# 2021 yılının en çok atıf alan Bilgisayar Bilimi makaleleri

2021 yılında yayımlanan ve OpenAlex'te en çok atıf alan 25 Bilgisayar Bilimi makalesi; özgün özetleri ve varsa ücretsiz PDF'leriyle.

1. [LAMMPS - a flexible simulation tool for particle-based materials modeling at the atomic, meso, and continuum scales](https://nerdi.pages.dev/paper/W3201073812) · 12.535 atıf
2. [Review of deep learning: concepts, CNN architectures, challenges, applications, future directions](https://nerdi.pages.dev/paper/W3140854437) · 7.886 atıf · Ücretsiz PDF
3. [AutoDock Vina 1.2.0: New Docking Methods, Expanded Force Field, and Python Bindings](https://nerdi.pages.dev/paper/W3168436232) · 7.552 atıf
4. [seaborn: statistical data visualization](https://nerdi.pages.dev/paper/W3128261063) · 7.272 atıf · Ücretsiz PDF
5. [performance: An R Package for Assessment, Comparison and Testing of Statistical Models](https://nerdi.pages.dev/paper/W3153999239) · 5.780 atıf · Ücretsiz PDF
6. [A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects](https://nerdi.pages.dev/paper/W3168997536) · 5.146 atıf · Ücretsiz PDF
7. [Image Segmentation Using Deep Learning: A Survey](https://nerdi.pages.dev/paper/W2999607073) · 3.674 atıf · Ücretsiz PDF
8. [gmx_MMPBSA: A New Tool to Perform End-State Free Energy Calculations with GROMACS](https://nerdi.pages.dev/paper/W3202287440) · 3.394 atıf
9. [Combinatorial optimization: networks and matroids](https://nerdi.pages.dev/paper/W2125690626) · 3.357 atıf
10. [Temporal Fusion Transformers for interpretable multi-horizon time series forecasting](https://nerdi.pages.dev/paper/W2996331899) · 3.079 atıf · Ücretsiz PDF
11. [The Arithmetic Optimization Algorithm](https://nerdi.pages.dev/paper/W3119051141) · 2.941 atıf
12. [A Survey on Knowledge Graphs: Representation, Acquisition, and Applications](https://nerdi.pages.dev/paper/W3003265726) · 2.925 atıf · Ücretsiz PDF
13. [HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units](https://nerdi.pages.dev/paper/W3169320628) · 2.919 atıf · Ücretsiz PDF
14. [ADMETlab 2.0: an integrated online platform for accurate and comprehensive predictions of ADMET properties](https://nerdi.pages.dev/paper/W3154258817) · 2.863 atıf
15. [1D convolutional neural networks and applications: A survey](https://nerdi.pages.dev/paper/W3100777112) · 2.848 atıf
16. [Deep Learning for Anomaly Detection](https://nerdi.pages.dev/paper/W3040266635) · 2.831 atıf · Ücretsiz PDF
17. [A review of uncertainty quantification in deep learning: Techniques, applications and challenges](https://nerdi.pages.dev/paper/W3102100346) · 2.703 atıf · Ücretsiz PDF
18. [Machine learning and deep learning](https://nerdi.pages.dev/paper/W3153990350) · 2.655 atıf · Ücretsiz PDF
19. [EnlightenGAN: Deep Light Enhancement Without Paired Supervision](https://nerdi.pages.dev/paper/W3121661546) · 2.635 atıf
20. [Understanding deep learning (still) requires rethinking generalization](https://nerdi.pages.dev/paper/W2566079294) · 2.390 atıf
21. [A Survey on Multi-Task Learning](https://nerdi.pages.dev/paper/W3141797743) · 2.354 atıf
22. [Deep Reinforcement Learning for Autonomous Driving: A Survey](https://nerdi.pages.dev/paper/W3003533476) · 2.328 atıf · Ücretsiz PDF
23. [Deep Learning for Person Re-Identification: A Survey and Outlook](https://nerdi.pages.dev/paper/W2998792609) · 2.254 atıf
24. [Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing](https://nerdi.pages.dev/paper/W3046375318) · 2.137 atıf · Ücretsiz PDF
25. [Conceptualizing AI literacy: An exploratory review](https://nerdi.pages.dev/paper/W3215201135) · 2.025 atıf

Canonical page: https://nerdi.pages.dev/tr/makaleler/bilgisayar-bilimi/en-cok-atif-2021