Masahiro Negishi (根岸 優大)
Contact: m.negishi25[at]imperial.ac.uk
I am a first-year Ph.D. student in the Department of Materials at Imperial College London. My supervisor is Professor Aron Walsh, and I am a member of the Materials Design Group. I received my Bachelor’s and Master’s degrees in Computer Science from the University of Tokyo.
Current research interests include:
- Inverse design of crystals using generative models, reinforcement learning, and other machine learning techniques
- Evaluation metrics for inverse design of materials
I love to read books. Some of my favorites are:
- “The Three-Body Problem” by Cixin Liu (and his other works are also unquestionably masterpieces),
- “Space Brothers” by Chuya Koyama,
- “How to Do Nothing” by Jenny Odell.
Lately, I have been really into working out and jogging.
news
| Oct 30, 2025 | Started my Ph.D. journey at Imperial College London! |
|---|---|
| Jul 17, 2025 | Presented a poster at ICML2025 |
| Mar 24, 2025 | Graduated from the University of Tokyo with a master’s degree in computer science. |
| Dec 17, 2024 | Presented a poster at the ML and the Physical Sciences workshop at NeurIPS 2024 |
| Sep 2, 2024 | Joined the PRADA Lab at King Abdullah University of Science and Technology |
| Jul 27, 2024 | Attended ICML 2024 |
| May 11, 2024 | Attended workshops at ICLR 2024 |
| Feb 26, 2024 | Joined the ML Research Unit in TU Wien |
| Nov 19, 2023 | Attended an educational workshop on Responsible AI for Peace and Security |
| Nov 1, 2023 | Attended the 26th Information-Based Induction Sciences Workshop |
| Sep 30, 2023 | Presented a poster at the 12th Research Area meeting CREST "Symbiotic Interaction" |
| Jun 29, 2023 | Attended the 7th International Workshop on Symbolic-Neural Learning |
| Jun 9, 2023 | Did an oral presentation at JSAI 2023 |
| Mar 24, 2023 | Awarded an honorable mention for my bachelor's thesis |