Applied Mathematics Seminar: Solving and learning phase field models using the modified Physics Informed Neural Networks
Speaker: Jia Zhao, Assistant Professor Department of Math & Statistics, USU
Abstract: Phase field models, including the Allen-Cahn type and Cahn- Hilliard type equations, have been widely used to investigate interfacial dynamic problems. Designing accurate, efficient, and stable numerical algorithms for solving the phase field models has been an active field for decades. In the meanwhile, developing reliable and physically consistent phase field models for applications in science and engineering have also been intensively investigated. In this talk, I will introduce some preliminary results on solving and learning phase field models using deep neural networks.
When
Monday, February 22, 2021 | 3:00 pm - 4:00 pmWhere
ZoomEvent Type
Department
Mathematics and Statistics
Target Audience
Students,Faculty
Website
https://usu-edu.zoom.us/j/85384516725?pwd=eFYwZGJ4WVNqanRzWEdFaGhpK2VnZz09
View By
Event Types
- All Types
- Workshop/Training (1)
- Academic Calendar (0)
- Arts/Entertainment (0)
- Fair/Festival (0)
- Ceremony/Awards/Celebration (0)
- Conference/Seminar (0)
- Cultural (0)
- Date/Deadline (0)
- Exhibition (0)
- Fundraiser (0)
- Information/Orientation (0)
- Lecture/Readings (0)
- Breakfast/Luncheon/Dinner (0)
- Meeting (0)
- Panel Discussion/Presentation (0)
- Reception/Reunion (0)
- Recreation (0)
- Social/Networking (0)
- Special Event (0)
- Sports (0)
- Student Activities (0)
- More Types
Target Audiences
- All Audiences
- General Public (0)
- Students (0)
- Alumni (0)
- Faculty (0)
- Staff (0)
- Parents (0)
- Prospective Students (0)
Departments
- All Departments
- Advancement (0)
- Athletics (0)
- Women’s Gymnastics (0)
- Men’s Tennis (0)
- Men’s Golf (0)
- Softball (0)
- Track and Field (0)
- Football (0)
- Men’s Basketball (0)
- Cross Country (0)
- Volleyball (0)
- Women’s Tennis (0)
- Women’s Basketball (0)
- Women’s Soccer (0)
- More Departments
- Finance and Administrative Services (0)
- Publication Design and Production (0)
- Conference Center (0)
- Facilities (0)
- Controller's Office (0)
- Dining Services (0)
- Campus Store (0)
- Information Technology (0)
- Housing (0)
- University Inn (0)
- Parking and Transportation Services (0)
- Wellness Program (0)
- Public safety (0)
- Staff Employee Association (0)
- Taggart Student Center (0)
- Human Resources (0)
- Purchasing and Contract Services (0)
- More Departments
- Caine College of the Arts (0)
- College of Agriculture and Applied Sciences (0)
- Animal, Dairy & Veterinary Sciences (0)
- Center for Integrated BioSystems (0)
- Landscape Architecture and Environmental Planning (0)
- Applied Economics (0)
- Laboratory Animal Research Center (0)
- Agricultural Experiment Station (0)
- Aggie Ice Cream (0)
- School of Veterinary Medicine (0)
- Plants, Soils & Climate (0)
- Nutrition, Dietetics & Food Sciences (0)
- Poisonous Plant Lab (0)
- School of Applied Sciences, Technology & Education (0)
- More Departments
- College of Engineering (0)
- Mechanical and Aerospace Engineering (0)
- Electrical and Computer Engineering (0)
- Engineering Education (0)
- Civil and Environmental Engineering (0)
- American Society of Mechanical Engineers (ASME) (0)
- Biological Engineering (0)
- Society of Women Engineers (SWE) (0)
- Space Dynamics Laboratory (0)
- More Departments
- College of Humanities & Social Sciences (0)
- English (0)
- Interfaith Initiative (0)
- SAAVi Office (0)
- History (0)
- Intensive English Language Institute (0)
- Sociology, Social Work and Anthropology (0)
- Religious Studies (0)
- Aerospace Studies (Air Force ROTC) (0)
- Utah Public Radio (KUSU) (0)
- Center for Intersectional Gender Studies and Research (0)
- Asian Studies (0)
- Languages, Philosophy and Communication Studies (0)
- Latin American Studies (0)
- Journalism and Communication (0)
- Museum of Anthropology (0)
- Political Science (0)
- Military Science (Army ROTC) (0)
- Mountain West Center for Regional Studies (0)
- More Departments
- Quinney College of Natural Resources (0)
- Wildland Resources (0)
- Watershed Sciences (0)
- Institute for Outdoor Recreation and Tourism (0)
- Environment and Society (0)
- Berryman Institute for Wildlife Damage Management (0)
- More Departments
- College of Veterinary Medicine (0)
- College of Science (0)
- Intermountain Herbarium (0)
- Geosciences (0)
- Center for Atmospheric and Space Studies (0)
- Biology (0)
- Physics (0)
- Chemistry and Biochemistry (0)
- Computer Science (0)
- Mathematics and Statistics (0)
- More Departments
- Inclusive Excellence (0)
- Native American Cultural Center (0)
- USU Eastern Center for Diversity & Inclusion (0)
- More Departments
- Emma Eccles Jones College of Education & Human Services (0)
- Human Development and Family Studies (0)
- Institute for Disability Research, Policy & Practice (0)
- Edith Bowen Laboratory School (0)
- Emma Eccles Jones Early Childhood Center (0)
- Instructional Technology and Learning Sciences (0)
- Communicative Disorders and Deaf Education (0)
- Kinesiology and Health Science (0)
- Psychology (0)
- School of Teacher Education and Leadership (0)
- Nursing and Health Professions (0)
- Sorenson Center for Clinical Excellence (0)
- Special Education and Rehabilitation (0)
- More Departments
- Extension (0)
- Carbon County (0)
- Beaver County (0)
- Cache County (0)
- Box Elder County (0)
- Duchesne County (0)
- Davis County (0)
- 4-H (0)
- Summit County (0)
- Swaner Preserve EcoCenter (0)
- Rich County (0)
- Thanksgiving Point (0)
- Salt Lake County (0)
- Tooele County (0)
- San Juan County (0)
- Uintah County (0)
- Sanpete County (0)
- Millard County (0)
- USU Botanical Center (0)
- Morgan County (0)
- Sevier County (0)
- Utah County (0)
- Wasatch County (0)
- Ogden Botanical Center (0)
- Wasatch Front (0)
- Washington County (0)
- Piute County (0)
- Wayne County (0)
- Garfield County (0)
- Weber County (0)
- Grand County (0)
- Emery County (0)
- Juab County (0)
- Kane County (0)
- Logan Campus Extension (0)
- Iron County (0)
- More Departments
- Government & External Affairs (0)
- Information Technology (0)
- Jon M. Huntsman School of Business (0)
- Finance and Economics Club (0)
- BI Group (0)
- Master of Accounting (MAcc) (0)
- Business Council (0)
- Master of Business Administration (MBA) (0)
- Investment Banking Club (0)
- Master of Management Information Systems (MMIS) (0)
- International Business Association (0)
- Master of Science in Economics (MSE) (0)
- Management Department (0)
- Master of Financial Economics (MFE) (0)
- Phi Beta Lambda (PBL) (0)
- Data Analytics & Information Systems Department (0)
- Pro-Sales (0)
- Real Estate Association (0)
- Sales Club (0)
- Marketing and Strategy Department (0)
- School of Accountancy (0)
- Economics and Finance Department (0)
- Master in Human Resources (MHR) (0)
- She's Daring Mighty Things (0)
- Huntsman Marketing Association (0)
- Shingo Institute Student Chapter (0)
- Society for Human Resource Management (SHRM) (0)
- Covey Leadership Center (0)
- USU Distributive Education Clubs of America Chapter (DECA) (0)
- Huntsman Scholars (0)
- USU Pre-Law Society (0)
- Institute of Management Accountants (IMA) (0)
- Utah Women & Leadership Project (0)
- Association for Information Systems (AIS) (0)
- Women in Business Association (0)
- Beta Alpha Psi (BAP) (0)
- Entrepreneurship Center (0)
- FJ Management Center for Student Success (0)
- Entrepreneurship Club (0)
- Global Learning Experience (0)
- Healthcare Administration Club (HAC) (0)
- Analytics Solutions Center (0)
- Financial Planning Association (FPA) (0)
- More Departments
- Merrill-Cazier Library (0)
- Multiple Sponsors (0)
- Office of the Executive Vice President (0)
- Center for Innovative Design and Instruction (CIDI) (0)
- Academic Success Center (ASC) (0)
- Aggie First Scholars (0)
- Office of Data and Analytics (0)
- Admissions (0)
- Student Achievement Collaborative (0)
- Student Orientation and Transition Services (0)
- Financial Aid (0)
- More Departments
- President's Office (0)
- Provost Office (0)
- University Advising (0)
- Career Design Center (0)
- Faculty Senate (0)
- Empowering Teaching Excellence (0)
- Honors (0)
- Registrar's Office (0)
- Study Abroad (0)
- Office of Global Engagement (0)
- Tenure Academy (0)
- School of Graduate Studies (0)
- More Departments
- Statewide Campuses (0)
- Office of Research (0)
- Student Affairs (0)
- Christensen Office of Social Action and Sustainability (0)
- Campus Recreation (0)
- CARE Office (0)
- Center for Community Engagement (0)
- The HURD (0)
- Counseling and Psychological Services (0)
- Utah Conservation Corps (0)
- Veterans Resource Office (0)
- Aggie Blue Bikes (0)
- Student Health & Wellness Center (0)
- Community Engaged Learning (0)
- Student Involvement & Leadership Office/USUSA (0)
- Education Outreach (0)
- Fraternity and Sorority Life (0)
- Residence Life (0)
- Student Club/Organization (0)
- Outdoor Programs (0)
- Student Conduct and Community Standards (0)
- Peace Corps Prep (0)
- More Departments
- University Marketing and Communications (0)
- Utah State University (0)
- USU Eastern (0)
- Other (0)
- Academic Affairs (0)
- More Departments