Charles W Monroe

Charles W Monroe

University of Oxford

H-index: 38

Europe-United Kingdom

About Charles W Monroe

Charles W Monroe, With an exceptional h-index of 38 and a recent h-index of 32 (since 2020), a distinguished researcher at University of Oxford, specializes in the field of Electrochemical Engineering.

His recent articles reflect a diverse array of research interests and contributions to the field:

Influence of contouring the lithium metal/solid electrolyte interface on the critical current for dendrites

Drivers of membrane fouling in the vanadium acetylacetonate flow battery

Finite element methods for multicomponent convection-diffusion

Multi-Week Cycling of a Nonaqueous Flow Battery Using Tris-Bipyridine Iron (II) Triflate without Additional Supporting Electrolyte

Overpotential from Cosolvent Imbalance in Battery Electrolytes: LiPF6 in EMC:EC

Effect of Solvent Segregation on the Performance of Lithium-Ion Batteries

Compressibility of Lithium Hexafluorophosphate Solutions in Two Carbonate Solvents

Lithium-ion battery performance model including solvent segregation effects

Charles W Monroe Information

University

University of Oxford

Position

Associate Professor

Citations(all)

7482

Citations(since 2020)

4603

Cited By

4618

hIndex(all)

38

hIndex(since 2020)

32

i10Index(all)

67

i10Index(since 2020)

61

Email

University Profile Page

University of Oxford

Charles W Monroe Skills & Research Interests

Electrochemical Engineering

Top articles of Charles W Monroe

Influence of contouring the lithium metal/solid electrolyte interface on the critical current for dendrites

Authors

Shengming Zhang,Bingkun Hu,Zeyang Geng,Xiangwen Gao,Dominic Spencer-Jolly,Dominic LR Melvin,Ziyang Ning,Guanchen Li,Max Jenkins,Longlong Wang,Hui Gao,Shengda D Pu,T James Marrow,Charles W Monroe,Peter G Bruce

Journal

Energy & Environmental Science

Published Date

2024

Contouring or structuring of the lithium/ceramic electrolyte interface and therefore increasing its surface area has been considered as a possible strategy to increase the charging current in solid-state batteries without lithium dendrite formation and short-circuit. By coupling together lithium deposition kinetics and the me chanics of lithium creep within calculations of the current distribution at the interface, and leveraging a model for lithium dendrite growth, we show that efforts to avoid dendrites on charging by increasing the interfacial surface area come with significant limitations associated with the topography of rough surfaces. These limitations are sufficiently severe such that it is very unlikely contouring could increase charging currents while avoiding dendrites and short-circuit to the levels required. For example, we show a sinusoidal surface topography can only raise the charging current before dendrites occur by …

Drivers of membrane fouling in the vanadium acetylacetonate flow battery

Authors

Rohit Rungta,Kirk P Smith,Charles W Monroe

Journal

Journal of Membrane Science Letters

Published Date

2024/6/1

Abstract Vanadium acetylacetonate (V (acac) 3) disproportionation electrochemistry promises a crossover-tolerant, high-voltage flow battery, but exhibits low efficiency and short cycle life. We show that membrane fouling, rather than a parasitic side reaction, dominates early performance fade. Crossover rates through porous membranes were estimated from voltage transients with an adaptive observer while cycling flow-through reactors. For 0. 1 M V (acac) 3 and 0. 3 M TEABF 4 in acetonitrile flowed countercurrently at 5. 0 cm s− 1 parallel to the separator, fresh Daramic 175 and Celgard 4650 afforded active-species mass-transfer coefficients of 3. 8 μ m s− 1 and 7. 5 μ m s− 1, respectively, which decreased and became non-Fickian as cycling progressed. At±10 mA cm− 2 from 0%–20% state of charge, voltage efficiency with Celgard fell from 96% to 60% over 27 cycles. Separator replacement restored the …

Finite element methods for multicomponent convection-diffusion

Authors

Francis RA Aznaran,Patrick E Farrell,Charles W Monroe,Alexander J Van-Brunt

Journal

arXiv preprint arXiv:2208.11949

Published Date

2022/8/25

We develop finite element methods for coupling the steady-state Onsager--Stefan--Maxwell equations to compressible Stokes flow. These equations describe multicomponent flow at low Reynolds number, where a mixture of different chemical species within a common thermodynamic phase is transported by convection and molecular diffusion. Developing a variational formulation for discretizing these equations is challenging: the formulation must balance physical relevance of the variables and boundary data, regularity assumptions, tractability of the analysis, enforcement of thermodynamic constraints, ease of discretization, and extensibility to the transient, anisothermal, and non-ideal settings. To resolve these competing goals, we employ two augmentations: the first enforces the mass-average constraint in the Onsager--Stefan--Maxwell equations, while its dual modifies the Stokes momentum equation to enforce symmetry. Remarkably, with these augmentations we achieve a Picard linearization of symmetric saddle point type, despite the equations not possessing a Lagrangian structure. Exploiting the structure of linear irreversible thermodynamics, we prove the inf-sup condition for this linearization, and identify finite element function spaces that automatically inherit well-posedness. We verify our error estimates with a numerical example, and illustrate the application of the method to non-ideal fluids with a simulation of the microfluidic mixing of hydrocarbons.

Multi-Week Cycling of a Nonaqueous Flow Battery Using Tris-Bipyridine Iron (II) Triflate without Additional Supporting Electrolyte

Authors

Kirk P Smith,Rohit Rungta,Andrew A Wang,Charles W Monroe

Journal

Journal of The Electrochemical Society

Published Date

2023/6/6

Tris-bipyridine iron (II) triflate was synthesized and used as an active species to demonstrate a symmetric disproportionation redox-flow-battery chemistry that works without a supporting electrolyte. Solutions of this coordination complex salt (0.1 M in acetonitrile), in which the cation provides the redox activity, were qualitatively characterized with cyclic voltammetry and used to perform extended full-cell charge/discharge cycling and impedance testing in reactors containing a porous Daramic 175 separator membrane. The cell, based on 10 ml reservoirs of active liquid, survived for more than eight hundred cycles, with charge/discharge cycling taking place over a period of more than two weeks. Four cycling protocols were evaluated to investigate the effects of applied current and depth-of-discharge on cell performance. The system allows for hundreds of cycles above 50% state-of-charge and is capable of exceeding …

Overpotential from Cosolvent Imbalance in Battery Electrolytes: LiPF6 in EMC:EC

Authors

Taeho Jung,Andrew A Wang,Charles W Monroe

Journal

ACS Omega

Published Date

2023/5/26

Most liquid lithium-ion-battery electrolytes incorporate cosolvent blends, but the dominant electrochemical transport models adopt a single-solvent approximation, which assumes in part that nonuniform cosolvent ratios do not affect cell voltage. For the popular electrolyte formulation based on ethyl-methyl carbonate (EMC), ethylene carbonate (EC), and LiPF6, we perform measurements with fixed-reference concentration cells, finding appreciable liquid-junction potentials when only the cosolvent ratio is polarized. A previously reported junction-potential correlation for EMC:LiPF6 is extended to cover much of the ternary composition space. We propose a transport model for EMC:EC:LiPF6 solutions grounded in irreversible thermodynamics. Thermodynamic factors and transference numbers are entwined in liquid-junction potentials, but concentration-cell measurements determine observable material properties we …

Effect of Solvent Segregation on the Performance of Lithium-Ion Batteries

Authors

Ruihe Li,Simon EJ O'Kane,Andrew Wang,Taeho Jung,Monica Marinescu,Charles W Monroe,Gregory James Offer

Journal

Electrochemical Society Meeting Abstracts 244

Published Date

2023/12/22

The pseudo two-dimensional (P2D) model is one of the most powerful tools in modelling lithium-ion batteries (LIBs) 1, in that it can describe the complex electrochemical and thermal behaviours of LIBs with high fidelity yet maintain relatively high computing efficiency. To achieve that, many assumptions have been made, one of which is the single solvent assumption. However, most electrolytes used in LIBs uses multiple solvents to balance the requirements of conductivity, diffusivity and viscosity 2. Therefore, the single solvent assumption indicates that all solvents move as a single entity.However, previous experimental studies have shown that Li+ preferentially attracts cyclic carbonates (like ethylene carbonate, EC) rather than linear carbonates (such as ethyl-methyl carbonate, EMC) to form ion-solvent clusters 3. During charge/discharge, ion-solvent clusters move between the positive and negative electrodes to …

Compressibility of Lithium Hexafluorophosphate Solutions in Two Carbonate Solvents

Authors

Andrew A Wang,Delia Persa,Sara Helin,Kirk P Smith,Jason L Raymond,Charles W Monroe

Journal

Journal of Chemical & Engineering Data

Published Date

2023/3/14

Speed-of-sound measurements are performed to establish how the isentropic bulk modulus Ks of the electrolyte system comprising lithium hexafluorophospate (LiPF6) in blends of propylene carbonate (PC) and ethyl methyl carbonate (EMC) varies with salt molality m, mass fraction of PC in the PC:EMC cosolvent f, and temperature T. Bulk moduli are calculated by combining acoustic time-of-flight data between parallel walls of a liquid-filled cuvette with densitometric data for a sequence of binary and ternary salt solutions. Correlations are presented to yield Ks (m, f, T) accurately for nine compositions spanning the range m = 0–2 mol kg–1 and f = 0–1, at temperatures T ranging from 283.15 to 313.15 K. Electrolyte compressibility varies most with solvent ratio, followed by salt content and temperature, with Ks ranging from 1 to 3 GPa. Composition-dependent acoustical properties elucidate the nature of speciation and …

Lithium-ion battery performance model including solvent segregation effects

Authors

Ruihe Li,Simon O'Kane,Andrew Wang,Taeho Jung,Niall Kirkaldy,Monica Marinescu,Charles W Monroe,Gregory J Offer

Journal

arXiv preprint arXiv:2311.05467

Published Date

2023/11/9

A model of a lithium-ion battery containing a cosolvent electrolyte is developed and implemented within the open-source PyBaMM platform. Lithium-ion electrolytes are essential to battery operation and normally contain at least two solvents to satisfy performance requirements. The widely used Doyle-Fuller-Newman battery model assumes that the electrolyte comprises a salt dissolved in a single effective solvent, however. This single-solvent approximation has been disproved experimentally and may hinder accurate battery modelling. Here, we present a two-solvent model that resolves the transport of ethylene carbonate (EC) and lithium salt in a background linear carbonate. EC concentration polarization opposes that of Li+ during cycling, affecting local electrolyte properties and cell-level overpotentials. Concentration gradients of Li+ can be affected by cross-diffusion, whereby EC gradients enhance or impede salt flux. A rationally parametrized model that includes EC transport predicts 6% more power loss at 4.5C discharge and ~0.32% more capacity loss after a thousand 1C cycles than its single-solvent equivalent. This work provides a tool to model more transport behaviour in the electrolyte that may affect degradation and enables the transfer of microscopic knowledge about solvation structure-dependent performance to the macroscale.

Structural electroneutrality in Onsager–Stefan–Maxwell transport with charged species

Authors

Alexander Van-Brunt,Patrick E Farrell,Charles W Monroe

Journal

Electrochimica Acta

Published Date

2023/2/10

We present a method to embed local electroneutrality within Onsager–Stefan–Maxwell electrolytic-transport models, circumventing their formulation as differential systems with an algebraic constraint. Flux-explicit transport laws are developed for general multicomponent electrolytes, in which the ionic conductivity, component diffusivities, and transference numbers relate to Stefan–Maxwell coefficients through invertible matrix calculations. A construction we call a ‘salt–charge basis’ implements Guggenheim’s transformation of species electrochemical potentials into combinations describing a minimal set of neutral components, leaving a unique combination associated with electricity. Defining conjugate component concentrations and fluxes that preserve the structures of the Gibbs function and energy dissipation retains symmetric Onsager reciprocal relations. The framework reproduces Newman’s constitutive laws …

Laplace Transform Methods for Transient Diffusion; or, Some Good Questions from Ralph White

Authors

Charles W Monroe

Journal

Journal of The Electrochemical Society

Published Date

2023/9/20

Motivated by years of correspondence with Prof. Ralph White, I discuss two unconventional ways to solve diffusion problems with Laplace transforms. A method to derive error-function series, alternatives to Fourier series that converge rapidly and avoid the Gibbs phenomenon at short times, is illustrated by example. It is shown how Mittag-Leffler partial-fractions expansions can facilitate derivations of Fourier-series solutions from the same starting point. Several basic problems pertinent to electrochemical transport are analyzed, culminating in the development of a modified Cottrell equation applicable to thin films of unsupported electrolytic solutions sandwiched between planar electrodes.

Cycling and EIS data for" Multi-week cycling of a nonaqueous flow battery using tris-bipyridine iron (II) triflate without additional supporting electrolyte"

Authors

KP Smith,R Rungta,A Wang,C Monroe

Published Date

2023

2.00000E-01,4.39854E-02,2.48028E+00 4.00000E-01,4.40286E-02,2.49459E+00 6.00000E-01,4.40399E-02,2.49811E+00 8.00000E-01,4.40447E-02,2.50044E+00 1.00000E+00,4.40483E-02,2.50360E+00 1.20000E+00,4.40489E-02,2.50518E+00 1.40000E+00,4.40509E-02,2.50620E+00 1.60000E+00,4.40531E-02,2.50732E+00 1.80000E+00,4.40528E-02,2.50820E+00 2.00000E+00,4.40543E-02,2.51126E+00 2.20000E+00,4.40544E-02,2.51493E+00 2.40000E+00,4.40548E-02,2.51669E+00 2.60000E+00,4.40559E-02,2.51794E+00 2.80000E+00,4.40562E-02,2.51936E+00 3.00000E+00,4.40564E-02,2.52196E+00 3.20000E+00,4.40568E-02,2.52574E+00 3.40000E+00,4.40567E-02,2.52977E+00 3.60000E+00,4.40570E-02,2.53270E+00 3.80000E+00,4.40574E-02,2.53359E+00 4.00000E+00,4.40571E-02,2.53511E+00 4.20000E+00,4.40572E-02,2.53623E+00 4.40000E+00,4.40571E-02,2.53862E+…

Dendrite initiation and propagation in lithium metal solid-state batteries

Authors

Ziyang Ning,Guanchen Li,Dominic LR Melvin,Yang Chen,Junfu Bu,Dominic Spencer-Jolly,Junliang Liu,Bingkun Hu,Xiangwen Gao,Johann Perera,Chen Gong,Shengda D Pu,Shengming Zhang,Boyang Liu,Gareth O Hartley,Andrew J Bodey,Richard I Todd,Patrick S Grant,David EJ Armstrong,T James Marrow,Charles W Monroe,Peter G Bruce

Journal

Nature

Published Date

2023/6/8

All-solid-state batteries with a Li anode and ceramic electrolyte have the potential to deliver a step change in performance compared with today’s Li-ion batteries,. However, Li dendrites (filaments) form on charging at practical rates and penetrate the ceramic electrolyte, leading to short circuit and cell failure,. Previous models of dendrite penetration have generally focused on a single process for dendrite initiation and propagation, with Li driving the crack at its tip, , , –. Here we show that initiation and propagation are separate processes. Initiation arises from Li deposition into subsurface pores, by means of microcracks that connect the pores to the surface. Once filled, further charging builds pressure in the pores owing to the slow extrusion of Li (viscoplastic flow) back to the surface, leading to cracking. By contrast, dendrite propagation occurs by wedge opening, with Li driving the dry crack from the rear, not the tip …

Stefan-Maxwell diffusivities in concentrated multi-species transport, and the Onsager's regression hypothesis.

Authors

Maxim Zyskin,Charles Monroe

Journal

APS March Meeting Abstracts

Published Date

2023

Stefan-Maxwell diffusivities play an important role in continuum models of multi-species transport because they describe drag between different species, as well as the entropy production rate. We investigate a lesser-known computational method for determining Stefan-Maxwell diffusivities that is better suited to the concentrated-solution regime. The method is based on Onsager's regression hypothesis, which in Casimir's interpretation states that autocorrelation functions of fluctuating quantities satisfy, in the linearized approximation, corresponding continuum model equations. We test this conjecture by comparing analytic computations of Stefan-Maxwell diffusivities for mixtures of Lennard-Jones gases, based on high-order expansions of the Enskog type, with molecular dynamics simulations that extract the same diffusivities from autocorrelation functions of Fourier-transformed species densities. We also compare …

Anisotropic Thermal Characterisation of Large‐Format Lithium‐Ion Pouch Cells

Authors

Jie Lin,Howie N Chu,Charles W Monroe,David A Howey

Journal

Batteries & Supercaps

Published Date

2022/5

Temperature strongly impacts battery performance, safety and durability, but modelling heat transfer requires accurately measured thermal properties. Herein we propose new approaches to characterise the heat capacity and anisotropic thermal‐conductivity components for lithium‐ion pouch cells. Heat capacity was estimated by applying Newton's law of cooling to an insulated container within which the cell was submerged in warmed dielectric fluid. Thermal conductivity was quantified by heating one side of the cell and measuring the opposing temperature distribution with infra‐red thermography, then inverse modelling with the anisotropic heat equation. Experiments were performed on commercial 20 Ah lithium iron phosphate (LFP) pouch cells. At 100 % state‐of‐charge (SOC), the heat capacity of a 489 g, 224 mL pouch cell was 541 J K−1. The through‐plane and in‐plane thermal conductivities were …

Higher corrections of the Ilkovich equation

Authors

S Jon Chapman,Charles W Monroe,Shiv Krishna Madi Reddy,Alexander Van-Brunt,Ralph E White

Journal

Journal of Electroanalytical Chemistry

Published Date

2022/11/15

A short-time asymptotic analysis is performed to establish corrections of the Ilkovich equation, which describes the polarographic response of a dropping mercury electrode. The convective diffusion equation governing diffusion limited reactant flux for small drop times is solved by a regular perturbation based on powers of the sixth root of time. This produces a framework within which higher terms of the Ilkovich equation can be derived systematically. As well as reproducing Ilkovich’s original formula and verifying Newman’s correction of Koutecky’s first-order term, we calculate the second-order term for the first time. The calculation is compared to the Newman–Levich procedure and tested against numerical simulations with finite-element software.

Consolidated theory of fluid thermodiffusion

Authors

Alexander Van‐Brunt,Patrick E Farrell,Charles W Monroe

Journal

AIChE Journal

Published Date

2022/5

We present the Onsager–Stefan–Maxwell thermodiffusion equations, which account for the Soret and Dufour effects in multicomponent fluids. Unlike transport laws derived from kinetic theory, this framework preserves the structure of the isothermal Stefan–Maxwell equations, separating the thermodynamic forces that drive diffusion from the force that drives heat flow. The Onsager–Stefan–Maxwell transport‐coefficient matrix is symmetric, and the second law of thermodynamics imbues it with simple spectral characteristics. This new approach allows for heat to be considered as a pseudo‐species and proves equivalent to both the intuitive extension of Fick's law and the generalized Stefan–Maxwell equations popularized by Bird, Stewart, and Lightfoot. A general inversion process facilitates the unique formulation of flux‐explicit transport equations relative to any choice of convective reference velocity. Stefan–Maxwell …

Augmented saddle-point formulation of the steady-state Stefan–Maxwell diffusion problem

Authors

Alexander Van-Brunt,Patrick E Farrell,Charles W Monroe

Journal

IMA Journal of Numerical Analysis

Published Date

2022/10

We investigate structure-preserving finite element discretizations of the steady-state Stefan–Maxwell diffusion problem, which governs mass transport within a phase consisting of multiple species. An approach inspired by augmented Lagrangian methods allows us to construct a symmetric positive definite augmented Onsager transport matrix, which in turn leads to an effective numerical algorithm. We prove inf-sup conditions for the continuous and discrete linearized systems and obtain error estimates for a phase consisting of an arbitrary number of species. The discretization preserves the thermodynamically fundamental Gibbs–Duhem equation to machine precision independent of mesh size. The results are illustrated with numerical examples, including an application to modelling the diffusion of oxygen, carbon dioxide, water vapour and nitrogen in the lungs.

TiO2 as Second Phase in Na3Zr2Si2PO12 to Suppress Dendrite Growth in Sodium Metal Solid‐State Batteries

Authors

Zhonghui Gao,Jiayi Yang,Guanchen Li,Thimo Ferber,Junrun Feng,Yuyu Li,Haoyu Fu,Wolfram Jaegermann,Charles W Monroe,Yunhui Huang

Journal

Advanced Energy Materials

Published Date

2022/3

Solid‐state sodium–metal batteries will not achieve reasonable power density without electrolytes that solve the dendrite (filamentation) problem. Metal‐filament formation during plating at ceramic/metal interfaces can cause electrical failure by internal short‐circuit or mechanical failure by electrolyte fracture. Herein, an Na3Zr2Si2PO12 (NZSP) sodium‐ion‐conducting NASICON electrolyte in which TiO2 is incorporated as an additive is presented, leading to a two‐phase composite NZSP(TiO2) with improved density, Young's modulus, hardness, grain structure, and bulk permittivity. These features of NZSP(TiO2) suppress dendrite growth along grain boundaries, microcracks, and micropores. As well as demonstrating ultralow ceramic/Na kinetic resistance with electrochemical measurements, X‐ray photoelectron spectroscopy is performed to probe interfacial reaction mechanisms. The TiO2 phase forms within grain …

Current-driven solvent segregation in lithium-ion electrolytes

Authors

Andrew A Wang,Samuel Greenbank,Guanchen Li,David A Howey,Charles W Monroe

Journal

Cell Reports Physical Science

Published Date

2022/9/8

Liquid lithium-battery electrolytes universally incorporate at least two solvents to balance conductivity and viscosity. Almost all continuum models treat cosolvent systems such as ethylene carbonate:ethyl-methyl carbonate (EC:EMC) as single entities whose constituents travel with identical velocities. We test this "single-solvent approximation" by subjecting LiPF6:EC:EMC blends to constant-current polarization in Hittorf experiments. A Gaussian process regression model trained on physicochemical properties quantifies changes in composition across the Hittorf cell. EC and EMC are found to migrate at noticeably different rates under applied current, demonstrating conclusively that the single-solvent approximation is violated and that polarization of salt concentration is anticorrelated with that of EC. Simulations show extreme solvent segregation near electrode/liquid interfaces: a 5% change in EC:EMC ratio, post …

Stefan-Maxwell diffusivities of gas mixtures and liquid electrolytes.

Authors

Maxim Zyskin,Charles Monroe

Journal

APS March Meeting Abstracts

Published Date

2022

Stefan-Maxwell diffusivites describe drag created by relative motion of components in continuum multi-species transport models. They are key phenomenological parameters within the concentrated-solution theory of liquid electrolytes, which is important in battery modeling. In general, Stefan-Maxwell coefficients depend on composition, temperature and pressure. Those parameters can be measured experimentally, and we review some of the results and modelling challenges. It is desirable to develop robust microscopic methods that allow Stefan-Maxwell diffusivities to be computed from first principles, rather than relying on experimental data. A method that uses molecular dynamics and computes Stefan-Maxwell diffusivities by exploiting Onsager's regression hypothesis has been proposed. We investigate the method in the test case of gas mixtures where analytic results from kinetic theory, as well as experiments …

See List of Professors in Charles W Monroe University(University of Oxford)

Charles W Monroe FAQs

What is Charles W Monroe's h-index at University of Oxford?

The h-index of Charles W Monroe has been 32 since 2020 and 38 in total.

What are Charles W Monroe's top articles?

The articles with the titles of

Influence of contouring the lithium metal/solid electrolyte interface on the critical current for dendrites

Drivers of membrane fouling in the vanadium acetylacetonate flow battery

Finite element methods for multicomponent convection-diffusion

Multi-Week Cycling of a Nonaqueous Flow Battery Using Tris-Bipyridine Iron (II) Triflate without Additional Supporting Electrolyte

Overpotential from Cosolvent Imbalance in Battery Electrolytes: LiPF6 in EMC:EC

Effect of Solvent Segregation on the Performance of Lithium-Ion Batteries

Compressibility of Lithium Hexafluorophosphate Solutions in Two Carbonate Solvents

Lithium-ion battery performance model including solvent segregation effects

...

are the top articles of Charles W Monroe at University of Oxford.

What are Charles W Monroe's research interests?

The research interests of Charles W Monroe are: Electrochemical Engineering

What is Charles W Monroe's total number of citations?

Charles W Monroe has 7,482 citations in total.

What are the co-authors of Charles W Monroe?

The co-authors of Charles W Monroe are John NEWMAN, Dr. Jiulin Wang, Yongdan Li, Anna Stefanopoulou, Michael Urbakh.

    Co-Authors

    H-index: 104
    John NEWMAN

    John NEWMAN

    University of California, Berkeley

    H-index: 70
    Dr. Jiulin Wang

    Dr. Jiulin Wang

    Shanghai Jiao Tong University

    H-index: 70
    Yongdan Li

    Yongdan Li

    Aalto-yliopisto

    H-index: 67
    Anna Stefanopoulou

    Anna Stefanopoulou

    University of Michigan

    H-index: 59
    Michael Urbakh

    Michael Urbakh

    Tel Aviv University

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