SHPC4002 Advanced Computational Physics
- 6 points
|Semester 2||UWA (Perth)||Face to face|
- Details for undergraduate courses
- Honours option in Physics [Bachelor of Science (Honours)]
- Physical sciences tackle challenges at all scales in the universe: from identification of distant galaxies and gravitational waves, to medical image analysis for patients, to prediction of ocean waves for offshore structures, to understanding the quantum world. The main objectives of this unit are to introduce students to the state-of-the-art development in the application of advanced computational methods to solve data-intensive physics problems. Students will gain hands-on experience in implementing these methods, and they will also learn to solve physics problem by using high-level programming language, open source software, and public datasets.
- Students are able to (1) build algorithms to model and predict complex physical phenomena and processes; (2) apply data-driven computation approach to analyse, visualise, discover, and interpret patterns from data; (3) demonstrate data analytical skills to quantitatively identify signals from noise; and (4) communicate data science methods and results with clarity and impact.
- Indicative assessments in this unit are as follows: (1) assignments; (2) oral presentation; and (3) final project report. Further information is available in the unit outline.
Supplementary assessment is not available in this unit.
- Unit Coordinator(s)
- Professor Jingbo Wang
- Unit rules
- SHPC4001 Computational Methods for Physics and completion of the core and complementary units for the Physics major
- Advisable prior study:
- Programming in Python, Fortran,
- CITS3402 High Performance Computing
- Contact hours
- lectures: 3 x 45 minutes per week; Practical Classes: 1 x 45 minutes per week
- The availability of units in Semester 1, 2, etc. was correct at the time of publication but may be subject to change.
- All students are responsible for identifying when they need assistance to improve their academic learning, research, English language and numeracy skills; seeking out the services and resources available to help them; and applying what they learn. Students are encouraged to register for free online support through GETSmart; to help themselves to the extensive range of resources on UWA's STUDYSmarter website; and to participate in WRITESmart and (ma+hs)Smart drop-ins and workshops.
- Books and other material wherever listed may be subject to change. Book lists relating to 'Preliminary reading', 'Recommended reading' and 'Textbooks' are, in most cases, available via the Booktopia Textbook Finder, which has the functionality to search by course code, course, ISBN and title, and may also be posted or available at the appropriate school's administrative offices. Where texts are listed in the unit description above, an asterisk (*) indicates that the book is available in paperback.