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PhD - Doctor of Philosophy in Machine Learning and Computational Physics

Hongkong

6

Apa yang akan saya pelajari?

Machine learning builds models based on available sample data to make predictions and decisions on unexplored regions. In material science, machine learning has proved to have unprecedented abilities to find new stable materials, calculate numerous material properties, and speed up first-principle calculations. Our machine learning focuses on material component/structure discovery, material properties’ prediction, and physics-informed machine learning.

Computational physics studies various kinds of computational calculations, including:

  • First-principles DFT, effective medium theory, molecular dynamics, analytical modeling, and numerical simulations;
  • To predict materials properties and structures for 2D materials, interfaces and heterostructures;
  • Glass transition, flow of glassy polymer nanofilms; electron transport in solid-state quantum devices; formation of nanostructures in strained thin films;
  • Machine learning and high-throughput calculations; photonic crystals, topological photonics, plasmonic nanostructures, metamaterials, transformation optics, optomechanics of structured nanomaterials, and phononic crystals.

Saya termasuk departemen apa?

Faculty of Science

Pilihan kuliah

Purna Waktu (3 tahun)

Biaya kuliah
HK$84.200,00 (Rp 169.758.065) per tahun
Annual tuition fee: HK $42,100 (UGC-funded students); HK $84,200 (Non-UGC-funded students)

* Biaya yang tercantum di halaman ini untuk tujuan indikatif, silahkan

Tanggal mulai

September 2025

Tempat

The Hong Kong Polytechnic University

ST305, 3/F, Ng Wing Hong Building,

Hung Hom,

Kowloon City, Hong Kong, Kowloon

Persyaratan masuk

Untuk mahasiswa internasional

At least hold a Bachelor’s degree with Second Class Honors or above (or equivalent qualification) conferred by a recognized university.

PolyU may accept other equivalent qualifications. The decision is made on an individual basis.

English Language Requirements

The requirements for those who do not have a degree for which English was the language of instruction at a recognized university are:

An overall score of at least 6.5 in the International English Language Testing System (IELTS); OR

A Test of English as a Foreign Language (TOEFL) score of 80 or above for the Internet-based test or 550 or above for the paper-based test.

All English language test scores are considered valid for two years after the date of the test.

Mungkin ada beberapa persyaratan IELTS yang berbeda, tergantung jurusan yang kamu ambil

Info tentang The Hong Kong Polytechnic University

Secara internasional, PolyU menempati peringkat ke-65 di QS World University Rankings dan ke-79 di Times Higher Education World University Rankings.

  • Dikenal dunia akan reputasi akademiknya
  • Banyak praktik penelitiannya yang berdampak di berbagai bidang
  • Memiliki beragam fasilitas berkelas dunia
  • Memiliki mahasiswa internasional dari 30 lebih negara

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