Maxim Solovchuk
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Maxim Solovchuk has a total of 34 co-authors. Here are the top co-authors by number of shared publications:
- Tony Wen Hann Sheu
Natl Taiwan Univ, Dept Engn Sci & Ocean Engn, 1,Sec 4,Roosevelt Rd, Taipei, Taiwan
14 shared publications Marc Thiriet
13 shared publications- Filip Ivančić
Centre de Recerca Matemática (CRM), Edifici C. Campus de Bellaterra, Barcelona, Spain
8 shared publications Tony W. H. Sheu
6 shared publicationsTony W.H. Sheu
6 shared publications- Kumar Saurabh
Institute of Biomedical Engineering and Nanomedicine, National Health Research Institutes 1 , Zhunan
5 shared publications
Latest Publications
- 19 August 2025
- Published by AIP Publishing in The Journal of Chemical Physics
- Vol. 163 (7)
Simulation of coupled fluid–ion transport through a biological nanopore on graphics processing units
Nanoscale fluid–ion transport is investigated in biophysical chemistry, drug delivery, protein sequencing, etc. Currently, fast three-dimensional models for fluid–ion transport through biological nanopores are unavailable. This study, therefore, focuses on the simulation and parallelization of nanoscale fluid–ion transport on multiple graphics processing units (GPUs). Nanoscale fluid–ion transport is described through the fourth-order Poisson–Nernst–Planck–Bikerman model coupled with the Navier–Stokes equations. The model incorporates the effect of ionic and non-ionic interactions, ion solvation, nonlocal electrostatics, and the finite size of particles. Governing equations are discretized using the lattice Boltzmann method (LBM). For complex geometries, the immersed boundary method has been incorporated with the LBM. To demonstrate the applicability of the developed model, electro-osmotic flow through a relatively large biological nanopore has been simulated. Parallelization on multiple GPUs has enabled us to perform simulations for a full three-dimensional channel geometry. Results showed a good match with the published data. We captured local variations in concentration and fluid flow in both axial and radial directions. Furthermore, flow circulation around the channel was also observed. The impact of external potential difference and the finite size of the particles on the flow has also been assessed. Using our in-house code, we achieved a performance of 1982 × 106 lattice updates per second on 8 A100 80 gigabyte GPUs. The methodology presented here provides an accurate and fast simulation methodology for characterizing symmetric/asymmetric nanopore properties. This model can help in enhancing the fundamental understanding of nanofluidics and characterization of the nanopores.
- 19 August 2025
- Published by AIP Publishing in The Journal of Chemical Physics
- Vol. 163 (7)
Simulation of coupled fluid–ion transport through a biological nanopore on graphics processing units
Nanoscale fluid–ion transport is investigated in biophysical chemistry, drug delivery, protein sequencing, etc. Currently, fast three-dimensional models for fluid–ion transport through biological nanopores are unavailable. This study, therefore, focuses on the simulation and parallelization of nanoscale fluid–ion transport on multiple graphics processing units (GPUs). Nanoscale fluid–ion transport is described through the fourth-order Poisson–Nernst–Planck–Bikerman model coupled with the Navier–Stokes equations. The model incorporates the effect of ionic and non-ionic interactions, ion solvation, nonlocal electrostatics, and the finite size of particles. Governing equations are discretized using the lattice Boltzmann method (LBM). For complex geometries, the immersed boundary method has been incorporated with the LBM. To demonstrate the applicability of the developed model, electro-osmotic flow through a relatively large biological nanopore has been simulated. Parallelization on multiple GPUs has enabled us to perform simulations for a full three-dimensional channel geometry. Results showed a good match with the published data. We captured local variations in concentration and fluid flow in both axial and radial directions. Furthermore, flow circulation around the channel was also observed. The impact of external potential difference and the finite size of the particles on the flow has also been assessed. Using our in-house code, we achieved a performance of 1982 × 106 lattice updates per second on 8 A100 80 gigabyte GPUs. The methodology presented here provides an accurate and fast simulation methodology for characterizing symmetric/asymmetric nanopore properties. This model can help in enhancing the fundamental understanding of nanofluidics and characterization of the nanopores.
- Open Access
- 2 July 2025
- Published by Elsevier in Ultrasonics Sonochemistry
- Vol. 120, 107435
Investigation of inertial cavitation threshold and corresponding thermal and mechanical effects using multi-frequency ultrasound signals in viscoelastic medium
- 2 July 2025
- Published by Elsevier in Ultrasonics Sonochemistry
- Vol. 120, 107435
Open AccessInvestigation of inertial cavitation threshold and corresponding thermal and mechanical effects using multi-frequency ultrasound signals in viscoelastic medium
- 19 March 2024
- Published by Springer Nature
- p. 161-174
Semi-supervised Deep Learning for Liver Tumor and Vessel Segmentation in Whole-Body CT Scans
- 19 March 2024
- Published by Springer Nature
- p. 161-174
Semi-supervised Deep Learning for Liver Tumor and Vessel Segmentation in Whole-Body CT Scans
- Open Access
- 1 October 2023
- Published by Acoustical Society of America (ASA) in The Journal of the Acoustical Society of America
- Vol. 154 (4_suppleme) , A320
High performance calculation of nonlinear wave propagation on GPU for focused ultrasound treatment planning
High intensity focused ultrasound (HIFU) is very promising new technology that has many therapeutic application, and among them are the treatment of cancer in different organs without major side effects. Some of the limitations of HIFU are the long treatment time and incomplete ablation. High performance computing can help in this regard. Simulation of nonlinear wave propagation in three dimensional geometry is very time consuming process especially when shocks are presented. In the current work, we are going to present three dimensional parallel solver on GPU. Some examples for the simulation in a patient specific geometry will be also presented. The presented results can be used for the optimization of the treatment. For the validation of the results, ex-vivo and in-vivo experiments have been performed. It has been shown that large volume can be ablated within a short period of time.
- 1 October 2023
- Published by Acoustical Society of America (ASA) in The Journal of the Acoustical Society of America
- Vol. 154 (4_suppleme) , A320
Open AccessHigh performance calculation of nonlinear wave propagation on GPU for focused ultrasound treatment planning
High intensity focused ultrasound (HIFU) is very promising new technology that has many therapeutic application, and among them are the treatment of cancer in different organs without major side effects. Some of the limitations of HIFU are the long treatment time and incomplete ablation. High performance computing can help in this regard. Simulation of nonlinear wave propagation in three dimensional geometry is very time consuming process especially when shocks are presented. In the current work, we are going to present three dimensional parallel solver on GPU. Some examples for the simulation in a patient specific geometry will be also presented. The presented results can be used for the optimization of the treatment. For the validation of the results, ex-vivo and in-vivo experiments have been performed. It has been shown that large volume can be ablated within a short period of time.
- Open Access
- 1 October 2023
- Published by Acoustical Society of America (ASA) in The Journal of the Acoustical Society of America
- Vol. 154 (4_suppleme) , A24-A25
Investigation of the effect of a multi-frequency ultrasound signal on the inertial cavitation threshold is various viscoelastic mediums
The objective of the present study is the numerical investigation of the inertial cavitation threshold in soft tissue under different multi-frequency signals of high intensity focused ultrasound (HIFU). For the modeling of bubble dynamics, the Gilmore-Akulichev-Zener model was used. The inertial cavitation threshold was calculated for different criteria, for different signal modes (single-, dual-, and triple-frequency), and for different viscoelastic mediums. Effect of nonlinear wave propagation and mechanical effects of acoustic caviation have been also studied. The obtaining results demonstrated that a criterion, based on bubble size, gives lower threshold values than a criterion using bubble collapse velocity. An increase in the values of viscosity and elasticity leads to a rise in the threshold amplitude. Analyzing threshold values for dual- and triple-frequency signal modes, it can be seen that the inertial cavitation threshold can be sufficiently reduced when a multi-frequency signal with the correct frequency combination is applied. However, the inertial cavitation threshold also depends on the initial bubble size. This dependency was also investigated in the current study.
- 1 October 2023
- Published by Acoustical Society of America (ASA) in The Journal of the Acoustical Society of America
- Vol. 154 (4_suppleme) , A24-A25
Open AccessInvestigation of the effect of a multi-frequency ultrasound signal on the inertial cavitation threshold is various viscoelastic mediums
The objective of the present study is the numerical investigation of the inertial cavitation threshold in soft tissue under different multi-frequency signals of high intensity focused ultrasound (HIFU). For the modeling of bubble dynamics, the Gilmore-Akulichev-Zener model was used. The inertial cavitation threshold was calculated for different criteria, for different signal modes (single-, dual-, and triple-frequency), and for different viscoelastic mediums. Effect of nonlinear wave propagation and mechanical effects of acoustic caviation have been also studied. The obtaining results demonstrated that a criterion, based on bubble size, gives lower threshold values than a criterion using bubble collapse velocity. An increase in the values of viscosity and elasticity leads to a rise in the threshold amplitude. Analyzing threshold values for dual- and triple-frequency signal modes, it can be seen that the inertial cavitation threshold can be sufficiently reduced when a multi-frequency signal with the correct frequency combination is applied. However, the inertial cavitation threshold also depends on the initial bubble size. This dependency was also investigated in the current study.
- 15 June 2023
- Published by Elsevier in Journal of Non-Newtonian Fluid Mechanics
- Vol. 319, 105088
Energy stable finite element strategy for simulating spreading, sliding and rolling flow dynamics of viscoelastic droplets
- 15 June 2023
- Published by Elsevier in Journal of Non-Newtonian Fluid Mechanics
- Vol. 319, 105088
Energy stable finite element strategy for simulating spreading, sliding and rolling flow dynamics of viscoelastic droplets
- Open Access
- 1 January 2023
- Published by AIP Publishing in AIP Advances
- Vol. 13 (1) , 015205
Mathematical and computational modeling of electrohydrodynamics through a nanochannel
Fluid-ion transport through a nanochannel is studied to understand the role and impact of different physical phenomena and medium properties on the flow. Mathematically, the system is described through coupled fourth order Poisson–Nernst–Planck–Bikerman and Navier–Stokes equations. The fourth order-Poisson–Nernst–Planck–Bikerman model accounts for ionic and nonionic interactions between particles, the effect of finite size of the particles, polarization of the medium, solvation of the ions, etc. Navier–Stokes equations are modified accordingly to include both electroviscous and viscoelectric effects and the velocity slip. The governing equations are discretized using the lattice Boltzmann method. The mathematical model is validated by comparing the analytical and experimental ion activity while the numerical model is validated by comparing the analytical and numerical velocity profiles for electro-osmotic flow through a microchannel. For a pressure driven flow, the electroviscous and viscoelectric effects decrease the fluid velocity while the velocity slip enhances it. The acidity of the medium also influences the fluid velocity by altering the ζ potential and ion concentration. The finite size of the particle limits the concentration of ionic species, thus, reducing electroviscous effects. As the external concentration decreases, the impact of finite size of particles also reduces. The inhomogeneous diffusion coefficient also influences electroviscous effects as it changes the concentration distribution. The variation in external pressure does not influence the impact of steric and viscoelectric effects significantly. The maximum impact is observed for ΔP = 0 (electro-osmotic flow).
- 1 January 2023
- Published by AIP Publishing in AIP Advances
- Vol. 13 (1) , 015205
Open AccessMathematical and computational modeling of electrohydrodynamics through a nanochannel
Fluid-ion transport through a nanochannel is studied to understand the role and impact of different physical phenomena and medium properties on the flow. Mathematically, the system is described through coupled fourth order Poisson–Nernst–Planck–Bikerman and Navier–Stokes equations. The fourth order-Poisson–Nernst–Planck–Bikerman model accounts for ionic and nonionic interactions between particles, the effect of finite size of the particles, polarization of the medium, solvation of the ions, etc. Navier–Stokes equations are modified accordingly to include both electroviscous and viscoelectric effects and the velocity slip. The governing equations are discretized using the lattice Boltzmann method. The mathematical model is validated by comparing the analytical and experimental ion activity while the numerical model is validated by comparing the analytical and numerical velocity profiles for electro-osmotic flow through a microchannel. For a pressure driven flow, the electroviscous and viscoelectric effects decrease the fluid velocity while the velocity slip enhances it. The acidity of the medium also influences the fluid velocity by altering the ζ potential and ion concentration. The finite size of the particle limits the concentration of ionic species, thus, reducing electroviscous effects. As the external concentration decreases, the impact of finite size of particles also reduces. The inhomogeneous diffusion coefficient also influences electroviscous effects as it changes the concentration distribution. The variation in external pressure does not influence the impact of steric and viscoelectric effects significantly. The maximum impact is observed for ΔP = 0 (electro-osmotic flow).
- Open Access
- 15 June 2022
- Published by Elsevier in Ultrasonics Sonochemistry
- Vol. 88, 106056
GPU-accelerated study of the inertial cavitation threshold in viscoelastic soft tissue using a dual-frequency driving signal
- 15 June 2022
- Published by Elsevier in Ultrasonics Sonochemistry
- Vol. 88, 106056
Open AccessGPU-accelerated study of the inertial cavitation threshold in viscoelastic soft tissue using a dual-frequency driving signal