.  Water transport inside carbon nanotubes mediated by phonon-induced oscillating friction. , 2015, Nature nanotechnology.

[120]  M. Elimelech,et al.  The Future of Seawater Desalination: Energy, Technology, and the Environment , 2011, Science.

[121]  Petros Koumoutsakos,et al.  On the Water−Carbon Interaction for Use in Molecular Dynamics Simulations of Graphite and Carbon Nanotubes , 2003 .

[122]  Y. Oren,et al.  Capacitive deionization (CDI) for desalination and water treatment — past, present and future (a review) , 2008 .

[123]  N. Chopra,et al.  Mass transport through carbon nanotube membranes in three different regimes: ionic diffusion and gas and liquid flow. , 2011, ACS nano.

[124]  M. Busch,et al.  Reducing energy consumption in seawater desalination , 2004 .

[125]  Ji Feng,et al.  Influence of water on the electronic structure of metal supported graphene: Insight from van der Waals density functional theory , 2012 .

[126]  A. Striolo,et al.  Aqueous NaCl Solutions within Charged Carbon-Slit Pores: Partition Coefficients and Density Distributions from Molecular Dynamics Simulations , 2011 .

[127]  Yulong Ying,et al.  Salt concentration, pH and pressure controlled separation of small molecules through lamellar graphene oxide membranes. , 2013, Chemical communications.

[128]  The end of nanochannels , 2011, 1107.3081.

[129]  Yapu Zhao,et al.  Measurement of the rate of water translocation through carbon nanotubes. , 2011, Nano letters.

[130]  A. Striolo,et al.  Polarizability effects in molecular dynamics simulations of the graphene-water interface. , 2013, The Journal of chemical physics.

[131]  J. Carrasco,et al.  A Molecular Perspective of Water at Metal Interfaces , 2012 .

[132]  Gábor Csányi,et al.  Gaussian approximation potentials: A brief tutorial introduction , 2015, 1502.01366.

[133]  P. Simon,et al.  Simulating Supercapacitors: Can We Model Electrodes As Constant Charge Surfaces? , 2013, The journal of physical chemistry letters.

[134]  K. Gubbins,et al.  Effect of temperature on the adsorption of water in porous carbons. , 2005, Langmuir : the ACS journal of surfaces and colloids.

[135]  D. Chandler,et al.  Hydrophobicity at Small and Large Length Scales , 1999 .

[136]  Jae Kwan Lee,et al.  Molecular engineering of organic sensitizers for solar cell applications. , 2006, Journal of the American Chemical Society.

[137]  Costas Papadimitriou,et al.  Bayesian uncertainty quantification and propagation in molecular dynamics simulations: a high performance computing framework. , 2012, The Journal of chemical physics.

[138]  P. Rossky,et al.  Evaporation Length Scales of Confined Water and Some Common Organic Liquids , 2011 .

[139]  D. Chandler Interfaces and the driving force of hydrophobic assembly , 2005, Nature.

[140]  A. Striolo The mechanism of water diffusion in narrow carbon nanotubes. , 2006, Nano letters.

[141]  M. Parrinello,et al.  Aqueous solutions: state of the art in ab initio molecular dynamics , 2014, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[142]  Marc A. Anderson,et al.  Capacitive deionization as an electrochemical means of saving energy and delivering clean water. Comparison to present desalination practices: Will it compete? , 2010 .

[143]  B. Berne,et al.  Dewetting-induced collapse of hydrophobic particles , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[144]  Alessio Alexiadis,et al.  Molecular simulation of water in carbon nanotubes. , 2008, Chemical reviews.

[145]  B. Berne,et al.  Hydrophobic Interactions and Dewetting between Plates with Hydrophobic and Hydrophilic Domains , 2008, 0810.2049.

[146]  N. Aluru,et al.  Ion transport in sub-5-nm graphene nanopores. , 2014, The Journal of chemical physics.

[147]  C. Hansen Hansen Solubility Parameters: A User's Handbook , 1999 .

[148]  S. Stankovich,et al.  Preparation and characterization of graphene oxide paper , 2007, Nature.

[149]  J. Hall Access resistance of a small circular pore , 1975, The Journal of general physiology.

[150]  H. C. Kang,et al.  Squeezing water clusters between graphene sheets: energetics, structure, and intermolecular interactions. , 2014, Physical chemistry chemical physics : PCCP.

[151]  Jing Kong,et al.  Selective ionic transport through tunable subnanometer pores in single-layer graphene membranes. , 2014, Nano letters.

[152]  Francois Gygi,et al.  Water confined in nanotubes and between graphene sheets: a first principle study. , 2008, Journal of the American Chemical Society.

[153]  G. Belfort,et al.  A new combinatorial method for synthesizing, screening, and discovering antifouling surface chemistries. , 2015, ACS applied materials & interfaces.

[154]  C. Vega,et al.  Solubility of NaCl in water by molecular simulation revisited. , 2012, The Journal of chemical physics.

[155]  K. Gubbins,et al.  Molecular modeling of porous carbons using the hybrid reverse Monte Carlo method. , 2006, Langmuir : the ACS journal of surfaces and colloids.

[156]  B. C. Garrett,et al.  Ions at the Air/Water Interface , 2004, Science.

[157]  Young Mi Kim,et al.  Molecular dynamics simulations in membrane-based water treatment processes: A systematic overview , 2013 .

[158]  C. Ybert,et al.  Large permeabilities of hourglass nanopores: from hydrodynamics to single file transport. , 2014, The Journal of chemical physics.

[159]  Baoxia Mi,et al.  Enabling graphene oxide nanosheets as water separation membranes. , 2013, Environmental science & technology.

[160]  J. Klimeš,et al.  Perspective: Advances and challenges in treating van der Waals dispersion forces in density functional theory. , 2012, The Journal of chemical physics.

[161]  Benny D. Freeman,et al.  Reverse osmosis desalination: water sources, technology, and today's challenges. , 2009, Water research.

[162]  Amir Barati Farimani,et al.  Water desalination with a single-layer MoS2 nanopore , 2015, Nature Communications.

[163]  Gerhard Hummer,et al.  Osmotic water transport through carbon nanotube membranes , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[164]  Luda Wang,et al.  Selective molecular sieving through porous graphene. , 2012, Nature nanotechnology.

[165]  G. Hummer,et al.  Water conduction through the hydrophobic channel of a carbon nanotube , 2001, Nature.

[166]  S. Cabrini,et al.  Nanofluidic Transport through Isolated Carbon Nanotube Channels: Advances, Controversies, and Challenges , 2015, Advanced materials.

[167]  E. Charlaix,et al.  Nanofluidics, from bulk to interfaces. , 2009, Chemical Society reviews.

[168]  A. Striolo,et al.  Promising Performance Indicators for Water Desalination and Aqueous Capacitors Obtained by Engineering the Electric Double Layer in Nano-Structured Carbon Electrodes , 2015 .

[169]  K. Jordan,et al.  DF-DFT-SAPT Investigation of the Interaction of a Water Molecule to Coronene and Dodecabenzocoronene: Implications for the Water−Graphite Interaction , 2009 .

[170]  Erich A. Müller,et al.  Purification of water through nanoporous carbon membranes: a molecular simulation viewpoint , 2013 .

[171]  A. Panagiotopoulos,et al.  Temperature-dependent solubilities and mean ionic activity coefficients of alkali halides in water from molecular dynamics simulations. , 2015, The Journal of chemical physics.

[172]  Thomas D. Kühne,et al.  Many‐body dispersion interactions for periodic systems based on maximally localized Wannier functions: Application to graphene/water systems , 2016 .

[173]  J. Kong,et al.  Nanofiltration across Defect-Sealed Nanoporous Monolayer Graphene. , 2015, Nano letters.

[174]  Alberto Striolo,et al.  Simulated water adsorption in chemically heterogeneous carbon nanotubes. , 2006, The Journal of chemical physics.

[175]  Suman Chakraborty,et al.  Effect of presence of salt on the dynamics of water in uncharged nanochannels. , 2013, The Journal of chemical physics.

[176]  G. Eda,et al.  Chemically Derived Graphene Oxide: Towards Large‐Area Thin‐Film Electronics and Optoelectronics , 2010, Advanced materials.

[177]  P. Cummings,et al.  Aqua ions-graphene interfacial and confinement behavior: insights from isobaric-isothermal molecular dynamics. , 2011, The journal of physical chemistry. A.

[178]  P. M. Biesheuvel,et al.  Water Desalination with Wires. , 2012, The journal of physical chemistry letters.

[179]  Daniel G. Anderson,et al.  Combinatorial synthesis with high throughput discovery of protein-resistant membrane surfaces. , 2013, Biomaterials.

[180]  C. Vega,et al.  What ice can teach us about water interactions: a critical comparison of the performance of different water models. , 2009, Faraday discussions.

[181]  A. Reina,et al.  Growth of large-area single- and Bi-layer graphene by controlled carbon precipitation on polycrystalline Ni surfaces , 2009, 0906.2236.

[182]  R. Netz,et al.  Ultralow liquid/solid friction in carbon nanotubes: comprehensive theory for alcohols, alkanes, OMCTS, and water. , 2012, Langmuir : the ACS journal of surfaces and colloids.