David J. Srolovitz

Full Professor, Mechanical Engineering, University of Hong Kong

Joined

May 2025

Names

David J. Srolovitz (Preferred)

Emails

****@hku.hk (Confirmed)

Personal Links

Career & Education History

Full Professor

Mechanical Engineering, University of Hong Kong (hku.hk)

2021 – Present

Advisors, Relations & Conflicts

PhD Advisee

2023 – Present

Expertise

Interfaces in Materials

1982 – Present

Computational Materials Science

1978 – Present

Publications

A Multi-agent Framework for Physical Laws Discovery
Bo Hu, Siyu Liu, Beilin YE, David J. Srolovitz, Tongqi Wen
- AI4X-AC 2026 Poster
- Readers: Everyone
Test-Time Self-Evolution in Multi-Agent Systems for Materials Discovery
Siyu Liu, Bo Hu, Beilin YE, He CAO, David J. Srolovitz, Tongqi Wen
- AI4X-AC 2026 Oral
- Readers: Everyone
A prompt-engineered large language model, deep learning workflow for materials classification
Siyu Liu, Tongqi Wen, ASL Subrahmanyam Pattamatta, David J. Srolovitz
- Materials Today
- Readers: Everyone
Large Language Models for Material Property Predictions: elastic constant tensor prediction and materials design
Siyu Liu, Tongqi Wen, Beilin YE, Zhuoyuan Li, David J. Srolovitz
- OpenReview Archive Direct Upload
- Readers: Everyone
Active Learning for Conditional Inverse Design with Crystal Generation and Foundation Atomic Models
Siyu Liu, Zhuoyuan Li, Beilin YE, David J. Srolovitz, Tongqi Wen
- OpenReview Archive Direct Upload
- Readers: Everyone

Co-Authors