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Machine Learning + X Seminars 2019

December 20, 2018: Neural Ordinary Differential Equations by Liu Yang December 20, 2018: A Proposal on Machine Learning via Dynamical Systems Liu Yang December 20, 2018: Identification of distributed parameter systems – A neural net based approach Liu Yang December 14, 2018: Spectral penalty method for the two-sided fractional differential equations with general boundary conditions by Nan Wang,…Continue Reading Machine Learning + X Seminars 2019

Syllabus APMA 2550

Numerical Methods for Partial Differential Equations I: Finite Difference Methods for Time-Dependent PDEs Textbook: B. Gustafsoon, H.-O. Kreiss and J. Oliger, Time Dependent Problems and Difference Methods, John Wiley & Sons, Inc., 1995. Description: This course is centered around the development and analysis of finite difference methods for the solution of time-dependent partial differential equations…Continue Reading Syllabus APMA 2550

Research Clubs

Research Clubs DPD Club Mission:   The mission of the DPD Club is to discuss the theory, computation and application of dissipative particle dynamics. Membership:  Xian Bian, Ansel Blumers, Hung-Yu Chang, He Li, Xuejin Li, Zhen Li, Lu Lu, Yu-Hang Tang, Alireza Yazdani. Fractional PDEs Club Mission:  The Fractional PDEs Club at CRUNCH group aims to formulate robust and efficient methods for…Continue Reading Research Clubs

Research

Ongoing Projects PhILMS: Phyiscs-Informed Learning Machines – DOE/PNNL Hidden Fluid Mechanics – (with JHU) DARPA/AIRA DeepM&Mnet– (with JHU) DARPA/CompMods AFOSR/MURI  — Go to webpage AFOSR Computational Mathematics NIH/Yale Fractional PDEs for conservation laws and beyond: Theory, Numerics and applications – Army/MURI  Alliance for the Computationally-guided design of energy efficient electronic materials  (CDE3M) – ARL Scalable Framework for hierarchical design and planning…Continue Reading Research

Postdos, Students, and Visiting Scholars

Postdocs, Students, and Visiting Scholars Postdoctoral Research Associates Aniruddha Bora 170 Hope, Room 304 401-863-1447 Aniruddha_Bora@Brown.edu Shengze Cai 170 Hope, Room 314 401-863-3719 Shengze_Cai@Brown.edu Somdatta Goswami 170 Hope, Room 310 401-863-5288 Somdatta_Goswami@Brown.edu Adar Kahana 170 Hope, Room 309 401-863-5767 Adar_Kahana@Brown.edu Qian Huang 170 Hope, Room 310 401-863-5288 Qian_Huang@Brown.edu Guansheng Li 170 Hope, Room 310 401-863-5288…Continue Reading Postdos, Students, and Visiting Scholars