它可以根据需求描述，直接生成新材料 它可以生成具有化学、机械、电子或磁性属性的材料，或多种特性的组合Official implementation of MatterGen -- a generative model for inorganic materials design across the periodic table that can be fine-tuned to steer the generation towards a wide range of property constraints.
Python · active 2025-01-16 → 2026-07-17 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 548 days from 2025-01-16 to 2026-07-17. Pushes: 69 total, peak 9 in a day. Pull requests: 73 total, peak 6 in a day. Issues: 223 total, peak 9 in a day. Comments: 352 total, peak 15 in a day. Stars: 1,497 total, peak 288 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| danielzuegner | 300 | 43 | 36 | 135 |
| ClaudioZeni | 110 | 19 | 19 | 34 |
| Ruziy | 53 | 0 | 0 | 40 |
| yuhao1982 | 30 | 0 | 0 | 12 |
| Mofahdi | 24 | 0 | 0 | 12 |
| msehabibur | 24 | 0 | 0 | 21 |
| yuedawang | 11 | 0 | 0 | 6 |
| 401-Nick | 9 | 0 | 0 | 6 |
| chiku-parida | 7 | 0 | 0 | 3 |
| andrew31416 | 7 | 4 | 1 | 1 |
| luisbro | 7 | 0 | 1 | 4 |
| janklinux | 6 | 0 | 0 | 4 |
| parkjunkil | 6 | 0 | 0 | 4 |
| dependabot[bot] | 6 | 1 | 4 | 1 |
| asedova | 5 | 0 | 0 | 3 |
| txie-93 | 5 | 0 | 0 | 3 |
| Andy5256 | 5 | 0 | 0 | 3 |
| yezixin2023 | 4 | 0 | 0 | 3 |
| pjh1921 | 4 | 0 | 0 | 2 |
| microsoft-github-policy-service[bot] | 4 | 0 | 0 | 4 |
Recent activity
Latest issues, pull requests and releases
- Issue comment#233danielzuegner2026-02-27 17:18How to get energy_above_hull_per_atom for every crystal
- Pull request#239danielzuegner2026-02-27 16:45
- Issue comment#234danielzuegner2026-02-27 16:16Specify the number of atoms for generations
- Pull request#237ClaudioZeni2026-02-20 18:44
- Issue comment#195hfzxlzy2026-02-06 04:49Numpy <2 requirements conflicts with mattersim
- Issue#235SE-Wd2026-02-02 16:05Issues with Baseline Model Evaluation
- Issue comment#229danielzuegner2026-01-05 15:46Bugs for evaluating the novelty, stability and uniqueness of generated structures
- Issue#221danielzuegner2026-01-05 15:46OSError: [WinError 127] 找不到指定的程序。
- Issue comment#228rongaoli2025-11-24 06:01Return MAX_RMSD instead of MAX_RMSD/norm when no match found
- Issue comment#223Pepe-Marquez2025-11-12 10:35TypeError: Optimizer.converged() missing 1 required positional argument: 'gradient'
- Issue comment#221danielzuegner2025-11-10 15:57OSError: [WinError 127] 找不到指定的程序。
- Issue#217danielzuegner2025-11-10 08:51MisconfigurationException('No supported gpu backend found!')
- Issue comment#224danielzuegner2025-11-10 08:48Issues in unconditional generation using chemical_systems pretrained model
- Issue comment#224cypherumang652025-11-05 11:13Issues in unconditional generation using chemical_systems pretrained model
- Issue#224cypherumang652025-11-03 04:11Issues in unconditional generation using chemical_systems pretrained model
- Issue comment#223bppece2025-10-31 11:12TypeError: Optimizer.converged() missing 1 required positional argument: 'gradient'
- Issue comment#222danielzuegner2025-10-28 13:35Generated Crystals Only Contain Element 101 (Md) Due to Missing Filtering in sample_and_compute_posterior_q
- Issue#222Mority52025-10-24 02:25Generated Crystals Only Contain Element 101 (Md) Due to Missing Filtering in sample_and_compute_posterior_q
- Issue#221aoyue2412025-10-23 13:38OSError: [WinError 127] 找不到指定的程序。
- Pull request#218danielzuegner2025-10-06 12:38
- Issue#217yl26232025-10-03 19:55MisconfigurationException('No supported gpu backend found!')
- Issue#216zfahim572025-10-01 21:12Evaluation error after successful installation
- Issue comment#213hspark12122025-09-23 08:18Conditional sampling for "dft_band_gap = 3 eV" yields many near-zero values
- Issue comment#213ClaudioZeni2025-09-23 07:49Conditional sampling for "dft_band_gap = 3 eV" yields many near-zero values
- Issue comment#213ClaudioZeni2025-09-22 09:42Conditional sampling for "dft_band_gap = 3 eV" yields many near-zero values
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 1,497 stars here means stars gained during the window, not the repo's star count.