• 제목/요약/키워드: Potential-based simulations

검색결과 260건 처리시간 0.028초

A NUMERICAL METHOD FOR CAUCHY PROBLEM USING SINGULAR VALUE DECOMPOSITION

  • Lee, June-Yub;Yoon, Jeong-Rock
    • 대한수학회논문집
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    • 제16권3호
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    • pp.487-508
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    • 2001
  • We consider the Cauchy problem for Laplacian. Using the single layer representation, we obtain an equivalent system of boundary integral equations. We show the singular values of the ill-posed Cauchy operator decay exponentially, which means that a small error is exponentially amplified in the solution of the Cauchy problem. We show the decaying rate is dependent on the geometry of he domain, which provides the information on the choice of numerically meaningful modes. We suggest a pseudo-inverse regularization method based on singular value decomposition and present various numerical simulations.

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Secular Evolution of Nuclear Bulges through Sustained Star Formation

  • 김성수;;전명원
    • 천문학회보
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    • 제35권1호
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    • pp.72.1-72.1
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    • 2010
  • Gas materials in the inner Galactic disk continuously migrate toward the Galactic center (GC) due to interactions with the bar potential, magnetic fields, stars, and other gaseous materials. In case of the Milky Way, those in forms of molecules appear to accumulate around 200 pc from the center (the central molecular zone, CMZ) to form stars there and further inside. The bar potential in the GC is thought to be responsible for such acculmulation of molecules and subsequent star formation, which is believed to have been continous throughout the lifetime of the Galaxy. We present 3-D hydrodynamic simulations of the CMZ that consider self-gravity, radiative cooling, and supernova feedback, and discuss the efficiency and role of the star formation in that region. We find that the gas accumulated in the CMZ by a bar potential of the inner bulge effectively turns into stars, supporting the idea that the stellar cusp inside the central 200 pc is a result of the sustained star formation in the CMZ. The obtained star formation rate in the CMZ, 0.03-0.1 Msun, is consistent with the recent estimate based on the mid-infrared observations by Yusef-Zadeh et al. We discuss the secular evolution of nuclear bulges in general, based on our results.

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Leveraging Visibility-Based Rewards in DRL-based Worker Travel Path Simulation for Improving the Learning Performance

  • Kim, Minguk;Kim, Tae Wan
    • 한국건설관리학회논문집
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    • 제24권5호
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    • pp.73-82
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    • 2023
  • Optimization of Construction Site Layout Planning (CSLP) heavily relies on workers' travel paths. However, traditional path generation approaches predominantly focus on the shortest path, often neglecting critical variables such as individual wayfinding tendencies, the spatial arrangement of site objects, and potential hazards. These oversights can lead to compromised path simulations, resulting in less reliable site layout plans. While Deep Reinforcement Learning (DRL) has been proposed as a potential alternative to address these issues, it has shown limitations. Despite presenting more realistic travel paths by considering these variables, DRL often struggles with efficiency in complex environments, leading to extended learning times and potential failures. To overcome these challenges, this study introduces a refined model that enhances spatial navigation capabilities and learning performance by integrating workers' visibility into the reward functions. The proposed model demonstrated a 12.47% increase in the pathfinding success rate and notable improvements in the other two performance measures compared to the existing DRL framework. The adoption of this model could greatly enhance the reliability of the results, ultimately improving site operational efficiency and safety management such as by reducing site congestion and accidents. Future research could expand this study by simulating travel paths in dynamic, multi-agent environments that represent different stages of construction.

분자동역학법을 이용한 초격자 내부의 경계면 열저항의 해석 (Analysis on Thermal Boundary Resistance at the Interfaces in Superlattices by Using the Molecular Dynamics)

  • 최순호;이정혜;최현규;윤석훈;오철;김명환
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2004년도 춘계학술대회
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    • pp.1382-1387
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    • 2004
  • From the viewpoint of a macro state, there is no thermal boundary resistance (TBR) at an interface if both surfaces at an interface are perfectly contacted. However, recent molecular dynamics (MD) studies reported that there still exists the TDR at the interface in an ideal epitaxial superlttice. Our previous studies suggested the model to predict the TBR not only quantitatively also qualitatively in superlattices. The suggested model was based on the classical theory of a wave reflection, and provided highly satisfactory results for an engineering purpose. However, it was not the complete model because our previous model was derived by considering only the effects from a mass ratio and a potential ratio of two species. The interaction of two species presented by the Lennard-Jones (L-J) potential is governed by the mutual ratio of the masses, the potential well depths, and the diameters. In this study, we performed the preliminary simulations to investigate the effect resulting from the diameter ratio of two species for the completion of our model and confirmed that it was also a ruling factor to the TBR at an interface in superlattices.

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다중 안테나 기반 위상 차이를 이용한 AOA 측위 기법 (Multi-Antenna based AOA Positioning using Phase Difference)

  • 박익현;유국열;박용완
    • 대한임베디드공학회논문지
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    • 제8권2호
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    • pp.95-102
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    • 2013
  • In this paper, we have studied the performance of the AOA (Angle of Arrival) in multi-antenna systems for LBS (Location Based Services) and we also analyzed the performance of the AOA in SISO (Single Input Single Output) in multipath environments and their differences. The adequacy of AOA positioning in new communication environments was determined. Currently used positioning methods in 3G communication environment has been developed based on SISO. However, the accuracy of SISO-based TOA (Time of Arrival), TDOA (Time Difference of Arrival), AOA positioning techniques degraded in multipath environments. The communication system will be changed and developed. According to enhanced positioning techniques are required. Using antenna characteristics and the phase difference between antennas of LTE-Advanced standard's key technique MIMO system AOA positioning, and SISO based AOA positioning performance were analyzed. We found that AOA technique potential for use based on Multiple antenna systems by computer simulations.

파이프라인 기반 워크플로우의 우선 데이터 처리 방안 (Priority Data Handling in Pipeline-based Workflow)

  • 전원표;허대영;황선태
    • 정보과학회 컴퓨팅의 실제 논문지
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    • 제23권12호
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    • pp.691-697
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    • 2017
  • 백두산 및 한반도 주변의 화산재해에 의한 피해는 화산재에 의한 것으로 예상된다. 따라서 기 상장 상황에 따른 화산재 확산 상황을 컴퓨터 시뮬레이션을 통해서 예측하는데 정해진 시간 안에 계산을 끝내야 하므로 계산에 사용되는 소프트웨어들을 파이프라인 방식으로 병렬화하는 워크플로우가 제안되었다. 또한 화산재해의 특성 상 화산 폭발이 발생한 순간에도 시뮬레이션을 위한 정확한 파라미터 값이 정해지지 않으므로 여러 가지 가능한 조건의 시뮬레이션을 모두 수행해야 한다. 만일 이 중에 가장 가능성이 높은 조건의 계산을 먼저 수행할 수 있으면 화산재해에 대해 이를 토대로 일단 대응하고 후속 계산 결과에 의해 추후 보완하는 것이 가능해질 것이다. 그런데 이런 계산 들은 화산재해 피해예측 시스템의 제한된 성능의 계산 서버에서 수행되므로 계산 자원을 적절히 분배하는 일이 필요하다. 이를 위해서 기존에 제안되었던 파이프라인 기반의 워크플로우에 특정 데이터를 먼저 생성하는 기능을 추가하는 방안을 제안한다.

고집적을 위한 얕은 트랜치 격리에서 제안한 구조의 특성 모의 분석 (Simulations Analysis of Proposed Structure Characteristics in Shallow Trench Isolation for VLSI)

  • 이용재
    • 한국시뮬레이션학회논문지
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    • 제23권3호
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    • pp.27-32
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    • 2014
  • 본 논문에서는, 초고집적 CMOS 회로를 위한 얕은 트랜치 격리로 기존의 수직 구조 보다 개선된 성질을 갖는 새로운 구조를 제안하고자 한다. 이를 위해서 제안한 구조는 회자 모양의 얕은 트랜치 격리 구조이다. 특성 분석은 기존 수직 구조와 제안한 구조에 대해서 전자농도 분포, 열전자 스트레스의 산화막 모양, 전위와 전계 플럭스, 열 손상의 유전 전계와 소자에서 전류-전압 특성을 분석 하고자 한다. 물리적 기본 모델들은 TCAD 툴을 이용하며, 집적화 소자들에 있어서 분석 조건은 주위 조건과 전류와 시간의 인가 스트레스 조건이다. 분석 결과, 얕은 트랜치 격리 구조가 소자의 크기가 감소됨에 따라서 수동적인 전기적 기능이었다. 트랜지스터 응용에서 제안한 회자 구조의 얕은 트랜치 격리 구조가 전기적 특성에서 전위차, 전계, 전자농도 분포가 높게 나타났으며, 활성영역에서 스트레스에 의한 산화막의 영향은 감소되었다. 이 결과 데이터를 바탕으로 소자의 전류-전압 특성 결과 분석도 양호한 특성으로 나타났다.

에너지-환경 분야용 분리막의 Mesoscale Simulation 동향 연구 (Mesoscale Simulation of Polymeric Membranes for Energy and Environmental Application)

  • 박치훈;남상용
    • 멤브레인
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    • 제27권2호
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    • pp.121-128
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    • 2017
  • Mesoscale simulation은 원자의 그룹을 묶어서 하나의 단위로서 계산을 수행하는 전산모사 기술로 $ns{\sim}{\mu}s$의 시간 및 $nm{\sim}{\mu}m$의 크기까지 모사가 가능하다. 이러한, mesoscale simulation에는 (1) 입자 자체의 움직임을 계산하여 시스템을 모사하는 particle-based mesoscale, (2) 입자의 움직임이 아닌 chemical potential filed나 density field 등의 변화를 계산하여 시스템을 모사하는 field theory 등의 방법 등이 있는데, 두 방법 모두 고분자의 거시적 특성을 살펴보기 위한 강력한 전산모사 기술로서, 에너지-환경 분야용 고분자 분리막의 다양한 응용분야에서 활용되고 있다. 기존에는 주로 블록 공중합체 분야에서 연구결과들이 보고되었으나, 최근 들어 실제 고분자 분리막의 제조 조건 등을 모사한 연구 결과와 같이 좀 더 응용 분야에 가까운 다양한 에너지-환경용 고분자 분리막 관련 연구가 진행되고 있다. 이온 교환막의 경우에는 이온 전달 채널 형성을 분석 및 예측하기 위한 다양한 mesoscale simulation 결과들이 발표되고 있고, 최근에는 CNT, graphene 등의 나노 첨가물 소재에 대한 연구도 활발히 진행되고 있다. 본 총설에서는 mesoscale simulation 관련 연구에 대한 동향을 정리하고, 어떤 분야에서 유용하게 활용 가능한지 제시하며, 에너지-환경 분야에 종사하는 분리막 연구자들이 mesoscale simulation 기술에 좀 더 쉽게 다가갈 수 있는 기회를 제공하고자 한다.

Numerical investigation of potential mitigation measures for poundings of seismically isolated buildings

  • Polycarpou, Panayiotis C.;Komodromos, Petros
    • Earthquakes and Structures
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    • 제2권1호
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    • pp.1-24
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    • 2011
  • During very strong earthquakes, seismically isolated buildings may experience large horizontal relative displacements, which may lead to poundings if an insufficiently wide clearance is provided around the building. This paper investigates, through numerical simulations, the effectiveness of using rubber bumpers, which could be attached at locations where it is likely to have impacts, in order to act as shock-absorbers. For the simulation of the dynamic behavior of such rubber bumpers during impacts, a nonlinear force-based impact model, which takes into account the finite thickness of the rubber bumpers, has been developed. Subsequently, a series of parametric analyses are performed to assess the effect of the gap size, the earthquake characteristics and the thickness, compressive capacity and damping of the bumpers. The stiffness of the moat wall is also parametrically considered during poundings of a seismically isolated building, as another potential mitigation measure for poundings of seismically isolated buildings.

SiC 세라믹스 탄성률의 온도 의존성 (Temperature Dependence on Elastic Constant of SiC Ceramics)

  • 임종인;박병우;신호용;김종호
    • 한국세라믹학회지
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    • 제47권6호
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    • pp.491-497
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    • 2010
  • In this paper, we employed the classical molecular dynamics simulations using Tersoff's potential to calculate the elastic constants of the silicon carbide (SiC) crystal at high temperature. The elastic constants of the SiC crystal were calculated based on the stress-strain characteristics, which were drawn by the simulation using LAMMPS software. At the same time, the elastic constants of the SiC ceramics were measured at different temperatures by impulse excitation testing (IET) method. Based on the simulated stress-strain results, the SiC crystal showed the elastic deformation characteristics at the low temperature region, while a slight plastic deformation behavior was observed at high strain over $1,000^{\circ}C$ temperature. The elastic constants of the SiC crystal were changed from about 475 GPa to 425 GPa by increasing the temperature from RT to $1,250^{\circ}C$. When compared to the experimental values of the SiC ceramics, the simulation results, which are unable to obtain by experiments, are found to be very useful to predict the stress-strain behaviors and the elastic constant of the ceramics at high temperature.