@Article{CAM-13-8, author = {}, title = {Summer Short Course on Monte Carlo methods and Applications}, journal = {CAM-Net Digest}, year = {2016}, volume = {13}, number = {8}, pages = {9--9}, abstract = {

http://www.csrc.ac.cn/en/event/schools/2016-04-01/18.html

Dates: June 27 - July 2, 2016
Place: Conference room Ⅱ, 3rd floor, CSRC Building
Objective: To provide a balanced course for graduate students new to MC methods on the basic techniques and current states of MC methods and applications for classical and quantum systems of high dimensions.

Day 1: Basic MC Techniques lectures
Lecturer: Prof. Wen-Jian Yu, C.S, Tsinghua University
Basic idea of pseudo-random number

Lecturer: Prof. Dan Hu, Math, Shanghai Jian Tong University
Basic MC Integration

Day 2-3: Metropolis–Hastings algorithm, MC in ensembles and methods of accelerated samplings

Lecturer: Prof. Andrij Baumketner, Condensed Matter Physics, Ukraine Academy of Science

Lecturer: Prof. Wei Cai , Mechanical Engineering, Stanford University
umbrella sampling for Computing free energy barrier at finite temperature.

Lecturer: Prof. Michael Mascagni, C.S, Florida State University
Monte Carlo Walk on Sphere method and Feynman-Kac formula for PDEs

Day 4: MC for carrier transport in semiconductors
Lecturer: Prof. Gang Du, Micro-Electronics, Peking University

MC for Neutron transport
Lecturer: Prof. Li Deng, IAPCM

Day 5: Quantum Monte Carlo methods

Lecturer: Prof. Hai-Qing Lin, CSRC
Quantum Monte Carlo Simulation of Many-Body Systems

Lecturer: Prof. David Ceperley, Physics, UIUC
Path Integral Monte Carlo *Variational Monte Carlo for ground
state properties *Projector Monte Carlo.

Day 6: MC for other applications in research talks
Linear system, material sciences, data analytics, uncertainty
quantification

招生计划
1. 招生规模为60~80人。
2. 实行学生自由申请制。
3. 在读研究生或青年学者均具有申请资格，同时亦接受少量优秀的本科三、四年级学生。
4. 申报时间：即日至2016年6月20日。
5. 申报者的入选资格由委员会审定，并及时通知申请者。
教学计划
1. 教学时间：2016年6月27--7月2日
2. 授课地点：北京计算科学研究中心三层第二会议室
地址：北京市海淀区东北旺西路10号,中关村软件园二期

}, issn = {}, doi = {https://doi.org/2016-CAM-14621}, url = {https://global-sci.com/article/76440/summer-short-course-on-monte-carlo-methods-and-applications} }