SHPC4002 Advanced Computational Physics

Credit
6 points
Offering
(see Timetable)
AvailabilityLocationMode
Semester 2UWA (Perth)Face to face
Details for undergraduate courses
  • Honours option in Physics [Bachelor of Science (Honours)]
Content
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.
Outcomes
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.
Assessment
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
Prerequisites:
SHPC4001 Computational Methods for Physics and completion of the core and complementary units for the Physics major or equivalent.
Advisable prior study:
Programming in Python, Fortran, or C
Incompatibility:
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.
  • Unit readings, including any essential textbooks, are listed in the unit outline for each unit one week prior the commencement of study. The unit outline will be available via the LMS and the UWA Handbook. Reading lists and essential textbooks are subject to change each semester. Essential textbooks can be purchased from the commercial vendors to secure the best deal. The Student Guild can provide assistance on where to purchase books if required. Books can be purchased second hand at the Guild Secondhand bookshop (second floor, Guild Village), which is located on campus. Copies of textbooks and other readings will be made available for students to access from the Library, online wherever possible as well as in print.