数学学科Seminar第2589讲 梯度流问题的能量耗散谱重整指数积分方法

创建时间:  2023/11/27  龚惠英   浏览次数:   返回

报告题目 (Title):Energy-Dissipative Spectral Renormalization Exponential Integrator Method for Gradient Flow Problems (梯度流问题的能量耗散谱重整指数积分方法)

报告人 (Speaker):鞠立力 教授(美国南卡罗莱纳大学)

报告时间 (Time):2023年11月30日(周四) 10:00

报告地点 (Place):腾讯会议(349-118-102)

邀请人(Inviter):李常品、蔡敏

主办部门:永利数学系

报告摘要:In this talk, we present a novel spectral renormalization exponential integrator method for solving gradient flow problems. Our method is specifically designed to simultaneously satisfy discrete analogues of the energy dissipation laws and achieve high-order accuracy in time. To accomplish this, our method first incorporates the energy dissipation law into the target gradient flow equation by introducing a time-dependent spectral renormalization (TDSR) factor. Then, the coupled equations are discretized using the spectral approximation in space and the exponential time differencing (ETD) in time. Finally, the resulting fully discrete nonlinear system is decoupled and solved using the Picard iteration at each time step. Furthermore, we introduce an extra enforcing term into the system for updating the TDSR factor, which greatly relaxes the time step size restriction of the proposed method and enhances its computational efficiency. Extensive numerical tests with various gradient flows are presented to demonstrate the accuracy and effectiveness of our method as well as its high efficiency when combined with an adaptive time-stepping strategy for long-term simulations.

上一条:数学学科Seminar第2590讲 庞特里亚金极大值原理,最优控制问题求解器RIOTS_95, 机器学习和分数阶微积分

下一条:数学学科Seminar第2588讲 求解四元数张量方程的有效叠代算法


数学学科Seminar第2589讲 梯度流问题的能量耗散谱重整指数积分方法

创建时间:  2023/11/27  龚惠英   浏览次数:   返回

报告题目 (Title):Energy-Dissipative Spectral Renormalization Exponential Integrator Method for Gradient Flow Problems (梯度流问题的能量耗散谱重整指数积分方法)

报告人 (Speaker):鞠立力 教授(美国南卡罗莱纳大学)

报告时间 (Time):2023年11月30日(周四) 10:00

报告地点 (Place):腾讯会议(349-118-102)

邀请人(Inviter):李常品、蔡敏

主办部门:永利数学系

报告摘要:In this talk, we present a novel spectral renormalization exponential integrator method for solving gradient flow problems. Our method is specifically designed to simultaneously satisfy discrete analogues of the energy dissipation laws and achieve high-order accuracy in time. To accomplish this, our method first incorporates the energy dissipation law into the target gradient flow equation by introducing a time-dependent spectral renormalization (TDSR) factor. Then, the coupled equations are discretized using the spectral approximation in space and the exponential time differencing (ETD) in time. Finally, the resulting fully discrete nonlinear system is decoupled and solved using the Picard iteration at each time step. Furthermore, we introduce an extra enforcing term into the system for updating the TDSR factor, which greatly relaxes the time step size restriction of the proposed method and enhances its computational efficiency. Extensive numerical tests with various gradient flows are presented to demonstrate the accuracy and effectiveness of our method as well as its high efficiency when combined with an adaptive time-stepping strategy for long-term simulations.

上一条:数学学科Seminar第2590讲 庞特里亚金极大值原理,最优控制问题求解器RIOTS_95, 机器学习和分数阶微积分

下一条:数学学科Seminar第2588讲 求解四元数张量方程的有效叠代算法

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