IEEE Journal on Multiscale and Multiphysics Computational Techniques最新文献

Expediting Ionic Conductivity Prediction of Solid-State Battery Electrodes Using Machine Learning 利用机器学习加速固态电池电极离子电导率预测

IF 1.8

IEEE Journal on Multiscale and Multiphysics Computational Techniques Pub Date : 2024-10-08 DOI: 10.1109/JMMCT.2024.3475988

Mai Le;Alan Yao;Amie Zhang;Hieu Le;Zhaoyang Chen;Xuqing Wu;Lihong Zhao;Jiefu Chen

引用次数: 0

Crosstalk Analysis in Passively Addressed Soft Resistive Heating Arrays 无源软电阻加热阵列中的串音分析

IF 1.8

IEEE Journal on Multiscale and Multiphysics Computational Techniques Pub Date : 2024-09-30 DOI: 10.1109/JMMCT.2024.3470557

Dhirodaatto Sarkar;Jue Wang;Alex Chortos

{"title":"Crosstalk Analysis in Passively Addressed Soft Resistive Heating Arrays","authors":"Dhirodaatto Sarkar;Jue Wang;Alex Chortos","doi":"10.1109/JMMCT.2024.3470557","DOIUrl":"https://doi.org/10.1109/JMMCT.2024.3470557","url":null,"abstract":"Finding applications in fields such as manipulation platforms and gas sensors, various strategies have been developed to enhance scale and resolution of resistive heating arrays, including integration of diodes/transistors. However, emerging applications in soft robotics and wearable devices prioritize systems that can be fabricated over large areas using low-cost materials, and benefit from simplified control. Utilizing common row/column electrodes to address heating elements, matrix addressing reduces the complexity of control inputs. Passive matrices require no semiconductor components, further minimizing device complexity. Despite these advantages, thermal and electrical crosstalk hinder passive matrix addressing. In this study, we present a novel systematic analysis of the crosstalk in passive matrix resistive heating arrays, addressing both electrical and thermal couplings. We employ theoretical and computational approaches to investigate the effects of materials and array geometry on crosstalk. Through COMSOL multiphysics simulations, we quantify crosstalk as a function of the conductivity of the constituent materials and array geometry. The computational approach allows us to decouple the effects of electrical and thermal crosstalk. Additionally, Pattern Search is used to optimize array designs, minimizing crosstalk and voltage input and revealing trade-offs at various array scales (illustrated in a 16 × 16 array). Furthermore, we study the significant impact of thermal patterns and control methods on crosstalk by implementing progressive scan. This work provides insights and optimization strategies for the design of resistive heating arrays used as actuators or sensors in soft robotics and wearable devices, highlighting its practical significance in the advancement of these emerging applications.","PeriodicalId":52176,"journal":{"name":"IEEE Journal on Multiscale and Multiphysics Computational Techniques","volume":null,"pages":null},"PeriodicalIF":1.8,"publicationDate":"2024-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142408685","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

A Stabilized Numerical Scheme to Simulate Synergistic Effect of TID and TDR in Semiconductor Devices 模拟半导体器件中 TID 和 TDR 协同效应的稳定数值方案

IF 1.8

IEEE Journal on Multiscale and Multiphysics Computational Techniques Pub Date : 2024-09-27 DOI: 10.1109/JMMCT.2024.3469280

Tan-Yi Li;Yanning Chen;Nian-En Zhang;Da-Wei Wang;Qi-Wei Zhan;Qi-Chao Wang;Guang-Rong Li;Dongyan Zhao;Wen-Yan Yin

{"title":"A Stabilized Numerical Scheme to Simulate Synergistic Effect of TID and TDR in Semiconductor Devices","authors":"Tan-Yi Li;Yanning Chen;Nian-En Zhang;Da-Wei Wang;Qi-Wei Zhan;Qi-Chao Wang;Guang-Rong Li;Dongyan Zhao;Wen-Yan Yin","doi":"10.1109/JMMCT.2024.3469280","DOIUrl":"https://doi.org/10.1109/JMMCT.2024.3469280","url":null,"abstract":"The synergistic effects between total ionizing dose (TID) and transient dose rate (TDR) effects are explored. To implement the analysis, a stable 3D parallel numerical scheme is specially developed. Using the control volume finite element tearing and interconnect (CV-FETI) method, the discontinuous boundary conditions can be included with the usual numerical properties. Newton's method is employed to overcome the nonconvergence brought by the nonlinear property of the drift- diffusion model. Compared to with the commercial COMSOL Multiphysics software, our CV-FETIM shows strong numerical stability on unstructured meshes. The proposed method is validated by comparing the numerical results with those calculated using commercial software. Then, this new solver is applied to simulate MOSFET, STI-based LDMOSFET, and FinFET. By adjusting the dose rate, oxide traps, and interface traps, the independent TID, independent TDR, and TID-TDR synergistic effects are investigated. On picosecond or nanosecond timescales, the duration, amplitude, and decline rate of the radiation-induced photocurrent are studied. Moreover, the influence of interface traps on different surfaces is compared. The numerical results indicated that the developed numerical scheme possesses good stability, accuracy, and applicability.","PeriodicalId":52176,"journal":{"name":"IEEE Journal on Multiscale and Multiphysics Computational Techniques","volume":null,"pages":null},"PeriodicalIF":1.8,"publicationDate":"2024-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142438600","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Deep Multiphysics Fields Solver Established on Operator Learning Transformer and Finite Element Method 基于算子学习变换器和有限元法的深度多物理场求解器

IF 1.8

IEEE Journal on Multiscale and Multiphysics Computational Techniques Pub Date : 2024-09-19 DOI: 10.1109/JMMCT.2024.3463748

Yinpeng Wang

{"title":"Deep Multiphysics Fields Solver Established on Operator Learning Transformer and Finite Element Method","authors":"Yinpeng Wang","doi":"10.1109/JMMCT.2024.3463748","DOIUrl":"https://doi.org/10.1109/JMMCT.2024.3463748","url":null,"abstract":"The accurate acquisition of unknown multiphysics fields in specified regions is vital for industrial production. Traditional computational approaches often require dense mesh generation to achieve precise numerical results, leading to substantial computational resource consumption and extended processing times. However, recent advancements in deep learning (DL) have introduced alternative solutions to computational physics problems. This paper presents a novel multiphysics field solver that integrates operator learning with classical finite element methods (FEM). The overall structure of the framework is a Transformer based on the attention mechanism, with a loss function incorporating physical constraints. The network takes the result of a coarse grid finite element calculation as input, while the output target is the value of a dense grid computation. Compared to traditional DL frameworks, the proposed architecture consistently maintains low error rates across a range of input resolutions. Additionally, the high efficiency of graphics processing units (GPUs) enables fully trained networks to generate solutions in quasi-real time, demonstrating significant potential for practical applications.","PeriodicalId":52176,"journal":{"name":"IEEE Journal on Multiscale and Multiphysics Computational Techniques","volume":null,"pages":null},"PeriodicalIF":1.8,"publicationDate":"2024-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142408684","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

RayProNet: A Neural Point Field Framework for Radio Propagation Modeling in 3D Environments RayProNet：用于三维环境中无线电传播建模的神经点场框架

IF 1.8

IEEE Journal on Multiscale and Multiphysics Computational Techniques Pub Date : 2024-09-18 DOI: 10.1109/JMMCT.2024.3464373

Ge Cao;Zhen Peng

引用次数: 0

Perfectly Matched Layer for Cole–Cole Dispersive Media in DGTD Method DGTD 方法中科尔-科尔色散介质的完美匹配层

IF 1.8

IEEE Journal on Multiscale and Multiphysics Computational Techniques Pub Date : 2024-09-17 DOI: 10.1109/JMMCT.2024.3462529

Xuebin Qin;Xuan Wu;Shuo Wang;Xiaoying Zhao;Yuanguo Zhou;Qiang Ren

引用次数: 0

Towards the Detection of Low-Observable Flying Object in the Presence of Wake Vortex Flow 在汪洋涡流中探测低可观测飞行物

IF 1.8

IEEE Journal on Multiscale and Multiphysics Computational Techniques Pub Date : 2024-09-04 DOI: 10.1109/JMMCT.2024.3454451

Venkat Prasad Padhy;Dipanjan Gope;Sadasiva M. Rao;N. Balakrishnan

{"title":"Towards the Detection of Low-Observable Flying Object in the Presence of Wake Vortex Flow","authors":"Venkat Prasad Padhy;Dipanjan Gope;Sadasiva M. Rao;N. Balakrishnan","doi":"10.1109/JMMCT.2024.3454451","DOIUrl":"https://doi.org/10.1109/JMMCT.2024.3454451","url":null,"abstract":"It is well-known that one of the parameters useful to detect low-observable stealth targets, specifically aircraft, is to monitor the Radar Cross Section (RCS) enhancement in the medium surrounding the aircraft due to the wake vortex generated during the flight. The acoustic wave induced by the wake vortex creates dielectric constant fluctuations because of compressions and rarefactions in the propagating medium. The subject matter of this work is to develop a method to rigorously predict RCS in the presence of wake vortex. First, the solution of flow over an aircraft is obtained, then permittivity of the medium is computed using flow parameters, providing the coupling term between the electromagnetic and acoustic phenomenon. Then Electromagnetic (EM) scattering from the inhomogeneity due to the flow in the vicinity of the aircraft and in its wake region is computed for an incident plane wave in lateral and longitudinal directions. The scattering problem is solved using Integral Equation (IE). The scattered far-field is interpreted using the conventional radar equation and the enhancement in RCS and detectability are presented. It is believed that this is the first time that an IE method is used to study the EM scattering problem from an aerodynamic flow and its detectability. It is shown in this paper that the presence of wake vortex can enhance the detectable range by around 2 km at 250 MHz giving an early warning advantage of around 15 seconds.","PeriodicalId":52176,"journal":{"name":"IEEE Journal on Multiscale and Multiphysics Computational Techniques","volume":null,"pages":null},"PeriodicalIF":1.8,"publicationDate":"2024-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142579242","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Drift-Correcting Multiphysics Informed Neural Network Coupled PDE Solver 漂移校正多物理信息神经网络耦合 PDE 求解器

IF 1.8

IEEE Journal on Multiscale and Multiphysics Computational Techniques Pub Date : 2024-09-02 DOI: 10.1109/JMMCT.2024.3452977

Kevin Wandke;Yang Zhang

{"title":"Drift-Correcting Multiphysics Informed Neural Network Coupled PDE Solver","authors":"Kevin Wandke;Yang Zhang","doi":"10.1109/JMMCT.2024.3452977","DOIUrl":"https://doi.org/10.1109/JMMCT.2024.3452977","url":null,"abstract":"Solving the coupled partial differential equations (PDEs) that govern the dynamics of multiphysics systems is both important and challenging. Existing numerical methods such as the finite element method (FEM) are known to be computationally intensive, while machine learning techniques, like the physics-informed neural network (PINN), often falter when modeling complex systems or processes over long timescales. To overcome these limitations, we propose a new framework “Drift-Correcting Multiphysics Informed Neural Network” (DC-MPINN), specifically designed to solve coupled multiphysics problems efficiently over extended timescales–without sacrificing accuracy. This new method introduces an architecture for temporal domain decomposition that corrects drift of conserved quantities, as well as a composite loss function that allows solving coupled multiphysics problems. We demonstrate the superior performance of DC-MPINN over traditional FEM approaches in several benchmark problems. This approach represents a step forward in multiphysics computational techniques, enhancing our ability to understand and predict the behavior of physical processes across various disciplines.","PeriodicalId":52176,"journal":{"name":"IEEE Journal on Multiscale and Multiphysics Computational Techniques","volume":null,"pages":null},"PeriodicalIF":1.8,"publicationDate":"2024-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142230854","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

An Indefinite Impedance Matrix Technique for Efficient Analysis of Planar Circuits With Irregular Shapes 用于高效分析不规则形状平面电路的无定式阻抗矩阵技术

IF 1.8

IEEE Journal on Multiscale and Multiphysics Computational Techniques Pub Date : 2024-08-20 DOI: 10.1109/JMMCT.2024.3446285

Ihsan Erdin

{"title":"An Indefinite Impedance Matrix Technique for Efficient Analysis of Planar Circuits With Irregular Shapes","authors":"Ihsan Erdin","doi":"10.1109/JMMCT.2024.3446285","DOIUrl":"https://doi.org/10.1109/JMMCT.2024.3446285","url":null,"abstract":"An indefinite impedance matrix technique is proposed for efficient analysis of irregular shaped planar microwave and gigabit rate printed circuit board (PCB) circuits. The proposed method combines segmentation and desegmentation algorithms in a single matrix operation. The segmentation algorithm unites multiple planar blocks to make a composite structure by connecting them at their edge ports which become dependent variables of the resulting system. The desegmentation algorithm, on the other hand, removes a planar block or multiple blocks from a structure by delimiting the removed blocks with shared ports which are dependent variables of the overarching system. Both segmentation and desegmentation algorithms require separation of ports into independent and dependent variable groups. The composite system matrix is ill-conditioned due to its dependent entries. The singularity is fixed by casting the matrix into a reduced form with the elimination of dependent entries according to proper terminal conditions. Normally, planar structures with complicated shapes can be characterized with successive application of segmentation and desegmentation methods. The proposed algorithm combines these multiple operations in a single matrix which includes the dependent ports of both added and subtracted blocks. The concomitant ill-conditioning of the augmented matrix is tackled with algebraic operations subject to terminal conditions which result in a reduced size indefinite impedance matrix. The proposed system of equations eliminate the need for successive application of segmentation and desegmentation methods and improve efficiency.","PeriodicalId":52176,"journal":{"name":"IEEE Journal on Multiscale and Multiphysics Computational Techniques","volume":null,"pages":null},"PeriodicalIF":1.8,"publicationDate":"2024-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142230809","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

A New Electro-Thermal Simulation Approach for Moving Electromagnetic Rail Launchers 移动式电磁轨道发射器的新型电热模拟方法

IF 1.8

IEEE Journal on Multiscale and Multiphysics Computational Techniques Pub Date : 2024-08-08 DOI: 10.1109/JMMCT.2024.3440664

Changfan Yang;Qiang Ren;Fei Dai;Junsheng Cheng;Ling Xiong;Pengyu Li

{"title":"A New Electro-Thermal Simulation Approach for Moving Electromagnetic Rail Launchers","authors":"Changfan Yang;Qiang Ren;Fei Dai;Junsheng Cheng;Ling Xiong;Pengyu Li","doi":"10.1109/JMMCT.2024.3440664","DOIUrl":"https://doi.org/10.1109/JMMCT.2024.3440664","url":null,"abstract":"In recent years, the electromagnetic rail launcher (ERL) technology has garnered widespread attention in the field of launch systems due to its outstanding performance. During ERL system operation, a large pulsed electric current flows through the system, sharply accelerating the armature to a high speed within an extremely short period, accompanied by a rapid temperature increment. This process involves complex multi-physical phenomena, posing challenges to the design and simulation of ERL systems. We propose a dynamic simulation solution for the ERL launch process through an electromagnetic-thermal-kinematics cycle. In the electric-thermal coupling simulation, the temperature-dependent electrical conductivity is considered. Joule heat produced by current is employed as the heat source for the temperature field, enhancing the accuracy of the thermal simulation. In the electromagnetic-kinematics cycle, integrating the Lorentz force acting on the armature directly simulates the force situation of the ERL propulsion. Based on the designed dynamic simulation process for the multi-physics fields of ERL systems, the accuracy of the proposed method has been validated through simulations involving square and C-type armature ERL systems, as well as laboratory measurements. Unrestricted by the limitations of control equations and solution processes, the proposed method enables flexible simulation of ERL systems.","PeriodicalId":52176,"journal":{"name":"IEEE Journal on Multiscale and Multiphysics Computational Techniques","volume":null,"pages":null},"PeriodicalIF":1.8,"publicationDate":"2024-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142045142","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0