Martin Hoffmann Petersen

Joined

September 2023

Names

Martin Hoffmann Petersen (Preferred)

Emails

****@dtu.dk (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

Physics, Technical University of Denmark (dtu.dk)

2022 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Juan Maria Garcia-Lastra

2022 – 2025

PhD Advisor

2022 – 2025

PhD Advisor

Jin Hyun Chang

2022 – 2025

Expertise

Generative model for inorganic crystals

2023 – 2025

Computational materials design

2022 – 2025

Developing machine learning potentials

2022 – 2025

Publications

Navigating Order-(Dis)Order Family Trees via Group-Subgroup Transitions
Shuya Yamazaki, Yuyao Huang, Martin Hoffmann Petersen, Wei Nong, Kedar Hippalgaonkar
- ICML2026-AI4Science Poster
- Readers: Everyone
Dis-CSP: Disordered Crystal Structure Predictions
Martin Hoffmann Petersen, Ruiming Zhu, Haiwen Dai, Savyasanchi Aggarwal, Wei Nong, Andy Paul Chen, Arghya Bhowmik, Juan Maria Garcia-Lastra, Kedar Hippalgaonkar
- AI4X 2025 Oral
- Readers: Everyone
Predicting defect formation energies in semiconductors using machine learning
Savyasanchi Aggarwal, Martin Hoffmann Petersen, Seán R. Kavanagh, Alexander G. Squires, Kedar Hippalgaonkar, David O. Scanlon
- AI4X 2025 Oral
- Readers: Everyone
Virp: neural network-accelerated prediction of physical properties in site-disordered materials
Andy Paul Chen, Martin Hoffmann Petersen, Kedar Hippalgaonkar
- AI4X 2025 Oral
- Readers: Everyone
Dis-CSP: Disordered crystal structure predictions
Martin Hoffmann Petersen, Ruiming Zhu, Haiwen Dai, Savyasanchi Aggarwal, Wei Nong, Andy Paul Chen, Arghya Bhowmik, Juan Maria Garcia-Lastra, Kedar Hippalgaonkar
- AI4MAT-ICLR-2025 Poster
- Readers: Everyone
CURATOR: Autonomous Batch Active-Learning Workflow for Catalysts
Xin Yang, Renata Sechi, Martin Hoffmann Petersen, Arghya Bhowmik, Heine Anton Hansen
- AI4Mat-2023 Poster
- Readers: Everyone

Co-Authors